PNB Summer internship report
-
Upload
anil-anayath -
Category
Documents
-
view
267 -
download
25
Transcript of PNB Summer internship report
-
7/23/2019 PNB Summer internship report
1/90
R\HK@JT \@RH\THM
GOMAMJOMI TF@ ZE@z ZJHR@ ' AMAC_ZOZ
ZPLEOTT@D L_
AMOC ZAZO AMA_ATF
\HCC MH 1220
R\HK@JT IPOD@
R\HG MA_AN
EPELAO OMZTOTPT@ HG EAMAI@E@MT ' \@Z@A\JFYADACA &@AZT/# EPELAO % 4222:9
-
7/23/2019 PNB Summer internship report
2/90
D@JCA\ATOHM
O f`|`ly d`jca|` tfat tfoz r|hk`jt oz zpleott`d om ra|toac gpcgocce`mt hg
|`qpo|`e`mt gh| tf` aa|d hg EEZ Gomamj` th Epelao Omztotpt hg
Eamai`e`mt ' \`z`a|jf om ey h|oiom hg h|n amd faz mht l``m zpleott`d
gh| amy aa|d hg amy htf`| d`i|`` hg dorchea g`cchzfor h| gh| zoeoca| totc`
h| r|o{`z-
O gp|tf`| j`|togy tfat O faw` mh hlk`jtohm amd i|amt tf` |oiftz th Epelao
Omztotpt` hg Eamai`e`mt ' \`z`a|jf h| Epelao Pmow`|zoty th rplcozf amy
jfart`|( R|hk`jt og tf`y d``e got om khp|macz h| eaia{om`z h| m`zrar`|z
otfhpt amy r|oh| r`|eozzohm-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz
-
7/23/2019 PNB Summer internship report
3/90
AJNMHYC@DI@E@MT
O zomj`|`cy g``c tf` j|`dot hg tf` r|hk`jt h|n jhpcd mht l` ma||h`d th hmcy
hm` omdowodpac- Tfoz h|n oz am omt`i|at`d `ggh|t hg acc tfhz` jhmj`|m`d otf
ot# ot hpcd faw` l``m qpot` doggojpct otfhpt tf o| do|`jt ' omdo|`jt jh%
hr`|atohm- O ozf th `vr|`zz ey arr|`joatohm amd i|atotpd` th acc tf`
jhmj`|m`d r`hrc`-
Go|zt amd Gh|`ehzt ey omt cc`jtpac d`lt oz th E|-\pzfon`zf
Dfoea| &Eamai`| hg Jo|jc` Hggoj` Cham D`ra|te`mt Z`jtohm# Rpmkal
Matohmac Lamn# Epelao/ fh faz jhmt|olpt d zoimogojamtcy tha|dz tf`jherc`tohm hg tf` r|hk`jt- F` faz r|hwod`d tf` ipod`com`z hm fojf tfoz
r|hk`jt az ead`-
O ae tfamngpc th tf` `mto|` ztagg hg RML fh faw` tan`m tf`o|
r|`johpz toe` amd r|hwod`d e` otf |`qpozot` data otfhpt fojf tfoz
r|hk jt hpcd mht faw` jherc t`d- O aczh tfamn tf`e gh| iowomi tf`o|
wacpalc` zpii`ztohmz dp|omi tf` mto|` r`|ohd hg |`z`a|jf-
Fh`w`|# O ajj`rt tf` zhc` |`zrhmzolocoty gh| amy `||h|z hg
heozzohm amd jheeozzohm-
Amoc Z- Amayatf
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz :
-
7/23/2019 PNB Summer internship report
4/90
OMD@V
Z|- Mh- Throjz Rai`
Mh-
1 Omt|hdpjtohm 91-1 R|hk`jt D`zj|ortohm 9
1-< \`c`wamj` hg tf` R|hk`jt 6
1-: Hlk`jtow` hg tf` Ztpdy 6
1-4 Coeotatohmz hg tf` Ztpdy 6
< Alhpt tf` Lamn 12
-
7/23/2019 PNB Summer internship report
5/90
0-: Zeacc amd E`dope @mt`|r|oz`z Z`jth|
-
7/23/2019 PNB Summer internship report
6/90
@V@JPTOW@ ZPEEA\_
Lamn `vt`mdz Cham gajocoto`z ly ay hg gpmd%laz`d gajocoto`z amd mhm%gpmd laz`d
gajocoto`z- Tf` gpmd%laz`d gajocoto`z a|` pzpaccy acch`d ly ay hg t`|e chamz# jazf
j|`dot# loccz dozjhpmt`d(rp|jfaz`d# d`eamd chamz# hw`|d|agtz# `tj- Gp|tf`|# tf`
lamn aczh r|hwod`z mhm gpmd%laz`d gajocoto`z ly ay hg ozzpamj` hg omcamd amd
gh|`oim c`tt`|z hg j|`dot# ozzpamj` hg ipa|amt``z# d`g`||`d raye`mt ipa|amt``z#
loccz ajj`rtamj` gajocoty `tj-
@ggojo mt eamai`e`mt hg Chamz amd Adwamj`z rh|tghcoh faz azzpe`d
i|`at`| zoimogojamj` az ot oz tf` ca|i`zt azz`t hg tf` Lamn fawomi do|`jt oerajt hm
otz r|hgotalocoty- Om tf` an` hg tf` jhmtomp`d toift momi hg mh|ez hg omjhe`|`jhimotohm# azz t jcazzogojatohm amd r|hwozohmomi# omj|`az`d jher`totohm amd
`e`|i`mj` hg m` tyr`z hg |oznz om tf` gomamjoac z`jth|# ot faz l`jhe` oer`|atow`
tfat tf` j|`dot gpmjtohmz a|` zt|`mitf`m`d- \LO faz aczh l``m `erfazo{omi lamnz
th `whcw` zpotalc` ipod`com`z gh| `gg`jtow` eamai`e`mt amd jhmt|hc hg j|`dot |oznz-
J|`dot |ozn |atomi oz am oerh|tamt gpmjtohm hg tf` lamn- Ot oz tf` r|hj`zz hg
`wacpatomi tf` j|`dot h|tfom`zz hg a cham arrcojamt- @w`|y lamn h| c`mdomi
omztotptohm faz otz hm ram`c hg hggojoacz gh| tfoz rp|rhz`-
O faw` pmd |tan`m a ztpdy at Rpmkal Matohmac Lamn fojf oz am
omt`|matohmac lamn otf otz ichlac r|`z`mj` om t`mty gow` jhpmt|o`z- Tf` ztpdy oz
hm Chamz amd Adwamj`z hg Zeacc amd E`dope @mt`|r|oz`z % Zjhr` amd
Amacyzoz- Tf` r|hj`zz hg J|`dot \atomi ' dozlp|z`e`mt hg chamz faz l``m
`vrcaom`d om d`taoc om tf` r|hk`jt-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 7
-
7/23/2019 PNB Summer internship report
7/90
OMT\HDPJTOHM
A cham oz a tyr` hg d`lt- Con` acc d`lt omzt|pe`mtz# a cham `mtaocz tf` |`dozt|olptohm
hg gomamjoac azz`tz hw`| toe`# l`t``m tf` c`md`| amd tf` lh||h`|- Tf` lh||h`|omotoaccy |`j`ow`z am aehpmt hg ehm`y g|he tf` c`md`|# fojf tf`y a|` hlcoiat`d th
ray lajn# lpt mht acayz om |`ipca| omztacce`mtz# th tf` c`md`|- Tf` cham oz
i`m`|accy r|hwod`d at a jhzt# |`g`||`d th az omt`|`zt hm tf` d`lt- A lh||h`| eay
l` zplk`jt th j`|taom |`zt|ojtohmz nmhm az cham jhw`mamtz pmd`| tf` t`|ez hg tf`
cham-
Ajtomi az a r|hwod`| hg chamz oz hm` hg tf` r|omjorac taznz gh| gomamjoac
omztotptohmz- Lamn chamz amd j|`dot a|` hm` ay th omj|`az` tf` ehm`y zprrcy-
Mh a dayz chamz a|` `azocy awaocalc` amd tf` |at` hg omt`|`ztz at fojf
tf`y a|` awaocalc` a|` w`|y |`azhmalc`- Ihw`|me`mt thh oz `mjhp|aiomi r`hrc` th
tan` chamz gh| j`|taom rp|rhz`z- Gh| `vaerc`# ihw`|me`mt oz `mjhp|aiomi r`hrc`
th tan` fhpzomi chamz ly iowomi tav jhmj`zzohmz-
\pmmomi a lpzom`zz oz m`w`| am `azy tazn- Hm` oz lhpmd th gaj` gomamjoac
fojjprz dp|omi tf` r|hj`zz- Yf`tf`| zhe`hm` oz a m` i`m`|atohm `mt|`r|`m`p|
w`mtp|omi omth a m` lpzom`zz h| am `ztalcozf`d lpzom`zzeam rcammomi gh| a
lpzom`zz `vramzohm# f`tf`| otz ehm`y |`qpo|`d gh| am oee`doat` hggojoac
`vramzohm h| ot jhpcd l` tf` toe` hg |`j`zzohm# f`m raye`mtz dhm)t jhe` hm
toe` lpt tf` `vr`mdotp|`z jam)t aot# tf` lpzom`zz chamz `az` hp| ay tf|hpif a
zja|y |had hg gomamjoac j|ozoz amd hr`m tf` h|cd hg m` lpzom`zz f`oiftz gh| yhp-
Gomamjoac omztotptohmz con` lamnz hgg`| tf` lpzom`zz cham th laoc pz hpt-
O faw` pmd`|tan`m a ztpdy at Rpmkal Matohmac Lamn hm tf` throj
Gomamjomi tf` ZE@z % Zjhr` amd Amacyzoz fojf d`acz otf ztpdyomi tf`
ea|n`t t|`mdz amd c`a|momi tf` oerh|tamj` hg gomamjomi tf` Ze` Z`jth|-
1-1 R|hk`jt D`zj|ortohm
Tfoz r|hk`jt d`acz otf |`wo`omi tf` j|`dot h|tfom`zz hg tf` lh||h`| l`gh|`
zamjtohmomi hg a cham- Ot d`acz otf amacyzoz hg tf` data r|hwod`d ly tf` jheramy
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 9
-
7/23/2019 PNB Summer internship report
8/90
amd ghcchomi acc tf` gh|eacoto`z az pmd`| tf` mh|ez hg tf` lamn amd gomaccy
eanomi a cham arr|aozac-
1-< \`c`wamj` hg tf` R|hk`jt
Tf` r|hk`jt d`acz otf go|zt i`ttomi tf` cham r|hrhzacz g|he tf` jco`mtz amd eanomi
tf` arr|aozac mht`- Ot iow`z a r|ajtojac omzoift hg tf` r|hj`dp|`z ghcch`d ly tf`
lamn om azj`|taomomi tf` j|`dot h|tfom`zz hg tf` lh||h`|- Acc tf` wa|ohpz
ra|ae`t |z zpjf az gomamjoac# eamai`e`mt amd omdpzt|oac a|` ztpdo`d- Tf`
lh||h`|z a|` i|amt`d gpmd laz`d &h|nomi jarotac/ amd mhm%gpmd laz`d &&Lamn
ipa|amt`` amd c`tt`| hg j|`dot/ gajocoto`z- Tf` r|hk`jt |`qpo|`z |`zt|pjtp|omi hg
Lacamj` zf``t amd R|hgot amd Chzz Ajjhpmt omth tf` JEA gh|eat r|hwod`d ly tf`
Lamn- Tf`m goccomi tf` J\OZOC omrpt zf``t gh| dhomi tf` J|`dot \atomi gh| omt`|mac
rp|rhz`z lazojaccy gh| |atomi amd azj`|taomomi tf` omt`|`zt |at` gh| tf` gpmd laz`d
amd mhm%gpmd laz`d coeotz--
1-: Hlk`jtow`z hg tf` Ztpdy
Th ztpdy tf` jp||`mt ea|n`t zj`ma|oh(t|`mdz om tf` ZE@ z`jth|-
Th c`a|m tf` oerh|tamj` amd d`taocz hg gomamjomi tf` ZE@ z`jth|-
Th ztpdy tf` jfaom hg `w`mtz hg r|hj`zzomi a cham r|hrhzac g|he
|`j`owomi tf` arrcojatohm g|he tf` lh||h`|# dhomi j|`dot |atomi hg tf`
lh||h`| amd tf` jheramy# amacy{omi tf` gomamjoac ztat`e`mtz#
zamjtohmomi th dozlp|z`e`mt amd tf` rhzt zamjtohm |`wo`z-
Th c`a|m tf` r|hj`dp|` hg dhomi tf` |atomi
1-4 Coeotatohmz hg tf` Ztpdy
Ztpdy oz coeot`d hmcy th tf` ZE@ z`jth|z
Dp` th toe` coeotatohmz a d`taoc`d amacyzoz jhpcd mht l` dhm`-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 6
-
7/23/2019 PNB Summer internship report
9/90
Tf` eakh| coeotatohm hg tfoz ztpdy zfacc l` data awaocalocoty az tf` data oz
r|hr|o`ta|y amd mht |`adocy zfa|`d gh| dozz`eomatohm-
Aczh tf` i`hi|arfojac zjhr` hg tf` r|hk`jt az coeot`d th RML Jo|jc`
Hggoj` amd tf` chamz ztpdo`d `|` hg zhc`cy hg lpzom`zz`z `ztalcozf`d
eakh|cy om Epelao
Tf` j|`dot arr|aozac d`jozohm a|` eh|` hg omtpotohm amd `vr`|o`mj` amd
zomj` tf` toe` r`|ohd az coeot`d# f`mj` l`zt `ggh|tz `|` ead` th i|azr
tf` r|hj`zz az epjf az rhzzolc`
Dp` th `w`| jfamiomi `mwo|hme`mt# eamy |oznz a|` pm`vr`jt`d amd tf`
|`e`doac e`azp|`z awaocalc` a|` laz`d hm i`m`|ac `vr`|o`mj` g|he tf`razt- Tf`|`gh|` |oznz jam hmcy l` eomoeo{`d jammht l` `|az`d jherc`t`cy-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz ?
