JiminKimCV Comprehensive
2
Jimin Kim #108 3642 Woodland Park Ave N Seattle Washington 98103 Mobile: (509) 416-6547, E-mail: [email protected] OBJECTIVE: Challenging full-time position or internship utilizing Data Analysis, Data Driven Modeling or applying Mathematics, Physics where I can use my problem solving skills. EDUCATION: University of Washington 2011 - 2015 Bachelors of Science in Mathematics - Advanced Multivariable Calculus, Matrix Algebra, Linear Analysis (Fourier Transform), Linear Optimization, Advanced Analysis, Complex Analysis, Topology and Geometry, Probability, Statistics, Stochastic Modeling, Mathematical Modeling, Scientific Computing, Computational methods for Data Analysis Bachelors of Science in Physics - Classical Mechanics, Thermal Physics, Quantum Mechanics, Electromagnetism, Statistical Physics, Mathematical Physics, Analog and Digital Electric Circuits RELEVANT EXPERIENCE: Undergraduate Researcher at Mathematical Neuroscience group of UW Applied Mathematics Dept Researcher Mathematical modeling of the moth's olfactory Neuro-network Spring 2015 - Present Working on analyzing neuron population response to chemicals using Multivariate data analysis. Classifying and quantifying the odor chemicals using Principal Component Analysis technique. Developing a realistic computational model that incorporates dynamical neuronal system. Undergraduate Researcher at Elementary Particle Experiment Group of UW and CERN Project Leader DAQ Software development for ATLAS Pixel Detector Upgrade Summer 2014 – Present Working on Pixel Calibration and development of a new Data Path Firmware for future detector. Implemented a new DAQ firmware into the system to analyze its data processing performance. Successfully operated the USB based DAQ system USBPIX with the UW Pixel DAQ System. Wrote a complete manual on the installation and the operation of the UW Pixel DAQ System. Collaborated with various national institutes in Europe and U.S such as CERN, SLAC and LBNL. Project Leader Development of UW Pixel DAQ System Fall 2013 - Spring 2014 Built Pixel DAQ System from scratch in an effort to have an identical CERN DAQ System at UW. Integrated the entire DAQ Infrastructure and DAQ software in the local environment. Operated and modified DummyPixController to analyze the expected data outputs. Gave weekly talks to colleagues and CERN associates regarding the project. Project Leader ATLAS Pixel Detector DAQ Project: Pixel Calibration of Next Gen Pixel Chip Summer 2013 Performed pixel calibrations and data analysis on the next generation detector pixel chip FEI4B. Designed the best algorithm sequence that achieves the optimal operational setting for the chip. Analyzed and documented each calibration algorithm’s design and working principle. Wrote a complete instruction manual for the pixel calibration algorithms and DAQ software.
Transcript of JiminKimCV Comprehensive
Jimin Kim
#108 3642 Woodland Park Ave N Seattle Washington 98103 Mobile: (509) 416-6547, E-mail: [email protected]
OBJECTIVE: Challenging full-time position or internship utilizing Data Analysis, Data Driven Modeling or applying Mathematics, Physics where I can use my problem solving skills. EDUCATION: University of Washington 2011 - 2015
Bachelors of Science in Mathematics - Advanced Multivariable Calculus, Matrix Algebra, Linear Analysis (Fourier
Transform), Linear Optimization, Advanced Analysis, Complex Analysis, Topology and Geometry, Probability, Statistics, Stochastic Modeling, Mathematical Modeling, Scientific Computing, Computational methods for Data Analysis
Bachelors of Science in Physics - Classical Mechanics, Thermal Physics, Quantum Mechanics, Electromagnetism,
Statistical Physics, Mathematical Physics, Analog and Digital Electric Circuits RELEVANT EXPERIENCE: Undergraduate Researcher at Mathematical Neuroscience group of UW Applied Mathematics Dept Researcher Mathematical modeling of the moth's olfactory Neuro-network Spring 2015 - Present
Working on analyzing neuron population response to chemicals using Multivariate data analysis.
Classifying and quantifying the odor chemicals using Principal Component Analysis technique.
Developing a realistic computational model that incorporates dynamical neuronal system.
Undergraduate Researcher at Elementary Particle Experiment Group of UW and CERN
Project Leader DAQ Software development for ATLAS Pixel Detector Upgrade Summer 2014 – Present
Working on Pixel Calibration and development of a new Data Path Firmware for future detector.
Implemented a new DAQ firmware into the system to analyze its data processing performance.
Successfully operated the USB based DAQ system USBPIX with the UW Pixel DAQ System.
Wrote a complete manual on the installation and the operation of the UW Pixel DAQ System.
Collaborated with various national institutes in Europe and U.S such as CERN, SLAC and LBNL. Project Leader Development of UW Pixel DAQ System Fall 2013 - Spring 2014
Built Pixel DAQ System from scratch in an effort to have an identical CERN DAQ System at UW.
Integrated the entire DAQ Infrastructure and DAQ software in the local environment.
Operated and modified DummyPixController to analyze the expected data outputs.
Gave weekly talks to colleagues and CERN associates regarding the project. Project Leader ATLAS Pixel Detector DAQ Project: Pixel Calibration of Next Gen Pixel Chip Summer 2013
Performed pixel calibrations and data analysis on the next generation detector pixel chip FEI4B.
Designed the best algorithm sequence that achieves the optimal operational setting for the chip.
Analyzed and documented each calibration algorithm’s design and working principle.
Wrote a complete instruction manual for the pixel calibration algorithms and DAQ software.
Undergraduate Researcher ATLAS Pixel Detector DAQ Project: 3D Sensor and USBPIX Winter 2012 - Spring 2013 ● Used USBPIX as a modular DAQ board to study DAQ processes in ATLAS Pixel Detector. ● Conducted pixel calibrations on the current ATLAS Pixel Chip and ionizing particle sensors. ● Performed various statistical analyses on the calibration data. ● Gave weekly talk to the UW Research associates and CERN scientists
PROJECTS
Computational Methods of Data Analysis Projects (MATLAB Implementation) Winter 2015
Noise reduction and filtering algorithm for the digital signals
Time frequency analysis algorithm using Windowed Fourier Transform.
Image enhancement algorithms using Linear Filtering and Local Diffusion.
Dimensionality reduction and equation-free dynamic extraction algorithm using PCA.
Simple statistical testing algorithm for music genre recognition using PCA.
Video foreground/background separation algorithm using RPCA and DMD.
SKILLS
Able to work with others and collaborators to meet the deadlines and distribute workload
Proficient with professional presentations and work reports
Proficient with Linux, especially Scientific Linux
Proficient with MATLAB regarding quantitative data analysis and algorithm implementation
Experienced with various types of statistical analysis
Experienced with different types of stochastic processes
Experienced with uncertainty analysis for experimental data
Experienced with Excel
Understands Data Acquisition System and pixel chips/sensors for particle or light detection
Mathematically adept, can read Mathematics or Physics papers
Logical reasoning and problem solving
Bilingual in English and Korean ACTIVITIES/SERVICE TAF Academy Research Outreach 2013
Presenter Built and demonstrated the cloud chamber and particle detection technologies
UW Quarknet Research Outreach 2013 Undergraduate Researcher Demonstrated Pixel Frontend Chips to graduate students Demonstrated the simple Pixel calibration process and UW Pixel DAQ System UW Undergraduate Research Symposium 2014 Presenter
Presented the research work with a title “Development of Pixel DAQ System for the ATLAS Pixel Detector at LHC”
And many other research outreaches and workshops 2013 - 2014 AWARDS Dean’s List Summer 2014