-
7/23/2019 PNB Summer internship report
10/90
-
7/23/2019 PNB Summer internship report
11/90
-
7/23/2019 PNB Summer internship report
12/90
TOE@COM@
16?0 RML `ztalcozf`d om Cafh|`-
1?24 RML `ztalcozf`d l|amjf`z om Na|ajfo amd R`zfaa|-
1?:? RML ajqpo|`d Lfaiam Dazz Lamn Coeot`d-
1?49 Ra|totohm hg Omdoa amd Ranoztam at Omd`r`md`mj`- RMLchzt otz r|`eoz`z om Cafh|`# lpt jhmtomp`d th hr`|at` om
Ranoztam-
1?72 RML aeaciaeat`d Omdh%Jhee`|joac Lamn Coeot`d
&`ztalcozf`d om 1?::/ om a |`zjp`-
1?71 RML ajqpo|`d Pmow`|zac Lamn hg Omdoa-
1?7: Tf` Ihw`|me`mt hg Lp|ea matohmaco{`d RMLz l|amjf om
\amihhm &_amihm/-
1?70 Agt`| tf` Omdh%Ran a| tf` ihw`|me`mt hg Ranoztam
z`o{`d acc tf` hggoj`z om Ranoztam hg Omdoam lamnz#
omjcpdomi RMLz f`ad hggoj`# fojf eay faw` ehw`d th
Na|ajfo- RML aczh fad l|amjf`z om @azt Ranoztam
&Lamicad`zf/-
1?7?Tf` Ihw`|me`mt hg Omdoa matohmaco{`d RML amd 1: htf`|
eakh| lamnz hm 1?tf Kpcy# 1?7?-
1?96 RML hr`m`d a l|amjf om Chmdhm-
1?67 Tf` \`z`|w` Lamn hg Omdoa |`qpo|`d RML th t|amzg`| otz
Chmdhm l|amjf th Ztat` Lamn hg Omdoa agt`| tf` l|amjf
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 1
-
7/23/2019 PNB Summer internship report
13/90
az omwhcw`d om a g|apd zjamdac-
1?66 RML ajqpo|`d Fomdpztam Jhee`|joac Lamn Coeot`d om a
|`zjp`-
1??: RML ajqpo|`d M` Lamn hg Omdoa# fojf tf`
Ihw`|me`mt hg Omdoa fad matohmacoz`d om 1?62-
1??6 RML z`t pr a |`r|`z`mtatow` hggoj` om Aceaty#
Na{anfztam-
-
7/23/2019 PNB Summer internship report
14/90
RML oz acayz ghjpzomi hm `vramdomi al|had amd tocc dat` faz od`mtogo`d
zhe` `e`|iomi `jhmheo`z- Zhe` hg tf`e a|` om tf`z` rcaj`z-
h Aceaty-
h Na{anfztam-
h Zfamifao-
h Jfoma-
h Chmdhm-
h Nalpc-
h Agifamoztam
Gh|l`z Ichlac
-
7/23/2019 PNB Summer internship report
15/90
Azz`t Eamai`e`mt
R`mzohmz
Eh|tiai` chamz
J|`dot Ja|dz
Om lpzom`zz lamnomi z`jth|# Rpmkal Matohmac Lamn hgg`|z r|hdpjtz amd z`|woj`z
zpjf az d`rhzotz# lpzom`zz lamnomi z`|woj`z# chamz amd adwamj`z amd chjn`|z- Om
jh|rh|at` lamnomi z`jtohm# Rpmkal Matohmac Lamn hgg`|z r|hdpjtz amd z`|woj`z
con` fhc`zac` lamnomi# chamz amd adwamj`z# d`rhzotz amd jh|rh|at` lamnomi
z`|woj`z-
-
7/23/2019 PNB Summer internship report
16/90
h Laii`d Z`jhmd r|o{` pmd`| tf` jat`ih|y hg L`zt Yomd Rh`| R|hk`jt
Gomamj`
-
7/23/2019 PNB Summer internship report
17/90
-
7/23/2019 PNB Summer internship report
18/90
:- COT@\ATP\@ ( JHMJ@RTPAC ZPRRH\T
Tf` rp|rhz` hg tf` cot`|atp|` |`wo` oz th |`wo` fat faz r|`wohpzcy l``m dhm`
hm tf` zplk jt amd amacy{` ot om tf` r|`z`mt jhmt`vt zh tfat am `gg`jtow`
pmd`|ztamdomi jam l` `ztalcozf`d-
:-1 Lamnomi Z`jth|
Tf` Lamnomi Omdpzt|y az hmj` a zoerc` amd |`coalc` lpzom`zz tfat thhn d`rhzotz
g|he omw`zth|z at a ch`| omt`|`zt |at` amd cham`d ot hpt th lh||h`|z at a foif`|
|at`- Fh`w`| d`|`ipcatohm amd t`jfmhchiy c`d th a |`whcptohm om tf` Lamnomi
Omdpzt|y tfat za ot t|amzgh|e`d- Lamnz faw` l`jhe` ichlac omdpzt|oac
rh`|fhpz`z tfat faw` j|`at`d `w`| eh|` jherc`v r|hdpjtz-
A Lamnomi z`jth| r`|gh|ez tf|`` `zz`mtoac gpmjtohmz om am `jhmhey; tf`
hr`|atohm hg tf` raye`mt zyzt`e# tf` ehloco{atohm hg zawomiz amd tf` acchjatohm
hg zawomiz th tf` omw`zte`mt r|hk`jtz- Ly acchjatomi jarotac th tf` foif`zt wacp`
pz` foc` coeotomi tf` |oznz amd tf` jhztz omwhcw`d tf` lamnomi z`jth| jam `v`|t a
rhzotow` omgcp`mj` hm tf` hw`|acc `jhmhey amd tfpz oz hg l|had eaj|h`jhmheoj
jhmz`qp`mj` &\hcamd# Kagg` amd C`whmoam#
-
7/23/2019 PNB Summer internship report
19/90
Tf` jhccarz` hg tf` Lamnomi Omdpzt|y om tf` Gomamjoac J|ozoz# fh`w`|#
e`amz tfat zhe` hg tf` eh|` `vt|`e` |ozn%tanomi amd jherc`v z`jp|oto{atohm
ajtowoto`z tfat lamnz omj|`azomicy `miai`d om zomj`
-
7/23/2019 PNB Summer internship report
20/90
tf` R|owat` Z`jth| Lamnz a|` eanomi t|`e`mdhpz r|hi|`zz- Tf`y a|` c`ad`|z om
Omt`|m`t lamnomi# ehloc` lamnomi# rfhm` lamnomi# ATEz- Az ga| az gh|`oim lamnz
a|` jhmj`|m`d tf`y a|` con`cy th zpjj``d om tf` Omdoam Lamnomi Omdpzt|y-
Om tf` Omdoam Lamnomi Omdpzt|y zhe` hg tf` R|owat` Z`jth| Lamnz hr`|atomi
a|` ODLO Lamn# OMI Wyaza Lamn# ZLO Jhee`|joac amd Omt`|matohmac Lamn Ctd#
Lamn hg \akaztfam Ctd- amd lamnz g|he tf` Rplcoj Z`jth| omjcpd` Rpmkal Matohmac
lamn# Wokaya Lamn# PJH Lamn# H|o`mtac Lamn# Accafalad Lamn aehmi htf`|z-
AM[ I|omdcayz Lamn# ALM%AE\H Lamn# Ae`|ojam @vr|`zz Lamn Ctd# Jotolamn
a|` zhe` hg tf` gh|`oim lamnz hr`|atomi om tf` Omdoam Lamnomi Omdpzt|y-
:-: Zeacc Amd E`dope @mt`|r|oz`z &ZE@z/ Om Omdoa
Tf` zeacc amd e`dope `mt`|r|oz`z z`ie`mt faz l``m a throj hg omt`mz`
d`col`|atohm aehmi lamnz# gomamjoac omztotptohmz# omdpzt|y amd ajad`eojoamz- Om
Omdoa# zeacc amd e`dope `mt`|r|oz`z &ZE@/ oz a i`m`|oj t`|e pz`d th d`zj|ol`
zeacc zjac` omdpzt|oac &ZZO/ pmotz amd e`dope%zjac` omdpzt|oac pmotz- Az r`| tf`
Eoj|h# Zeacc amd E`dope @mt`|r|oz`z D`w`chre`mt Ajt hg
-
7/23/2019 PNB Summer internship report
21/90
Om Omdoa# ZE@ oz tf` loii`zt r|hwod`| hg `erchye`mt m`vt hmcy th
Ai|ojpctp|`- Tf` ZE@z jhmztotpt` ?0 hg thtac omdpzt|oac pmotz amd
jhmztotpt` 42 hg thtac omdpzt|oac hptrpt-
Gh|e`|cy# lhtf Ihw`|me`mt amd \LO j|`dot rhcojy rcaj`d `erfazoz hm
eampgajtp|omi pmotz g|he tf` Zeacc Zjac` Z`jth|- Fh`w`|# om h|d`| th
ean` tf` zo{` hg tf` pmot amd tf` t`jfmhchiy `erchy`d ly go|ez th l`
ichlaccy jher`totow`# tf` d`gomotohm hg Zeacc Zjac` Z`jth| az |`wozot`d-
N``romi om wo` tf` zae` amd tf` ichlac r|ajtoj`z# ot az d`jod`d th
l|had`m tf` jhmj`rt hg ZZO Z`jth| ly omjcpzohm hg z`|woj`z otfom otz aelot
az aczh omjcpdomi tf` E`dope @mt`|r|oz`z om a jherhzot` z`jth| hg Zeacc
' E`dope @mt`|r|oz`z-
Zplz`qp`mtcy# EZE@D Ajt az hr`|atohmaco{`d otf `gg`jt g|he
-
7/23/2019 PNB Summer internship report
22/90
r|hj`zz`z# iow`m tf` alpmdamt zprrcy hg calhp| om tf`z` jhpmt|o`z# f`|`om
jarotac oz zja|j`-
Tf` `majte`mt hg tf` Eoj|h# Zeacc amd E`dope @mt`|r|oz`z D`w`chre`mt
&EZE@D/ Ajt#
-
7/23/2019 PNB Summer internship report
23/90
hrrh|tpmoty gh| tf` ca|i`zt lpzom`zz jheepmoty# o- - ZE@z tf|hpif `gg jtow`
omwhcw`e`mt om omt`|matohmac t|ad` ly zt|`aecomomi j`|taom gajth|z# zpjf az# ajj`zz
th ea|n`tz# ajj`zz th t`jfmhchiy# ajj`zz th znoccz# gomamj`# d`w`chre`mt hg
m`j`zza|y omg|azt|pjtp|`# ZE@%tav g|o mdcy `mwo|hme`mt# `vjfami`z hg l`zt
r|ajtoj`z th mae` a g`-
Tf` ZE@ z`jth| faz aczh |`iozt`|`d a jhmzozt`mtcy foif`| i|htf |at` tfam
tf` hw`|acc eampgajtp|omi z`jth|- Om gajt# ot rcayz a dpac |hc` zomj` tf` hptrpt
r|hdpj`d ly ZE@z oz mht hmcy alhpt gomac jhmzpertohm lpt aczh a zhp|j` hg
jarotac ihhdz om tf` gh|e hg omrptz th f`awy omdpzt|o`z-
:-0 Gomamjomi tf` ZE@z
Om G`l
-
7/23/2019 PNB Summer internship report
24/90
Cat`cy tfoz z`ie`mt faz l``m otm`zzomi omdz hg jfami` om tf` m`
zhp|j`z hg jarotac% om tf` gh|e hg r|owat` `qpoty &R@/ amd gh| oim do|`jt
omw`zte`mtz &GDO/- Om Kam
-
7/23/2019 PNB Summer internship report
25/90
:-9 Oerh|tamt Jhmj`rtz
LAMN IPA\AMT@@Z; Lamnz jhe` aj|hzz a )Ipa|amt ) om th
jarajoto`z- Hm` az a l`m`gojoa|y f`m zhe`lhdy ipa|amt``z tf` raye`mt
hg d`lt hg lamn)z lh||h`| om jaz` hg d`gapct- Tf` htf`| az a ipa|amth|#
f`m tf` lamn otz`cg r|heoz`z th ray tf` dp`z h| dozjfa|i` tf` coalocoto`z hg
otz jpzthe`|z om gawhp| hg a tfo|d ra|ty- Yfoc` om tf` gh|e`| jaz`# tf` Lamn
oz tf` j|`doth|# om tf` catt`| jaz`# Lamn)z coalocoty oz jh%`vt`mzow` otf tfat hg
tf` d`lth|-
C@TT@\Z HG J\@DOT; Z`|woj`z hg tfo|d ra|ty az am omt |e`doa|y oz
pzpaccy a lamn fh ozzp`z a c`tt`| hg azzp|amj` th a z`cc`| at tf` |`qp`zt
hg a lpy`| gh| raye`mt hg jhzt hg ihhdz( z`|woj`z zhcd hm j`|taom t`|ez
amd jhmdotohmz- Zpjf am azzp|amj` c`tt`| oz mae`d az a ,C`tt`| hg J|`dot,-
QPAZO JAROTAC; Qpazo jarotac occ omjcpd` &o/ aehpmt hg J`mt|ac(Ztat`
zplzody&oo/ Chmi t`|e pmz`jp|`d omt`|`zt g|`` chamz g|he ihw`|me`mt h|
ihw`|me`mt ai`mjo`z zpjf az zac`z tav cham `tj- &ooo/ chmi t`|e pmz`jp|`d
omt`|`zt g|`` chamz g|he r|heht`|z r|hwod`d zpjf chamz a|` zplh|domat`d
th tf` chamz g|he lamnz(gomamjoac omztotptohmz &ow/ Mhm%|`gpmdalc` d`rhzotz-
&w/ \ozn jarotac azzoztamj` r|hwod`d ly \ozn Jarotac ' T`jfmhchiy Gomamj`
Jh|rh|atohm Ctd-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz
-
7/23/2019 PNB Summer internship report
26/90
4- R\HJ@ZZ ( E@TFHDHCHI_
Mh agt`| ihomi tf|hpif tf` jhmj`rtpac zprrh|t |`qpo|`d gh| pmd`|ztamdomi tf`
r|hk`jt# a e`tfhdhchiy faz th l` r|`ra|`d gh| fh th jherc`t` tf` r|hk`jt
zpjj`zzgpccy-
4-1 R|hk`jt E`tfhdhchiy
Tf` e`tfhdhchiy(r|hj`zz ghcch`d oz az ghcchz ;
a- Tf` lh||h`| zpleotz tf` r|hk`jt |`rh|t amd acc tf` |`c`wamt dhjpe`mtz th
tf` lamn-
l- Tf` r|hk`jt |`rh|t az iow`m th e` gh| am om d`rtf amacyzoz-
j- A r|`%zamjtohm arr|aozac amd `wacpatohm az tf`m ja||o`d hpt ly ztpdyomi
tf` jheramyz gomamjoac ztat`e`mt-
d- \`zt|pjtp|omi hg tf` jheramyz Lacamj` Zf` t amd R|hgot amd Chzz
Ajjhpmt om th tf` J|`dot Ehmoth|omi A||ami`e`mt &JEA/ gh|eat-
`- Tf` lh||h`| jheramy az |at d pzomi tf` J\OZOC J|`dot \atomi Ehd c-
g- Hm l`omi azzp|`d hg tf` j|`dot h|tfom`zz hg tf` lh||h`|# tf` cham oz
dozlp|z`d-
EAVOEPE R@\EOZZOLC@ LAMN GOMAMJ@; ERLG oz jacjpcat`d f`m
tf` lh||h`| amtz cham gh| h|nomi jarotac |`qpo|`e`mt- Tf` eavoepe
r`|eozzolc` lamn gomamj` occ# tf`|`gh|`# l` h|nomi jarotac iar c`zz tf`
aehpmt th l` zh jhmt|olpt`d ly tf` lh||h`|-
4-< Chjac` hg tf` R|hk`jt
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz
-
7/23/2019 PNB Summer internship report
27/90
Rpmkal Matohmac Lamn oz tf` z`jhmd ca|i`zt ztat`%hm`d jhee`|joac lamn
om Omdoa otf alhpt 0222 l|amjf`z aj|hzz 974 joto`z omjcpdomi 0 hw`|z`az
l|amjf`z- Tf` lamn faz otz f`ad hggoj` om M` D`cfo- Tf` r|hk`jt oz jhmdpjt`d
om tf` Rpmkal Matohmac Lamn# Gomamjomi ZE@# Ean`| Th`|# jpgg ra|ad`#
Epelao-
4-: Zaerc` Zo{`
Tf` zaerc` jfhz`m gh| arr|aozac az hm`# jhmzoztomi hg r|hrhzacz hg ZE@
ajjhpmtz amd tan`hw`| ajjhpmtz-
4-4 Zhp|j` hg Data
Tf` r|hk`jt oz ead` tf|hpif z`jhmda|y data- Z`jhmda|y data om t`|ez hg
Gomamjoac Ztat`e`mtz o-`- Lacamj` Zf``t# R|hgot amd chzz amd Jazf Gch
Ztat`e`mt `|` ztpdo`d- Tf` data oz tf`m gh|eatt`d az r`| tf` JEA |`qpo|`e`mt
hg tf` lamn- Tf` iow`m data az ztpdo`d amd tf` |`c`wamt |atohz `|` jherpt`d
th azj`|taom tf` j|`dot h|tfom`zz hg tf` lh||h`|- Tf` wa|ohpz ra|ae`t |z zpjf
az gomamjoac amd omdpzt|y `|` ztpdo`d amd f`mj` a cham arr|aozac az j|`at`d-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz
-
7/23/2019 PNB Summer internship report
28/90
0- ZE@ RHCOJ_
0-1 Hlk`jtow`z
Tf` ZE@ Cham Rhcojy oz g|ae`d otf tf` ghcchomi hlk`jtow`z;
Th oer|hw` gch hg j|`dot th ZE@ Z`jth|-
Th gh|epcat` mh|ez hg c`mdomi th ZE@ z`jth|# th `mzp|` awaocalocoty hg
ad`qpat` amd toe`cy j|`dot th tf` z`jth|
Th r|hwod` ipod`com`z th tf` l|amjf`z th dozr`mz` j|`dot th ZE@ Z`jth|-
Th d`woz` am h|iamo{atohmac zt|pjtp|` at acc c`w`cz gh| famdcomi ZE@ j|`dot
rh|tghcoh om a eh|` ghjpz`d eamm`|-
Th jhercy otf t`|ez hg Rhcojy rajnai` ammhpmj`d ly Fhmlc` Pmohm
Gomamj` Eomozt`| hm 12-26-
-
7/23/2019 PNB Summer internship report
29/90
\`rh|tomi amd Ehmoth|omi Zyzt`e
Zeacc ' E`dope @mt`|r|oz`z Z`jth|
Tf` ZE@ z`ie`mt oz l|hadcy jcazzogo`d az pmd`| om EZE@D AJT#
-
7/23/2019 PNB Summer internship report
30/90
Eoj|h# Zeacc amd E`dope @mt |r|oz`z az r`| |`ipcath|y d`gomotohm
o|| zr`jtow` i`hi|arfojac chjatohm# o- - |p|ac# z`eop|lam# p|lam# e`t|h
a|`az-
Acc htf`| `mtoto`z otf tf`o| ammpac zac`z tp|mhw`| hg \z- 1(% j|h|` th \z-
102(% j|h|`z amd m` omg|azt|pjtp|` amd |`ac `ztat` r|hk`jtz# f`|` tf`
r|hk`jt jhzt oz prth \z- 02(% j|h|`z-
ZE@z fojf a| Azzhjoat (zozt`| jhmj`|mz hg Yfhc zac Lamnomi
jpzthe`|z-
Jcplz# T|pztz# `tj-
Gomamjomi pmd`| wa|ohpz Ihw`|me`mt zjf`e`z capmjf`d gh| EZE@
Z`jth|-
Fh`w`|# zpjf pmotz# fojf a|` hptzod` tf` rp|wo` hg |`ipcath|y d`gomotohm occ
mht gh|e ra|t hg R|oh|oty Z`jth| c`mdomi-
0-0 Tf` Lamnz ZE@ R|hdpjtz
Tf` ghcchomi r|hdpjtz a|` capmjf`d gh| ZE@ z`jth| aj|hzz tf` jhpmt|y;
ZA\TFAN PD_AEO Gh| z`ttomi pr m` pmotz> `vramzohm# ehd`|mo{atohm
' |`mhwatohm hg `voztomi pmotz> rp|jfaz` hg camd# jhmzt|pjtohm hg lpocdomi#
eajfom`|y# `qpore`mt `tj> amd h|nomi jarotac gajocoto`z-
RML R\AIATO PD_AEO Tf` gomamjoac azzoztamj` th lhtf m` amd
`voztomi pmotz# gh| ajqpo|omi gov`d azz`tz o-`- camd# gajth|y# lpocdomi# rcamtz#
eajfom`|y amd h|nomi jarotac gajocoto z gh| Z`|woj` omdpzt|y con`
Adw`|tozomi Ai`mjo`z# Ea|n`tomi ( Omdpzt|y Jhmzpctamjy# Tyromi ( V`|hv
J`mt|`# Omdpzt|oac T`ztomi Calz# Jyl`| Jag# Apth%|`rao|# Capmd|y ' D|y
Jc`amomi# OZD ( ZTD Lhhtfz# Jalc` TW M`th|nz# L`apty Ra|ch| amd
J|jf`# `tj-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz :2
-
7/23/2019 PNB Summer internship report
31/90
RML NPZFAC PD_AEO CHAMZ TH J\AGTZE@M ' T@JFMOJACC_
QPACOGO@D @MT\@R\@M@P\Z
Th z`t pr Eoj|h amd Zeacc pmotz# gh| rp|jfaz` hg gov`d azz`tz amd e``tomi
h|nomi jarotac m``dz-
RML IA\\AI@ _HKAMA% Gh| t`jfmhchiy pri|adatohm hg Apthehloc`
Ia||ai` &Yh|nzfhrz/
Chamz gh| z ttomi pr Omdpzt|oac @ztat`z% Jhhr`|atow` Zhjo`to`z#
ra|tm`|zfor go|ez amd khomt zthjn jheramo`z fh faw` zrhmzh|`d r|hk`jtz
gh| `ztalcozfomi `jhmheojaccy woalc omdpzt|oac `ztat`z amd faw` tf`
m`j`zza|y arr|hwac hg Ztat` Do|`jth|at` hg Omdpzt|o`z amd chjac aptfh|oto`z#
hpcd l` azzozt`d pmd`| tf` Zjf`e`-
RML WONAZ PD_AEO Gh| ajqpo|omi OZH%?222 j`|togojatohm# @vr`mz`z hm
jhmzpctamjy# dhjpe`mtatohm# apdot j`|togojatohm g``z# `qpore`mt amd
jacol|atomi omzt|pe`mtz |`qpo| d hpcd l` tan`m omth ajjhpmt gh|
d`t`|eomomi cham |`qpo|`e`mt-
RML ZE@ ZAFA_HI ZJF@E@ Gh| jhmtomi`mjo`z con` addotohmac
rp|jfaz` hg |a eat`|oac omjcpdomi rajnomi eat`|oac( famdcomi jfa|i`z gh|
tf` `v`jptohm hg lpcn h|d`|z# tanomi ra|t om matohmac ( omt`|matohmac t|ad`
`vfolotohm# raye`mt hg jhmzpctamjy jfa|i`z# eajfom |y |`rao|# calhp|
raye`mtz# `tj-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz :1
-
7/23/2019 PNB Summer internship report
32/90
7- J\@DOT \OZN \ATOMI
7-1 Omt|hdpjtohm
Omt|hdpj`d om Kpcy
-
7/23/2019 PNB Summer internship report
33/90
Tf` lamn faz d`w`chr`d tf` ghcchomi J|`dot \ozn \atomi Ehd`cz
Z|- Mh- J|`dot \ozn \atomi
Ehd`c
Arrcojalocoty
Thtac Coeotz Zac`z
1 Ca|i` Jh|rh|at` Alhw` \z 10 j|h|`
&H\/
Alhw` \z 122 j|h|`
`vj`rt T|adomi
jhmj`|mz< Eod Jh|rh|at` Alhw` \z 0 j| amd
prth \z 10 j| &H\/
Alhw` \z
-
7/23/2019 PNB Summer internship report
34/90
-
7/23/2019 PNB Summer internship report
35/90
-
7/23/2019 PNB Summer internship report
36/90
RML % D Japtohm \ozn :2-22 amd l`ch RML % D
\atomiz otf AAA# AA# A# LL AMD L i|ad`z zoimogy Omw`zte`mt I|ad` amdJ amd D |atomi i|ad`z a|` jacc`d Foif \ozn I|ad`-
0- Oerajt hg Zomic` Ehzt J|pjoac Gajth| hm \atomi
Tf` w`ttomi aptfh|oty hm tf` lazoz hg tf` j|pjoac gajth|z e`mtohm`d l`ch eay
dhmi|ad` tf` |atomi hg am ajjhpmt-
@gg`jtz hg amy eakh| d`w`chre`mtz fojf a|` mht y`t jc`a|`d# eakh| daeai` th
rcamt(zthjnz# jhp|t kpdi`e`mt hm `mwo|hme`mtac tf|`atz# omwhcw`e`mt hg
r|heht`|z(jheramy om `vjoz (G@\A(tav%`wazohm# |`jhw`|y zpot(omdomi%pr
r`totohm goc`d ly J|`doth|z(GOz(Lamnz# amy jowoc(j|oeomac r|hj``domiz aiaomzt tf`
r|heht`|z(jheramy# jfami` hg eamai`e`mt `tj-
H\
Amy htf`| j|pjoac gajth|# fojf faz jhe` th tf` mhtoj` hg tf` lamn amd faz a
zplztamtoac `gg`jt hm tf` hr`|atohmac `ggojo`mjy(woalocoty hg tf` pmot zpjf az
o- Agg`jtomi occomim`zz(jaralocoty hg tf` r|heht`|z th |`ray tf` d`lt az r`|ai|``d t`|ez amd jhmdotohmz
oo- Zplztamtoac oerao|e`mt om tf` wacp` hg azz`tz omjcpdomi Lchjn
Azz`tz(Chamz amd Adwamj`z( Omw`zte`mtz- Omw`mth|y(D`lth|z
ooo- Hlzhc`zj`mj` hg tf` r|hdpjt h| amy eakh| jfami` om tf` Ihwt- Rhcojo`z
fawomi tf` zplztamtoac oerajt hm tf` r`|gh|eamj` hg tf` jheramy# `tj
Tf` gajth|z ztat`d alhw` a|` hmcy omdojatow` amd tf` ajjhpmt eay l`
dhmi|ad`d hm amy htf`| j|pjoac gajth|# fojf agg`jtz tf` hr`|atomi
`ggojo`mjy(woalocoty hg tf` pmot-
7-: I@M@\AC IPOD@COM@Z
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz :7
-
7/23/2019 PNB Summer internship report
37/90
1- Tf` j|`dot |ozn |atomi ehd`c oz arrcojalc` th tf` zeacc lh||hac ajjhpmtz
pmd`| ZTAMDA\D jat`ih|y awaocomi aii|`iat` coeotz &Gpmd laz`d# TC
amd Mhm%Gpmd laz`d/ alhw` \z < Cajz amd prth \z 0 j|h|`z amd fawomi
tp|mhw`| prth \z
-
7/23/2019 PNB Summer internship report
38/90
7-4 TF@ J\@DOT \OZN \ATOMI THHC AM HW@\WO@Y
Omt|hdpjtohm
Tf` j|`dot |ozn |atomi thhc faz l``m d`w`chr`d otf a wo` th r|hwod` a ztamda|d
zyzt`e gh| azzoimomi a j|`dot |ozn |atomi th tf` lh||h`|z hg tf` lamn ajjh|domi thtf`o| |ozn r|hgoc`-
J|`dot \ozn \atomi Zt|pjtp|`
Tf` j|`dot |ozn |atomi ehd`c faz l``m d`w`chr`d th jartp|` j|`dot |ozn gajth|z
pmd`| a|`az wo{-
1- Gomamjoacz
-
7/23/2019 PNB Summer internship report
39/90
hg tf`z` gajth|z faw` do|`jt oerajt hm otz r|hgotalocoty- Om tf` r|`z`mt zj`ma|oh
`ggojo`mt r|hk`jt arr|aozac faz azzpe`d a i|`at oerh|tamj` az ot jam jf`jn amd
r|`w`mt omdpjtohm hg `an ajjhpmtz th hp| cham rh|tghcoh- Acc rhzzolc` zt`rz m``d
th l` tan`m th zt|`mitf`m r|` zamjtohm arr|aozac az acayz R|`w`mtohm oz l`tt |
tfam Jp|`- Yotf tf` hr`momi pr hg tf` `jhmhey |arod jfami`z a|` tanomi rcaj`
om tf` t`jfmhchiy amd gomamjoac z`jth| `vrhzomi lamnz th i|`at`| |oznz# fojf jam
l` l|hadcy jcazzogo`d az pmd`|;
Omdpzt|y \oznz
Ihw`|me`mt |`ipcatohmz amd rhcojo z# awaocalocoty hg omg|azt|pjtp|`
gajocoto`z# Omdpzt|y \atomi# Omdpzt|y Zj`ma|oh ' Hptchhn# T`jfmhchiy
Pr i|adatohm# awaocalocoty hg omrptz# r|hdpjt hlzhc`zj`mj`# `tj-
Lpzom`zz \oznz
Hr`|atomi `ggojo`mjy# jher`totohm gaj`d g|he tf` pmotz `miai`d omzoeoca| r|hdpjtz# d`eamd amd zprrcy rhzotohm# jhzt hg calh|# jhzt hg
|a eat`|oac amd htf`| omrptz# r|ojomi hg r|hdpjt# zp|rcpz awaocalc`#
ea|n`tomi# `tj-
Eamai`e`mt
\oznz
Lajni|hpmd# omt`i|oty amd ea|n`t ztamdomi( |`rptatohm hg r|heht |z#
h|iamo{atohmac z`t pr amd eamai`e`mt fo`|a|jfy#
`vr`|toz`(jher`t`mj` hg r`|zhmz fhcdomi n`y rhzotohm om tf`
h|iamo{atohm# d c`iatohm amd d`j`mt|aco{atohm hg aptfh|oty#
ajfo`w`e`mt hg ta|i`tz# t|ajn |`jh|d om `v`jptohm hg r|hk`jt# d`lt
|`raye`mt# omdpzt|y |`catohmz `tj-
Gomamjoac \oznz
Gomamjoac zt|`mitf(ztamdomi hg tf` r|heht`|z# | coalocoty amd
|`azhmalc`m`zz hg r|hk`jtohmz# razt gomamjoac r`|gh|eamj`# |`coalocoty
hg hr`|atohmac data amd gomamjoac |atohz# ad`qpajy hg r|hwozohmomi gh|
lad d`ltz# qpacogyomi |`ea|nz hg apdoth|z(omzr`jth|z `tj-
Om coift hg tf` gh|`ihomi |oznz# tf` lamnz arr|aozac e`tfhdhchiy zfhpcd n``r raj`
otf `w | jfamiomi `jhmheoj `mwo|hme`mt- Tf` arr|aozac zyzt`e aoez th
d`t`|eom` tf` j|`dot m``dz(|`qpo|`e`mtz hg tf` lh||h`| tanomi omth ajjhpmt tf`
gomamjoac |`zhp|j`z hg tf` jco`mt- Tf` `md hlk`jtow` hg tf` arr|aozac zyzt`e oz th
`mzp|` tfat tf`|` oz mh pmd`| % gomamjomi h| hw`| % gomamjomi- Ghcchomi a|` tf`
azr`jtz# fojf m``d th l` zj|ptomo{`d amd amacy{`d foc` arr|aozomi;
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz :?
-
7/23/2019 PNB Summer internship report
40/90
EA\N@T AMAC_ZOZ
&D`eamd ' Rht`mtoac/
Tf` ea|n`t d`eamd amd rht`mtoac oz th l` `vaeom`d gh| `ajf r|hdpjt ot`e amd
otz wa|oamtz(zplztotpt`z ly tanomi omth ajjhpmt tf` z`ccomi r|oj` hg tf` r|hdpjtz th
l` ea|n`t`d woz%a%woz r|oj`z hg tf` jher`tomi r|hdpjtz(zplztotpt`z# dozjhpmtzt|pjtp|`# a||ami`e`mt ead` gh| agt`| zac` z`|woj`# jher`toth|z) ztatpz amd tf`o|
c`w`c hg hr`|atohm otf |`ia|d th r|hdpjtohm amd r|hdpjtz amd dozt|olptohm
jfamm`cz l`omi pz`d `tj- J|otojac amacyzoz oz |`qpo|`d |`ia|domi zo{` hg tf` ea|n`t
gh| tf` r|hdpjt&z/ lhtf chjac amd `vrh|t# laz`d hm tf` r|`z`mt amd `vr`jt`d
gptp|` d`eamd om |`catohm th zprrcy rhzotohm hg zoeoca| r|hdpjtz amd awaocalocoty hg
tf` htf`| zplztotpt`z az aczh jhmzpe`| r|`g`|`mj`z# r|ajtoj`z# attotpd`z#
|`qpo|`e`mtz `tj- Gp|tf`|# tf` lpy%lajn a||ami`e`mtz pmd`| tf` gh| oim
jhccalh|atohm# og amy# amd omgcp`mj` hg Ihw`|me`mt rhcojo`z aczh m``dz th l`
jhmzod`|`d gh| r|hk`jtomi tf` d`eamd- Jher`totohm g|he oerh|t`d ihhdz#
Ihw`|me`mt Oerh|t Rhcojy amd Oerh|t dpty zt|pjtp|` aczh m``d th l` `wacpat`d-
T@JFMOJAC AMAC_ZOZ
Om a dymaeoj ea|n`t# tf` r|hdpjt# otz wa|oamtz amd tf` r|hdpjt%eov r|hrhz`d th
l` eampgajtp|`d om t`|ez hg otz qpacoty# qpamtoty# wacp`# arrcojatohm amd jp||`mt
tazt`(t|`md |`qpo|`z tfh|hpif omw`ztoiatohm-
Chjatohm amd Zot`
Laz`d hm tf` azz`zze`mt hg gajth|z hg r|hdpjtohm# ea|n`tz# Ihwt- rhcojo`z amd
htf`| gajth|z# Chjatohm &fojf e`amz tf` l|had a|`a/ amd Zot` &fojf zoimogo`z
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 42
-
7/23/2019 PNB Summer internship report
41/90
zr`jogoj rcht hg camd/ z`c`jt`d gh| tf` Pmot otf otz adwamtai`z amd dozadwamtai`z#
og amy# zfhpcd l` zpjf tfat hw`|acc jhzt oz eomoeo{`d- Ot oz th l` z``m tfat zot`
z`c`jt`d faz ad`qpat` awaocalocoty hg omg|azt|pjtp|` gajocoto`z wo{- Rh`|# Yat`|#
T|amzrh|t# Jheepmojatohm# ztat` hg omgh|eatohm t`jfmhchiy `tj- amd oz om
ai|``e`mt otf tf` Ihwt- rhcojo`z- Tf` ad`qpajy hg zo{` hg camd amd lpocdomi gh|
ja||yomi hpt otz r|`z`mt(r|hrhz`d ajtowoty otf `mhpif zjhr` gh| ajjheehdatomi
gptp|` `vramzohm m``dz th l` kpdi`d-
\a Eat`|oac
Tf` jhzt hg `zz`mtoac(eakh| |a eat`|oacz amd jhmzpealc`z |`qpo|`d tf`o| razt
amd gptp|` r|oj` t|`mdz# qpacoty(r|hr`|to`z# tf`o| awaocalocoty hm a |`ipca| lazoz#
t|amzrh|tatohm jfa|i`z# Ihwt- rhcojo`z |`ia|domi |`ipcatohm hg zprrco`z amd r|oj`z
|`qpo|` th l` `vaeom`d om d`taoc- Gp|tf`|# jhzt hg omdoi`mhpz amd oerh|t`d |a
eat`|oac# go|e a||ami`e`mtz gh| r|hjp|`e`mt hg tf` zae` `tj- m``d th l`
azz`zz`d-
Rcamt ' Eajfom`|y# Rcamt Jarajoty amd Eampgajtp|omi R|hj`zz
Tf` z c`jtohm hg Rcamt amd Eajfom`|y r|hrhz`d th l` ajqpo| d f`tf`|
omdoi`mhpz h| oerh|t`d faz th l` om ai|``e`mt otf |`qpo|`d rcamt jarajoty#
r|omjorac omrptz# omw`zte`mt hptcay amd r|hdpjtohm jhzt az aczh otf tf`
eajfom`|y amd `qpore`mt ac|`ady omztacc d om am `voztomi pmot# foc` gh| tf` m`
pmot ot oz th l` `vaeom`d f`tf`| tf`z` a|` hg r|hw`m t`jfmhchiy az th otz
r`|gh|eamj`- Tf` t`jfmhchiy pz`d zfhpcd l` cat`zt amd jhzt `gg`jtow` `malcomi
tf` pmot th jher`t` om tf` ea|n`t- Rp|jfaz` hg |`jhmdotohm`d(hcd eajfom`|y oz th
l` d`act om t`|ez hg caod dhm ipod`com`z- Jheratolocoty hg rcamt amd eajfom`|y#
ra|tojpca|cy# om |`zr`jt hg oerh|t`d t`jfmhchiy otf qpacoty hg |a eat`|oac oz th l`
n`rt om wo`- Aczh rcamt amd eajfom`|y amd htf`| `qpore`mtz m``d`d gh| wa|ohpz
ptocoty z`|woj`z# tf`o| zprrcy rhzotohm# zr`jogojatohm# r|oj` amd r`|gh|eamj` az aczh
zprrco`|z) j|`d`mtoacz# amd om jaz` hg jhccalh|atohm# jhccalh|ath|z) r|`z`mt amd
gptp|` zprrh|t |`qpo|`z j|otojac amacyzoz- Rcamt jarajoty amd tf` jhmj`rt hg
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 41
-
7/23/2019 PNB Summer internship report
42/90
`jhmheoj zo{` faz a eakh| l`a|omi hm tf` r|`z`mt amd gptp|` rcamz hg tf`
`mt|`r|`m`p|&z/ amd zfhpcd l` |`cat`d th tf` awaocalocoty hg |a eat`|oac# r|hdpjt
d`eamd# r|hdpjt r|oj` amd t`jfmhchiy-
Tf` z`c`jt`d r|hj`zz hg eampgajtp|omi omdojatomi tf` ad`qpajy# awaocalocoty amd
zpotalocoty hg t`jfmhchiy th l` pz`d achmi otf rcamt jarajoty# eampgajtp|omi
r|hj`zz m``dz th ztpdo`d om d`taoc otf jarajoto`z at wa|ohpz ztai`z hg r|hdpjtohm
l`omi zpjf tfat ot gajocotat`z hrtoepe ptoco{atohm amd `mzp|`z gptp|` `vramzohm(
d`lhttc`m`jnomi# az amd f`m |`qpo|`d- Ot oz aczh th l` `mzp|`d tfat
a||ami`e`mtz a|` ead` gh| omzr`jtohm at omt`|e`doat (gomac ztai`z hg r|hdpjtohm
gh| `mzp|omi qpacoty hg ihhdz hm zpjj`zzgpc jhee`mj`e`mt hg r|hdpjtohm amd
jherc`tohm# f`|`w`| |`qpo|`d-
GOMAMJOAC AMAC_ZOZ
Tf` azr`jtz fojf m``d th l` amacy{`d pmd`| tfoz f`ad zfhpcd omjcpd` jhzt hg
r|hk`jt# e`amz hg gomamjomi# jhzt hg r|hdpjtohm# l|`an%`w`m amacyzoz# gomamjoac
ztat`e`mtz az aczh r|hgotalocoty(gpmdz gch r|hk`jtohmz# gomamjoac |atohz# z`mzotowoty
amacyzoz fojf a|` dozjpzz`d az pmd`|;
Jhzt hg R|hk`jt ' E`amz hg Gomamjomi
a- Tf` eakh| jhzt jherhm`mtz hg amy r|hk jt a|` camd amd lpocdomi omjcpdomi
t|amzg`|# |`iozt|atohm amd d`w`chre`mt jfa|i`z az aczh rcamt amd eajfom`|y#
`qpore`mt gh| apvocoa|y z`|woj`z# omjcpdomi t|amzrh|tatohm# omzp|amj`# dpty#
jc`a|omi# chadomi amd pmchadomi jfa|i`z `tj- Ot aczh omwhcw`z jhmzpctamjy
amd nmh%fh `vr`mz`z fojf a|` rayalc` th gh| oim jhccalh|ath|z h|
jhmzpctamtz fh a|` oera|tomi tf` t`jfmojac nmh%fh- \`jp||omi ammpac
|hyacty raye`mt oz mht |`gc`jt`d pmd`| tfoz f`ad lpt oz ajjhpmt`d gh| pmd`|
tf` r|hgotalocoty ztat`e`mtz- Gp|tf`|# r|`coeoma|y `vr`mz`z# zpjf az# jhzt hg
omjh|rh|atohm hg tf` Jheramy# otz |`iozt|atohm# r|`ra|atohm hg g`azolocoty
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 4
-
7/23/2019 PNB Summer internship report
43/90
|`rh|t# ea|n`t zp|w`yz# r|`%hr`|atow` `vr`mz`z con` zaca|y# t|aw`ccomi# zta|t pr
`vr`mz`z# eh|tiai` `vr`mz`z omjp||`d l gh|` jhee`mj`e`mt hg
jhee |joac r|hdpjtohm aczh gh|e ra|t hg jhzt hg r|hk`jt- Aczh omjcpd`d om ot
a| jarotac ozzp` `vr`mz`z fojf jam l` om tf` gh|e hg l|hn`|ai`#
jheeozzohm# adw`|toz`e`mt# r|omtomi# ztatohm |y `tj- Gomaccy# r|hwozohmz gh|
jhmtomi`mjo`z th e``t amy pmgh|`z``m `vr`mz`z# zpjf az# r|oj` `zjacatohm h|
amy htf`| `vr`mz` fojf faw` l``m omadw`|t`mtcy heott`d con` ea|iom gh|
h|nomi jarotac |`qpo|`e`mtz |`qpo|`d th jherc t` tf` r|hdpjtohm jyjc #
omt`|`zt dp|omi jhmzt|pjtohm r`|ohd# `tj- a|` aczh ra|t hg jarotac jhzt hg r|hk`jt-
Ot oz th l` `mzp|`d foc` arr|aozomi tf` r|hk`jt tfat jhzt amd wa|ohpz
`ztoeat`z iow`m a|` |`acoztoj amd tf`|` oz mh pmd`|(hw`| `ztoeatohm- Gp|tf`|#
tf`z` jhzt jherhm`mtz zfhpcd l` zprrh|t`d ly r|hr`| qphtatohmz#
zr`jogojatohmz amd kpztogojatohmz hg camd# eajfom`|y amd nmh%fh `vr`mz`z
`tj-
oo- L`zod`z Lamnz cham# tf` r|hk`jt jhzt oz mh|eaccy gomamj`d ly l|omiomi jarotac
ly tf` r|heht`|z amd zfa|`fhcd`|z om tf` gh|e hg `qpoty# d`l`mtp|`z#
pmz`jp|`d chmi t`|e chamz amd d`rhzotz |aoz`d g|he g|o`mdz amd |`catow`z
fojf a|` mht |`rayalc` tocc |`raye`mt hg Lamn)z cham- \`zhp|j`z a|` |aoz`d
gh| gomamjomi r|hk`jt ly |aozomi t`|e chamz g|he Omztotptohmz(Lamnz fojf a|`
|`rayalc` hw`| a r`|ohd hg toe`# d`g`||`d t`|e j|`dotz z`jp|`d g|he zprrco`|z
hg eajfom`|y fojf a|` |`rayalc` om omztacce`mtz hw`| a r`|ohd hg toe`- Tf`
alhw` oz am occpzt|atow` cozt# az tf` r|heht`|z faw` mh zta|t`d |aozomi gpmdz
tf|hpif @p|h%ozzp`z# Gh|`oim Jp||`mjy chamz# r|`eope hm jarotac ozzp`z#
`tj- fojf a|` zhe`toe`z jhera|atow`cy jf`ar e`amz hg gomamj`- Zplzodo`z
amd d`w`chre`mt chamz r|hwod`d ly tf` J`mt|ac(Ztat` Ihw`|me`mt om mhtogo`d
lajna|d dozt|ojtz th att|ajt `mt|`r|`m`p|z a|` aczh e`amz hg gomamjomi a
r|hk`jt- Ot oz th l` azj`|taom`d tfat |`qpo|`e`mt hg gomamj` faz l``m r|hr`|cy
to`d%pr gh| pmfomd`|`d oerc`e`mtatohm hg a r|hk`jt- Tf` gomamjomi zt|pjtp|`
ajj`rt`d epzt l` om jhmzhmamj` otf i`m`|accy ajj`rt`d c`w`cz achmi otf
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 4:
-
7/23/2019 PNB Summer internship report
44/90
ad`qpat R|heht`|z) ztan - Tf` |`zhp|j`gpcm`zz# occomim`zz amd jarajoty
hg r|heht`| th jhmt|olpt` tf` zae` faw` aczh th l` omw`ztoiat`d-
Om jaz` hg r|hk`jt gomamj`# tf` r|heht`|(lh||h`| eay l|omi om prg|hmt foz
jhmt|olptohm &htf`| tfam gpmdz th l` r|hwod`d tf|hpif omt`|mac i`m`|atohm/ amd
tf` l|amjf`z zfhpcd jhee`mj` otz dozlp|z`e`mt agt`| tf` ztorpcat`d gpmdz
a|` l|hpift om ly tf` r|heht`|(lh||h`|- A jhmdotohm th tfoz `gg jt zfhpcd l`
ztorpcat`d ly tf` zamjtohmomi aptfh|oty om jaz` hg r|hk`jt gomamj`# hm jaz` th
jaz` lazoz d`r`mdomi prhm tf` |`zhp|j`gpcm`zz amd jarajoty hg tf` r|heht`|
th jhmt|olpt` tf` zae`- Ot zfhpcd l` `mzp|`d tfat at amy rhomt hg toe`# tf`
r|heht`|z jhmt|olptohm zfhpcd mht l` c`zz tfam tf` r|hrh|tohmat` zfa|`-
R|hgotalocoty Ztat`e`mt
Tf` r|hgotalocoty ztat`e`mt fojf oz aczh nmhm az bOmjhe` amd @vr`mdotp|`
Ztat`e`mt) oz r|`ra|`d agt`| jhmzod`|omi tf` m`t zac`z goip|` amd d`taocz hg do|`jt
jhztz(`vr`mz`z | catomi th |a eat`|oac# ai`z# rh`|# gp`c# jhmzpealc`
zth|`z(zra|`z amd htf`| eampgajtp|omi `vr`mz`z th a||ow` at a goip|` hg i|hzz
r|hgot- Tf`|`agt`|# acc htf`| `vr`mz`z con` zaca|o z# hggoj` `vr`mz`z# rajnomi#
z`ccomi(dozt|olptohm# omt`|`zt# d`r|`joatohm amd amy htf`| hw`|f`ad `vr`mz`z amd
tav`z a|` tan`m omth ajjhpmt th a||ow` at tf` goip|` hg m`t r|hgot- Tf` r|hk`jtohmz
hg r|hgot(chzz a|` r|`ra|`d gh| a r`|ohd jhw`|omi tf` |`raye`mt hg t`|e chamz-
Tf` `jhmheoj arr|aozac omjcpd`z zj|ptomo{omi acc tf` ot`ez hg jhzt# amd `vaeomomi
tf` azzpertohmz# og amy# th `mzp|` tfat tf`z` a|` |`acoztoj amd ajfo`walc`- Tf`|`
zfhpcd mht l` amy hrtoeoze h| r`zzoeoze om h|nomi hpt r|hgotalocoty r|hk`jtohmz
zomj` `w`m a cottc` jfami` om tf` r|hdpjt%eov g|he mhm%|`epm`|atow` th
|`epm`|atow` h| woj`%w`|za jam dozth|t tf` rojtp| - Yfoc` r|`ra|omi r|hgotalocoty
r|hk jtohmz# tf` razt t|`mdz hg r |gh|eamj` om am omdpzt|y amd htf`|
`mwo|hme`mtac gajth|z omgcp`mjomi tf` jhzt amd |`w`mp` ot`ez zfhpcd aczh l`
jhmzod`|`d hlk`jtow`cy-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 44
-
7/23/2019 PNB Summer internship report
45/90
I`m`|accy zr`anomi# a pmot eay l` jhmzod`|`d az gomamjoaccy woalc`# r|hi|`zzow`
amd `ggojo`mt og ot oz alc` th `a|m `mhpif r|hgotz mht hmcy th z`|woj` otz d`ltz toe`cy
lpt aczh gh| gptp|` d`w`chre`mt(i|htf-
L|`an%@w`m Amacyzoz
Amacyzoz hg l|`an%`w`m rhomt hg a lpzom`zz `mt`|r|oz` hpcd f`cr om nmhomi tf`
c`w`c hg hptrpt amd zac`z at fojf tf` lpzom`zz `mt`|r|oz` kpzt l|`anz `w`m o-`-
tf`|` oz m`otf`| r|hgot mh| chzz- A lpzom`zz `a|mz r|hgot og ot hr`|at`z at a c`w`c
foif`| tfam tf` l|`an%`w`m c`w`c h| l|`an%`w`m rhomt- Og# hm tf` htf`| famd#
r|hdpjtohm oz l`ch tfoz c`w`c# tf` lpzom`zz hpcd omjp| chzz- Tf` l|`an%`w`m
rhomt om am aci`l|aoj `qpatohm jam l` rpt az pmd`|;
Tf` gov`d jhztz omjcpd` acc tfhz` jhztz fojf t`md th |`eaom tf` zae` pr th a
j`|taom c`w`c hg r|hdpjtohm foc` wa|oalc` jhztz a|` tfhz` jhztz fojf t`md th
jfami` om r|hrh|tohm otf tf` whcpe` hg r|hdpjtohm- Az |`ia|dz pmot zac`z r|oj`#
ot oz i`m`|accy tf` zae` gh| acc c`w`cz hg hptrpt-
Tf` l|`an%`w`m amacyzoz jam f`cr om eanomi wotac d`jozohmz |`catomi th govatohm hg
z`ccomi r|oj` ean` h| lpy d`jozohm# eavoeo{omi r|hdpjtohm hg tf` ot`e iowomi
foif`| jhmt|olptohm `tj- Gp|tf |# tf` l| an%`w`m amacyzoz jam f`cr om
pmd`|ztamdomi tf` oerajt hg oerh|tamt jhzt gajth|z# zpjf az# rh`|# |a eat`|oac#
calh|# `tj- amd hrtoeo{omi r|hdpjt%eov th oer|hw` r|hk`jt r|hgotalocoty-
Gpmd%Gch Ztat`e`mt
A gpmd%gch ztat`e`mt oz hgt`m d`zj|ol`d az a Ztat`e`mt hg Ehw`e`mt hg Gpmdz
h| f`|` iht; f`|` ihm` ztat`e`mt- Ot oz d`|ow`d ly jhera|omi tf` zpjj`zzow`
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz
L|`an%`w`m rhomt
&Whcpe` h| Pmotz/
Thtac Gov`d Jhzt ( &Zac`z r|oj` r`| pmot % Wa|oalc` Jhzt r`|pmot/
L|`an%`w`m rhomt
&Zac`z om |pr``z/
&Thtac Gov`d Jhzt v Zac`z/ ( &Zac`z % Wa|oalc` Jhztz/
40
-
7/23/2019 PNB Summer internship report
46/90
lacamj` zf``tz hm th zr`jogo`d dat`z amd gomdomi hpt tf` m`t jfami`z om tf`
wa|ohpz ot`ez arr`a|omi om tf` lacamj` zf``tz-
A j|otojac amacyzoz hg tf` ztat`e`mt zfhz tf` wa|ohpz jfami`z om zhp|j`z amd
arrcojatohmz &pz`z/ hg gpmdz th pctoeat`cy iow` tf` rhzotohm hg m`t gpmdz awaocalc`
otf tf` lpzom`zz gh| |`raye`mt hg tf` chamz- A r|hk`jt`d Gpmd Gch Ztat`e`mt
f`crz om amz`|omi tf` pmd`| e`mtohm`d rhomtz-
Fh epjf gpmdz occ l` i`m`|at d ly omt`|mac hr`|atohmz(`vt`|mac
zhp|j`z8
Fh tf` gpmdz dp|omi tf` r`|ohd a|` r|hrhz`d th l` d`rchy`d8
Oz tf` lpzom`zz con`cy th gaj` coqpodoty r|hlc`ez8
Lacamj` Zf``t R|hk`jtohmz
Tf` gomamjoac arr|aozac aczh omjcpd`z ztpdy hg r|hk`jt`d lacamj` zf``t fojf
iow`z tf` rhzotohm hg azz`tz amd coalocoto`z hg a pmot at a ra|tojpca| gptp|` dat - Om
htf`| h|dz# tf` ztat`e`mt f`crz th amacy{` az th fat am `mt`|r|oz` hmz amd
fat ot h`z at a ra|tojpca| rhomt hg toe`-
Am arr|aozac hg tf` r|hk`jt`d lacamj` zf``t data hg tf` pmot hpcd l` jhmj`|m`d
otf f`tf`| tf` r|hk`jtohmz a|` |`acoztoj chhnomi th wa|ohpz azr`jtz |`catomi th tf`
zae` omdpzt|y-
7-0 Gomamjoac \atohz
Yfoc` amacy{omi tf` gomamjoac azr`jtz hg r|hk`jt# ot hpcd l` adwozalc` th amacy{`
tf` oerh|tamt gomamjoac |atohz hw`| a r`|ohd hg toe` az ot eay t`cc pz a cht alhpt a
pmot)z coqpodoty rhzotohm# eamai`e`mtz) ztan` om tf` lpzom`zz# jarajoty th z`|woj`
tf` d`ltz `tj- Tf` gomamjoac |atohz fojf a|` jhmzod`|`d oerh|tamt a|` dozjpzz`d
az pmd`|;
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 47
-
7/23/2019 PNB Summer internship report
47/90
\atoh Gh|epca \`ea|nz
1
D`lt%
@qpoty
\atoh
D`lt &T`|e Coalocoto`z/
@qpoty
&Yf`|`# @qpoty 5 Zfa|`
jarotac# g|`` |`z`|w`z#
r|`eope hm zfa|`z# # `tj- agt`|
adkpztomi chzz lacamj`/
Tf`|` jammht l` a |oiod |pc` th a zatozgajth|y
d`lt%`qpoty |atoh# ch`| tf` |atoh foif`| oz tf`
d`i|`` hg r|ht`jtohm `mkhy`d ly tf` j|`doth|z-
Tf`z` dayz tf` d`lt `qpoty |atoh hg 1-0;1 ozjhmzod`|`d |`azhmalc`- Ot# fh`w`|# oz foif`|
om |`zr`jt hg jarotac omt mzow` r|hk`jtz- Lpt ot
oz acayz d`zo|alc` tfat hm`|z faw` a
zplztamtoac ztan` om tf` r|hk`jt- Htf`| g`atp|`z
con` qpacoty hg eamai`e`mt zfhpcd l` n`rt om
wo` foc` ai|``omi th a c`zz gawh|alc` |atoh-
Om gomamjomi foifcy jarotac omt mzow` r|hk jtz
con` omg|azt|pjtp|`# j`e`mt# `tj- tf` |atoh jhpcd
l` jhmzod`|`d at a foif`| c`w`c-
th l`
ead` otf |`g`|`mj` th hw`|acc t`md`mjo`z amd
ra|ae`t`|z om |`catohm th tf` r|hk`jt-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 46
-
7/23/2019 PNB Summer internship report
49/90
9
Hptrpt
Omw`zte`mt
\atoh
Zac`z
Thtac jarotac `erchy`d
&om gov`d ' jp||`mt
azz`tz/
Tfoz |atoh oz omdojatow` hg tf` `ggojo`mjy otf
fojf tf` thtac jarotac oz tp|m`d hw`| az
jhera|`d th htf`| pmotz om zoeoca| com`z-
EAMAI@E@MT ' H\IAMO[ATOHM AMAC_ZOZ
Arr|aozac hg r|hk`jt hpcd mht l` jherc`t` tocc ot tf|hz `mhpif coift hm tf`
r`|zhm&z/ l`fomd tf` r|hk`jt o-`- eamai`e`mt amd h|iamo{atohm hg tf` pmot- Ot oz
z``m tfat zhe` r|hk`jtz eay gaoc mht l`japz` tf`z` a|` mht woalc` lpt l`japz` hgtf` om`gg`jtow`m`zz hg tf` eamai`e`mt amd tf` h|iamo{atohm om jhmt|hccomi wa|ohpz
gpmjtohmz con` r|hdpjtohm# ea|n`tomi# gomamj`# r`|zhmm`c# `tj- Tf` arr|aozac
|`rh|t zfhpcd foifcoift tf` zt|`mitfz amd `anm`zz`z hg tf` eamai`e`mt ly
jhee`mtomi hm tf` lajni|hpmd# qpacogojatohmz# `vr`|o`mj`# amd jaralocoty hg tf`
r|heht`|# n`y eamai`e`mt r`|zhmm`c# amd `gg`jtow`m`zz hg tf` omt`|mac jhmt|hc
zyzt`ez# |`catohm otf calh|# h|nomi jhmdotohmz# ai` zt|pjtp|`# amd tf` htf`|
azzoim`d `zz`mtoac gpmjtohmz- Om jaz` tf` r|heht`|&z/ faw` omt |`zt# om htf`|
jhmj`|mz az R|hr|o`th| h| Ra|tm`| h| Do|`jth|# tf` arr|aozac |`rh|t zfhpcd aczh
jhee`mt hm tf`o| r`|gh|eamj` om zpjf jhmj`|mz-
A lpzom`zz oz eh|` wpcm`|alc` og d`jozohm eanomi om acc tf` gpmjtohmac a|`az |`ztz
otf a ra|tojpca| r`|zhm# om htf`| h|dz# bhm` eam zfh)- Gp|tf`|# tf`
eamai`e`mt amd tf` h|iamo{atohm zfhpcd l` jhmdpjow` th tf` zo{` amd tyr` hg
lpzom`zz- Om jaz` ot oz mht zh# ot zfhpcd l` `mzp|`d tfat r|hg`zzohmac eamai |z
a|` omdpjt`d th zt|`mitf`m tf` h|iamo{atohm-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 4?
-
7/23/2019 PNB Summer internship report
50/90
ARR\AOZAC HG R\HK@JT % A JF@JN COZT
Am omdojatow` cozt hg ozzp`z fojf m``d th l` chhn`d omth foc` arr|aozomi a r|hk`jt
oz iow`m l`ch;
EA\N@TOMI
1- \`azhmalc` d`eamd r|hk`jtohmz n``romi om wo` tf`
zo{` hg tf` ea|n`t# jhmzpertohm c`w`c# zprrcy rhzotohm#
`vrh|t rht`mtoac# oerh|t zplztotpt`# `tj-
-
7/23/2019 PNB Summer internship report
51/90
T@JFMOJAC
1-R|hdpjt amd otz cog` jyjc`# r|hdpjt%eov amd tf`o|
arrcojatohm-
-
7/23/2019 PNB Summer internship report
52/90
gomamjoac |atohz zfhpcd l` zplk`jt`d th jchz` zj|ptomy-
7-Azr`jt hg zprrh|t hg ra|`mt jheramy# f`|`w`|
arrcojalc`# eay l` tan`m omth ajjhpmt-
EAMAI@\OAC
1- Gomamjoac ztamdomi amd |`zhp|j`gpcm`zz
hg tf` eamai`e`mt-
-
7/23/2019 PNB Summer internship report
53/90
Th kpdi` f`tf`| tf` r|hk`jt oz woalc`# o-`- ot jam i`m`|at` ad`qpat` zp|rcpz gh|
z`|wojomi otz d`ltz otfom a |`azhmalc` r`|ohd hg toe` amd ztocc c`gt otf zhe`
gpmdz gh| gptp|` d`w`chre`mt- Tfoz omwhcw`z tanomi am hw`|%acc wo` th amacyz` tf`
zt|`mitfz amd `anm`zz`z hg tf` r|hk`jt- Ot zfhpcd aczh l` amacyz`d th z``
f`tf`| tf` eamai`e`mt amd h|iamozatohm jam r|hw` `gg`jtow` gh| zpjj`zzgpc
oerc`e`mtatohm hg tf` r|hk`jt
7-7 Z_ZT@E GH\ AZZOIME@MT ' ARR\AOZAC HG \ATOMI
Tf` r|hj`zz hg |atomi amd w`ttomi oz az pmd`|;
Cham
Zamjtohmomi
Aptfh|oty
J|`dot \ozn \atomi Aptfh|oty W`ttomi(Jhmgo|eomiAptfh|oty
F`ad Hggoj`
o- [hmac J\ED om jhmzpctatohm
otf l|amjf`z
oo- Ca|i` Jh|rh|at L|amjf`z
IE &\ED/# FH
[hmac ( Jo|jc`Hggoj`
o- Om jaz` hg Ca|i` Jh|rh|at
Ehd`c# @CL(WCL
oo- Om jaz` hg htf`| Ehd cz#
l|amjf`z th |at` tf` ajjhpmtz
[hmac J\ED
L|amjf Hggoj` Hggoj`|(Eamai`|# J|`dot Z`jtohm
Am hggojoac d`zoimat`d ly
tf` Omjpel`mt mht
jhmm`jt`d otf
R|hj`zzomi(
|`jhee`mdomi(|atomi hg
tf` jhmj`|m`d cham
r|hrhzac
Om h|d`| th adhrt omt`|mac |atomi laz`d arr|hajf`z &O\L/ gh| j|`dot |ozn# Laz`c OO
faz rcaj`d j`|taom eomoepe |`qpo|`e`mtz fojf omt`|%acoa |`qpo|`# wacodatohm hg
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 0:
-
7/23/2019 PNB Summer internship report
54/90
|atomi zyzt`e# r|hj`zz amd `ztoeatohm hg acc |`c`wamt |ozn jherhm`mtz- Lamnz
epzt |`ipca|cy jhera|` |`aco{`d d`gapct |at`z otf `ztoeat`d r|hlalocoty hg
d`gapct &RD/ hg `ajf i|ad` amd alc` th d`ehmzt|at` th otz zpr`|wozh| &\LO/# tfat
tf` omt`|mac wacodatohm r|hj`zz `malc` ot th azz`zz tf` r`|gh|eamj` hg omt`|mac
|atomi amd |ozn `ztoeatohm zyzt`e jhmzozt`mtcy amd e`amomigpccy- Om wo` hg alhw`
gajt# mht hmcy |atomi lpt jhmzozt`mt r|ajtoj`z om `wacpatohm hg j|`dot |ozn |atomi az
`cc az `whcwomi amd prdatomi |hlpzt data hm wa|ohpz |ozn jherhm`mtz oz epzt gh|
adhrtomi O\L arr|hajf`z-
JHMT\HCZ
Tf` J|`dot \ozn Eamai`e`mt r|hj`zz om tf` lamn `mjherazz`z tf` ghcchomi
eamai`e`mt Jhmt|hc t`jfmoqp`z fojf f`cr om eotoiatomi tf` adw`|z` oerajtz hg
j|`dot |ozn om otz j|`dot rh|tghcoh-
o- J|`dot Arr|hwomi Aptfh|oty
a- J|`dot Jheeott``
l- Comnai` hg chamomi rh`|z otf |ozn |atomi jat`ih|o`z
oo-R|pd`mtoac @vrhzp|` coeotz
ooo-\ozn Laz`d R|ojomi
ow-Rh|tghcoh Eamai`e`mt
w-Cham \`wo` E`jfamoze
wo-C`iac dhjpe`mtatohm
woo-R|`w`mtow` Ehmoth|omi Zyzt`e
wooo-Htf`|z
a- Pz` hg JOLOC data amd \LO d`gapct`|z cozt
l- Dow`|zogojatohm hg \oznz
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 04
-
7/23/2019 PNB Summer internship report
55/90
7-9 OERH\TAMT JHMJ@RTZ
Omt`|mac \at` hg \`tp|m
Tf` dozjhpmt |at` hgt`m pz`d om jarotac lpdi`tomi tfat ean`z tf` m`t r|`z`mtwacp` hg acc jazf gchz g|he a ra|tojpca| r|hk`jt `qpac th {`|h- Foif`| a r|hk`jt)z
O\\ tf` eh|` d`zo|alc` ot oz th pmd`|tan` tf` r|hk`jt- O\\ zfhpcd l` foif`| tfam
tf` Jhzt hg tf` r|hk`jt &omt`|`zt |at` om jaz` hg r|hk`jt gomamjomi/
Z`mzotowoty Amacyzoz
Yfoc` r|`ra|omi amd arr|aozomi r|hk`jtz j`|taom azzpertohmz a|` ead` om |`zr`jt
hg j`|taom j|otojac(z`mzotow` wa|oalc z con` z`ccomi r|oj`(jhzt r|oj` r`| pmot hgr|hdpjtohm# r|hdpjt%eov# rcamt jarajoty ptoco{atohm# zac`z `tj- fojf a|` azzoim`d
a bWACP@) agt`| `ztoeatomi tf` |ami` hg wa|oatohm hg zpjf wa|oalc`z- Tf` bWACP@)
zh azzpe`d amd tan`m omth jhmzod`|atohm gh| a||owomi at tf` r|hgotalocoty
r|hk`jtohmz oz tf` bEHZT CON@C_ WACP@)- Z`mzotowoty Amacyzoz oz a zyzt`eatoj
arr|hajf th |`dpj` tf` pmj`|taomto`z japz`d ly zpjf azzpertohmz ead`- Tf`
Z`mzotowoty Amacyzoz f`crz om a||owomi at r|hgotalocoty hg tf` r|hk`jt f`|`om j|otojac
h| z`mzotow` `c`e`mtz a|` od`mtogo`d fojf a|` azzoim`d dogg`|`mt wacp`z amd tf`
wacp`z azzoim`d a|` lhtf hrtoeoztoj amd r`zzoeoztoj zpjf az omj|`azomi h|
|`dpjomi tf` zac` r|oj`(zac` whcpe`# omj|`azomi h| |`dpjomi tf` jhzt hg omrptz `tj-
amd tf`m tf` r|hk`jt woalocoty oz azj`|taom`d- Tf` j|otojac wa|oalc`z jam tf`m l`
tfh|hpifcy `vaeom`d ly i`m`|accy z`c`jtomi tf` r`zzoeoztoj hrtohmz zh az th
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 00
-
7/23/2019 PNB Summer internship report
56/90
ean` rhzzolc` oer|hw`e`mtz om tf` r|hk`jt amd ean` ot hr`|atohmac hm woalc`
com`z `w`m om tf` adw`|z` jo|jpeztamj`z-
R\HJ@DP\@ HG R\HJ@ZZOMI
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 07
-
7/23/2019 PNB Summer internship report
57/90
9-1 ARRCOJATOHMZ GH\ CHAMZ AMD TF@O\ R\HJ@ZZOMI
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 09
-
7/23/2019 PNB Summer internship report
58/90
Ztamda|d zjf`dpc` hg g`` ( jfa|i`z | catomi th tf` cham arrcojatohm
d`r`mdomi hm tf` z`ie`mt th fojf tf` ajjhpmtz l`chmi# occ l` ead`
awaocalc` th acc tf` r|hzr`jtow` lh||h`|z om a t|amzra|`mt eamm`|# achmi
otf tf` cham arrcojatohm# o|| zr`jtow` hg tf` cham aehpmt- Con`oz`#
aehpmt hg g`` |`gpmdalc` om tf` `w`mt hg mhm%ajj`rtamj` hg tf`
arrcojatohm# r|`raye`mt hrtohmz amd amy htf`| eatt`| fojf agg`jtz tf`
omt`|`zt hg tf` lh||h`| occ aczh l` ead` nmhm th tf` lh||h`| at tf`
toe` hg arrcojatohm-
\`j`ort hg jherc`t`d arrcojatohm gh|ez occ l` dpcy ajnmhc`di`d-
Tf` ajnmhc`di`e`mt hpcd aczh omjcpd` tf` arr|hvoeat` dat` ly fojf
tf` arrcojamt zfhpcd jacc hm tf` Lamn gh| r| coeoma|y dozjpzzohmz# og
d``e`d m`j`zza|y-
Acc cham arrcojatohmz occ l` dozrhz`d hg otfom a r|`zj|ol`d toe` coeot g|he
tf` dat` hg |`j`ort hg dpcy jherc`t`d cham arrcojatohmz o-`- otf acc tf`
|`qpozot` omgh|eatohm(rar`|z-
Om jaz` hg |`k`jtohm hg cham arrcojatohm# o||`zr`jtow` hg jat`ih|y hg chamz h|
tf|`zfhcd coeotz# tf` zae` hpcd l` jhmw`y`d om |otomi achmi otf tf`
eaom |`azhm&z/# fojf c`d th |`k`jtohm hg tf` cham arrcojatohm
9-< JF@JNCOZT HG DHJPE@MTZ
Tf`|` a|` z`ra|at` jf`jncoztz gh| z`ra|at` tyr` hg ajjhpmtz
Jf`jncozt gh| G|`zf r|hrhzac
Jf`jncozt gh| \`m`ac jpe `mfamj`e`mt
9-: \HJ Z@A\JF \@RH\T
Ot oz dhm` gh| coeot`d jheramy th z`` f`tf`| tf`y a|` |`iozt`|`d h| mht- Ot jammht
l` dhm` gh| r|hr|o`th|zfor(ra|tm`|zfor go|ez- Ot oz th `mzp|` f`tf`| tf`|` oz
jfa|i` aiaomzt tf`
Do|`jth|(jheramy# f`tf`| tf` lacamj` zf``t zpleott`d th lamn oz tf` zae`
zpleott`d th tf` |`iozt|a|- Tf` z`a|jf |`rh|t oz dhm` ly Jfa|t`|`d Ajjhpmtamt-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 06
-
7/23/2019 PNB Summer internship report
59/90
9-4 C@IAC Z@A\JF \@RH\T
Ot oz dhm` ly `eram`cc`d adwhjat` hg tf` lamn- Ot oz th `mzp|` tfat tf` camd oz
eh|tiaialc` h| mht# th `mzp|` tfat tf`|` oz mh c`iac |`zt|ojtohmz hm tf` camd &camd
l`omi ai|ojpctp|ac/-
9-0 WACPATOHM \@RH\T
Ot oz dhm` ly tf` `eram`cc`d wacp`| hg tf` lamn- F` dh`z tf` wacpatohm hg tf`
r|hr`|ty th `mzp|` f`tf`| tf` r|hr`|ty oz h|tf tf` wacp` fojf tf` lh||h`| oz
zfhomi-
9-7 JOLOC \@RH\T
Ot oz dhm` th `mzp|` f`tf`| tf`|` a|` mh goc`d jaz`z aiaomzt tf` Lh||h`|-
Eh|`hw`| ot jam aczh dozjchz` f`|` faz tf` lh||h`| arrco`d htf`| tfam hp|
lamn gh| tf` cham-
9-9 \LO YOCCGPC D@GAPCT@\Z COZT
Ot oz th `mzp|` tf` lh||h`| mae` oz mht tf`|`- Tf` cozt oz prdat`d ly acc lamnz
omth \LOz datalaz` hg tf` d`gapct`|z amd tf` omgh|eatohm jam l` jf`jn`d tf`|`-
9-6 OJAO
Tf`|` lamnz jf`jn tf` f`tf`| tf` Jfa|t`|`d Ajjhpmtamt hg tf` jheramy ozi`mpom` JA h| mht-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 0?
-
7/23/2019 PNB Summer internship report
60/90
9-? GOCCOMI HG LACAMJ@ ZF@@T AZ R@\ JEA \@QPO\@E@MT
Tf` lacamj` zf``t hg a jh|rh|at` `mtoty az r`| Jheramo`z Ajt m``dz th l` gocc`d
ly tf` Lh||h`| l`gh|` a e`amomigpc amacyzoz jam l` ead`-
9-12 AMAC_[OMI ' L@MJFEA\NOMI YOTF \ATOHZ
Acc tf` |atohz a|` jf`jn`d amd amacy{`d# az r`| tf`o| |`zr`jtow` l`mjfea|nz
9-11 R\@%ZAMJTOHM OMZR@JTOHM
Ot oz dhm` ly tf` lamn hggojoacz- Tf`y wozot tf` zot` amd dh tf` omzr`jtohm hg
z`jp|oto`z- Aczh tf`y chhn at tf` r|`z`mt ztatpz hg tf` r|hk`jt om jaz` hg TC gajocoty-
9-1< T@W \@RH\T
Ot oz dhm` th `mzp|` f`tf`| tf` g|`zf r|hrhzac oz t`jfmh% jhmheojaccy woalc` h|
mht- Htf`| d`taocz faw` l``m e`mtohm`d `a|co`|-
9-1: OMT@\@ZT \AT@ D@T@\EOM@D
Agt`| tf` j|`dot |atomi ajjh|domicy omt`|`zt |at` oz d`t`|eom`d-
Gomaccy tf` ARR\AOZAC MHT@ oz ead` ajjh|domi th Lamnz gh|eat achmi otf
T`|ez amd jhmdotohmz-
9-14 CHAM ARR\AOZAC AMD T@\EZ ( JHMDOTOHMZ
Om ajjh|damj` otf Lamnz r|`zj|ol`d |ozn laz`d azz`zze`mt r|hj`dp|`z#
`ajf cham arrcojatohm occ l` azz`zz`d amd zpotalc` ea|iom(z`jp|oto`z occ
l` ztorpcat d laz`d hm zpjf |ozn azz`zze`mt amd Lamnz `vtamt
ipod`com`z# fh`w`| otfhpt jher|heozomi hm dp` docoi`mj`-
Tf` zamjtohm hg j|`dot coeot achmi otf tf` t`|ez amd jhmdotohmz tf`|`hg oz
th l` jhmw`y`d th tf` cham arrcojamt om |otomi amd arrcojamtz ajj`rtamj`
hg zpjf t`|ez amd jhmdotohmz occ l` hltaom`d om |otomi- Zpjf t`|ez amd
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 72
-
7/23/2019 PNB Summer internship report
61/90
jhmdotohmz az faw` l``m eptpaccy ai|``d prhm l`t``m tf` lamn amd
lh||h`| r|oh| th tf` zamjtohm occ hmcy l` ztorpcat`d-
Jhry hg cham dhjpe`mtz# achmi otf a jhry `ajf hg acc |`c`wamt `mjchzp|`z
qpht`d om tf` cham ai|``e`mt zfhpcd l` gp|mozf`d th acc tf` lh||h`|z at
tf` toe` hg zamjtohm ( dozlp|z`e`mt hg chamz- Ztamda|d zamjtohm c`tt`|
hpcd omjcpd` omztamj`z hg arr|hwac# dozacchamj`# `tj-
Om jaz` hg c`mdomi pmd`| jhmzh|tope a||ami`e`mt# tf` ra|tojoratomi lamn
hpcd d`jod` tf` toe`g|ae` th jherc`t` arr|aozac hg tf` r|hrhzac amd
jheepmojatohm hg tf` d`jozohm- Tf` Lamn occ alod` ly tf` d`jozohm hg tf`
jhmzh|tope-
9-10 ZAMJTOHM HG CHAM
Og amy adwamj` zamjtohm`d oz mht awaoc`d otfom 7 ehmtfz g|he tf` dat` hg
zamjtohm# tf` zamjtohm i`tz carz`d amd tf` zamjtohm zfhpcd l` |`wacodat`d l`gh|`
otz dozlp|z`e`mt-
9-17 DHJPE@MTATOHM
Dhjpe`mtatohm gh|ez am oerh|tamt ra|t hg c`mdomi fojf `ztalcozf`z tf`
ghcchomi;%
C`iaccy `mgh|j`alc` jhmt|ajtpac |`catohmzfor l`t``m tf` Lamn amd tf`
jhmztotp`mt zpjf az C`md`|(Lh||h`|-
Tf` matp|` amd d`zj|ortohm hg tf` z`jp|oty# og amy# hgg`|`d gh| tf` adwamj`#
amd tf` t`|ez amd jhmdotohmz hg zamjtohmomi tf` adwamj`-
Lamnz pmg`tt`|`d |oiftz gh| j|yztacco{atohm hg z`jp|oto`z f`m m`j`zza|y
-Yf`m am pmcon`cy `w`mt hg d`gapct farr`mz# az a cazt |`zh|t# dhjpe`mtz
hltaom`d ly tf` Lamn gh|e tf` lazoz prhm fojf tf` Lamn eay goc` a zpot#
az amd f`m ghpmd m`j`zza|y# om a jher`t`mt Jhp|t hg Ca aiaomzt tf`
d`gapctomi lh||h`|(ipa|amth|-
J|`atohm hg Z`jp|oty oz aczh am oerh|tamt azr`jt omwhcwomi j|`atohm hg
eh|tiai`# azzoime`mt `tj- Zpjf jfa|i`z a|` aczh th l` |`iozt`|`d otf
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 71
-
7/23/2019 PNB Summer internship report
62/90
jher`t`mt aptfh|oto`z om jaz` hg j`|taom tyr` hg h|iamo{atohm zay otf
\`iozt|a| hg Jheramo`z om jaz` tf` lh||h`| oz a Coeot`d Jheramy-
9-19 W@TTOMI HG DHJPE@MTZ
Ot oz dhm` ly am arr|hw`d adwhjat`- Adwamj`z ajjhpmtz otf aii|`iat` coeot hg
alhw` \z- 1 j|h|` &Gpmd`d rcpz Mhm%Gpmd`d/ hpcd l` w`|ogo`d ly tf`
Lamnz Arr|hw`d Adwhjat`-
9-16 \@QPO\@E@MTZ L@GH\@ DOZLP\Z@E@MTZ
Tf` L|amjf Eamai`| faz th ean` m`j`zza|y a||ami`e`mtz th `mzp|`
jhercoamj` hg tf` ghcchomi azr`jtz l`gh|` eanomi amy dozlp|z`e`mt pmd`| g|`zf( omj|`az` j|`dot gajocoto`z amd tf` r|hr`| |`jh|d om tfoz |`zr`jt faz th l` n`rt ly
tf` L|amjf`z gh| r`|pzac hg foif`| aptfh|oto`z ( omzr`jtomi hggoj`|z (apdoth|z;
a- Gpcc jhercoamj` hg tf` ztorpcat`d t |ez amd jhmdotohmz &pmc`zz zr`jogojaccy
`v`ert`d ly tf` jher`t`mt aptfh|oty/
l- I`ttomi tf` dhjpe`mtz dpcy w`tt`d &f`| w | |`qpo|`d/ az r`| Lamnz
`vtamt ipod`com`z-
j- Azj`|taomomi tfat tf` Lh||h | faz hltaom`d m`j`zza|y coj`mz`#
r`|eozzohm# jc`a|amj` |`qpo|`d gh| |pmmomi tf` lpzom`zz-
d- R|`%dozlp|z`e`mt omzr`jtohm ( zot` wozotz-
Omzp|amj`
Acc azz`tz &zthjnz ( gov`d azz`tz/ jfa|i`d th tf` Lamn az z`jp|oty gh| adwamj`z
a|` th l` jher|`f`mzow cy omzp| d aiaomzt tf` |ozn hg tf`gt ( lp|ica|y# go|`
'Zt|on`z# \ohtz# Eacojohpz Daeai`z &Z\ED/# otf am omzp|amj` jheramy# om tf`
mae` hg lh||h`| ( ipa|amth|# otf Lamn Jcapz`# at tf` lh||h`|)z `vr`mz`z#
pmc`zz omzp|amj` oz zr`jogojaccy aow`d h| mht |`qpo|`d th l` tan`m az r`|
r|hwozohmz |`c`wamt th tf` c`mdomi zjf`e`-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 7
-
7/23/2019 PNB Summer internship report
63/90
9-1? DOZLP\Z@E@MT HG CHAMZ OMJCPDOMI JFAMI@Z OM
T@\EZ AMD JHMDOTOHMZ
Dozlp|z`e`mt hg chamz zamjtohm`d oz th l` ead` oee`doat`cy hm thtac
jhercoamj` hg t`|ez amd jhmdotohmz omjcpdomi `v`jptohm hg cham dhjpe`mtz
ihw`|momi zpjf zamjtohm-
Amy jfami` om t`|ez amd jhmdotohmz# omjcpdomi omt`|`zt |at` amd z`|woj`
jfa|i`z# occ l` omgh|e`d omdowodpaccy th tf` lh||h`|z-
Jfami`z om omt`| zt |at`z amd z |woj` jfa|i`z occ l` `gg`jt`d
r|hzr`jtow`cy-
Jhmz`qp`mt prhm zpjf jfami`z amy zprrc`e`mtac d``dz# dhjpe`mtz h|
|otomiz a|` |`qpo|`d th l` `v`jpt`d# tf` zae` zfacc aczh l` adwoz`d-
Gp|tf`|# awaocalocoty hg gajocoty occ l` zplk`jt th `v`jptohm hg zpjf d``dz#
dhjpe`mtz h| |otomiz-
RHZT DOZLP\Z@E@MT ZPR@\WOZOHM
1- R\@W@MTOW@ EHMOTH\OMI Z_ZT@E &REZ/
Hlk`jtow`z hg REZ
Tf` hlk`jtow` hg REZ oz th t|ajn ' `wacpat` tf` f`actf hg lh||h`|z ajjhpmt hm a
jhmtomphpz lazoz amd d`t`jt;
Pmzatozgajth|y(adw`|z` zoimacz(omdojath|z at am `a|cy ztai` om a
jher|`f`mzow` eamm`|-
Tfh|hpif r|hl` omth |`azhmz l`fomd hlz`|w`d zoimacz amd amacyzoz
tf`|`hg-
Zr``dy jh||`jtow (|`e`doac ajtohmz(zt rz th r|`w`mt tf` ajjhpmt g|he
l`jheomi MRA az `cc az th eomoeo{` tf` cham chzz`z-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 7:
-
7/23/2019 PNB Summer internship report
64/90
R|`w`mtow` Ehmoth|omi Zyzt`e jhmzoztz hg th ra|tz;
o- REZ Omd`v amd \amn
REZ Omd`v oz a mpe`|ojac omd`v jhmzoztomi hg
-
7/23/2019 PNB Summer internship report
65/90
hg tf` pmot amd otz r`|gh|eamj` gh| tf` qpa|t`|# aczh iowomi |`azhmz gh|
mhm%ajfo`w`e`mt hg zac`z(r|hdpjtohm ta|i`tz-
oo- QEZ OO
Tfoz gh|e oz |`qpo|`d th l` zpleott`d otfom th ehmtfz g|he tf` jchz` hgtf` facg%y`a| th fojf ot |`cat`z- Om addotohm th r|hwodomi jhera|atow`
rhzotohm hg tf` ajtpacz woz%a%woz tf` r|hk`jtohmz ajj`rt`d at tf` toe` hg
zamjtohm |`catomi th tf` hr`|atohmz hg tf` pmot# tfoz gh|e aczh omdojat`z tf`
bZHP\J@Z) amd bPZ@Z) hg tf` gpmdz i`m`|at`d ly tf` pmot# dp|omi tf`
facg y`a|- J|otojac amacyzoz hg tfoz gh|e jam |`w`ac tf` dow`|zohm hg zfh|t%
t`|e gpmdz gh| chmi t`|e pz`z-
Gomamjomi tf` ZE@z om RML Zjhr` amd Amacyzoz 70
-
7/23/2019 PNB Summer internship report
66/90
6- AMAC_ZOZ HG ZE@ R\HRHZAC
Tfoz jfart`| d`acz otf tf` amacyzoz hg tf` ZE@ r|hrhzacz-
Tf` amacyzoz oz ja||o`d hpt hm wa|ohpz z`jtohmz# mae`cy;
&o/ D`taocz hg tf` r|hrhzac
&oo/ Gomamjoac ra|ae t`|z amd azz`zze`mt
&ooo/ Omdpzt|y r`|j`rtohm
6-1 Jaz` Ztpdy % I\@@MGO@CD R\HRHZAC
Mae` hg tf` Ajjhpmt ; V_[ R|owat` Ctd-
L|amjf ; L@FACA L\AMJF# NHCNATA\`iohm ; NHCNATA E@T\H \@IOHM[hm` ; @AZT@\M [HM@
Z@JTOHM O; D@TAOCZ HG TF@ R\HRHZAC
Iozt hg tf` R|hrhzac1-1/ a/ G|`zf R|hrhzac gh| T`|e Cham gh| 61 ehmtfz &9
-
7/23/2019 PNB Summer internship report
67/90
-
7/23/2019 PNB Summer internship report
68/90
Eakh| omzr`jtohm o||`ipca|oto`z Mht arrcojalc`Omt`|mac Apdot Mht Arrcojalc`
Jhmjp||`mt Apdot Moc
\LO Omzr`jtohm M-A-Ztatpth|y Apdot Moc
Apdoth|z hg tf` jheramy- CEM
Rhccptohm Jc`a|amj` Tf` jheramy faz arrco`d gh| Jhmz`mt th `ztalcozf# tf`f`actf ja|` pmot wod` c`tt`| dtd- 24-11-2?-Tf` jhmz`mt th hr`|at` occ l` hltaom`d agt`| jhmzt|pjtohm hgfhzrotac-
J`|togojat` hg @mcozte`mt Ozzp`d ly Eaf`zftaca Epmojoracoty hm 1
-
7/23/2019 PNB Summer internship report
69/90
RML 122 122 Moc 7:0-22 Moc Moc Moc MocThtac 122 122 Moc 7:0-22 Moc Moc Moc Moc
R|hrhz`d T`|e Cham g|he Lamn hg La|hda# L`faca L|amjf oz |`cat d th gomamj` gh| tf`r|hk`jt hg V_[ Fhzrotac at ALJ# nhcnata aiaomzt tf` r|oea|y z`jp|oty hg 1zt jfa|i` hg acctf` ehw`alc` amd oeehw`alc` azz`tz hg tf` Fhzrotac amd jhccat`|ac z`jp|oty om tf` gh|e hg
@E hg Fhzrotac camd amd Lpocdomi-
-
7/23/2019 PNB Summer internship report
70/90
IN
-
7/23/2019 PNB Summer internship report
71/90
@nlacrp|# AE\O at Dfanp|oa# \ I Fhzrotac a|` zotpat`d om tf` r|oe` chjatohm# lpt aay g|he tf`chjpz hg tfoz Fhzrotac-
Z@JP\OT_ JHW@\AI@;Tf` jheramy oz hgg`|omi ghcchomi z`jp|oto`z th z`jp|` tf` `vrhzp|`;
Ra|tojpca|z &\z- om Cajz/
R|hrhz`d @vrhzp|`; T`|e Cham 7:0-22
R|oea|y Z`jp|oty gh| tf` r|hrhz`d T`|e Cham
Fyrhtf`jatohm hg ehw`alc` Gov`d Azz`tz az r`| tf` R|hk`jt \`rh|t 6?6-91
Thtac R|oea|y z`jp|oty 6?6-91
R|oea|y z`jp|oty Jhw`|ai` 141-0:
Jhccat`|ac Z`jp|oty
@qpotalc` eh|tiai` hg Fhzrotac Camd&1
-
7/23/2019 PNB Summer internship report
72/90
7-2 HTF@\ OMGH\EATOHM;
Dhjpe`mtatohm Th l` `v`jpt`d at l|amjf agt`| zamjtohm amd l`gh|` dozlp|z`e`mt -
Yf tf`| r|hrhz`d coeotz a|` otfom Lamnz r|pd`mtoac Zomic` Lh||h`|( I|hpr`vrhzp|` mh|ez; _`z
R|h%|ata mhm%gpmd laz`d lpzom`zz; R|`z`mtcy ot dh`z mht m``d amy mhm%gpmd laz`dgajocoto`z-
Omzr`jtohm hg tf` hggoj` ' R|hk`jt zot`;
R|` zamjtohm pmot omzr`jtohm az ja||o`d hpt hm 21-27-
-
7/23/2019 PNB Summer internship report
73/90
Mae` hg tf` Jheramy M Zjfhhc Tjhmzt|pjtohm \-N-Azzhjoat`z
Omjhe`(Zac`z 074-47 9-:2+
-
7/23/2019 PNB Summer internship report
74/90
Oerh|tamt rhomtz th l` mht`d at L|amjf c`w`c
Pmqpht`
1- L|amjf th j|hzz z`cc Lamnz r|hdpjtz wo{- Lamjazzp|amj`# La|hda F`actf Omzp|amj`zjf`e`# Omdoa Go|zt Cog` Omzp|amj`# Lo|ca Zpm Cog` Omzp|amj`# PTO Eptpac gpmd# ihcd jhom#
|`taoc cham r|hdpjtz th g|o`mdz# |`catow`z amd ztagg hg E|- ZN
-
7/23/2019 PNB Summer internship report
75/90
C`zz; Jp||`mt Coalocoto`z 72-22 1
-
7/23/2019 PNB Summer internship report
76/90
Zp|rcpz &./ ( Zfh|tgacc&%/ %?-11 %70-
-
7/23/2019 PNB Summer internship report
77/90
Ehw`e`mt hg TMY hg tf` Zhjo`ty oz az r`| talc` iow`m l`ch %&\z- cajz/
:1-2:-11 :1(2:(1< :1(:(1: :1(:(14 :1(:(10 :1(:(17 :1(:(19
Hr`momi TMY MOC
-
7/23/2019 PNB Summer internship report
78/90
ZPMD\_ J\@DOTH\Z;Tf`|` oz mh j|`doth| hg tf` jheramy az `w`|y raye`mt oz ead` hm d`eamd- Mh j|`doth| r|hk`jt`d-
:-1 \@QPO\@E@MT HG HTF@\ GAJOCOTO@Z;
T`|ez Cham |`qpo|`e`mt;
Tf` jheramy faz |`qp`zt`d gh| T`|e Cham hg \z-7:0 cajz &az r`| r|hk`jt |`rh|t/ gh| z`ttomi prEpcto zr`joacoty Fhzrotac at ALJ
Tf` T@W Ztpdy hm V_[ R|owat` Coeot d faz l``m w`tt`d ly @gg`jtow` Jhmzpctamtz# Lamnzarr|hw`d jhmzpctamt gh| T@W Ztpdy# fh faz kpztogo`d tf` jhzt hg r|hk`jt amd |`qpo|`e`mt hg T`|eCham hg \z- 7:0 cajz-
Tf` jhzt hg r|hk`jt woz%%woz e`amz hg gomamj` oz az pmd`|;
Ztat`e`mt zfhomi r|hrhz`d e`amz hg gomamjomi
Zc- E`amz hg Gomamj` Aehpmt
A- R|hehth|z Jhmt|olptohm
-
7/23/2019 PNB Summer internship report
79/90
DZJ\ Jacjpcatohm
Ztat`e`mt zfhomi D`lt Z`|wojomi Jhw`|ai` \atoh &DZJ\/ amacyzoz
&\z- om Cajz/
Zc-Mh-
Ra|tojpca|z
-
7/23/2019 PNB Summer internship report
80/90
: Zj`ma|oh < 1-?