Ching-Han Lee (Peter) resume

Ching-Han (Peter) Lee +1-213-453-4396 [email protected] https://goo.gl/dMxoUz About Me I have sophisticated set of skills in building deep learning model and solve problems in many related fields. Along with my broad set of experiences, I excel in solving problems that require cross-domain knowledge. Education University of Southern California, USA Aug, 2014 - May, 2016 Master of Science, Electrical Engineering Featured Research: Real Time ICU Length of Stay Prediction using 2 layers LSTM and MIMIC-III National Tsing Hua University (NTHU), Hsinchu, Taiwan Sep, 2009 - Jun, 2013 Bachelor of Science, Electrical Engineering and Computer Science Over all GPA: 3.25/4.0 (81.23/100); Last 60 Credits GPA: 3.8/4.0 Tsinghua University, Beijing, China Summer, 2012 Exchange student in the Department of Computer Science Technical Skills Experienced in Pattern Recognition, Data Cleaning, Deep Learning, RNN, LSTM, Image Processing Proficiency in C, C++, Python, Theano, Keras, Scikit-learn, MATLAB, Verilog, verilogA, Spice Researches Real Time ICU Length of Stay Prediction using 2 layers LSTM and MIMIC-III Jan, 2016 - May, 2016 An RF Energy Harvester Design in 0.18μm CMOS Technology Sep, 2012 - May, 2013 Won the 4 th place in project competition out of 30 groups Relevant Classes Machine Learning: Pattern Recognition, Machine Learning, Image Processing, Special Topic on ML Logic Design: RF energy harvester, 7-128 decoder, ADC, amplifier, wireline receiver, layout practice. Work Experiences Bezalel Inc. July, 2015 - May, 2016 Business Development Intern Researched and analyzed market statistically, then optimized the strategy accordingly Minimized the marketing spending to 5% of its original cost, lower than industrial average Mama Hsu’s Organic Plum Inc. December, 2013 - September, 2014 Founder and CEO Initiated and designed a direct new business model that sell plums directly to the end consumers and bypass the intermediate factories. Established a whole new brand, logo, and wrapping, and held plum-farm experiencing event that attracted more than 200 people, which successfully gained great exposure and promoted the brand. Cooperated with a famous bakery and created new products, which provided an even greater product variety toward consumers, meaning wider market coverage. With this win-win-win-win model, we increased the overall sales at the rate of 500%. Industrial Technology Research Institute July, 2011 - August, 2011 3D image processing, coding and decoding – software engineer (internship) Constructed a simple program using C to quick measure the coding time complexity Compared work efficiency and accuracy on multiple types of 3D-image codec.

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Transcript of Ching-Han Lee (Peter) resume

Ching-Han (Peter) Lee +1-213-453-4396 [email protected] https://goo.gl/dMxoUz

About Me

I have sophisticated set of skills in building deep learning model and solve problems in many related fields.

Along with my broad set of experiences, I excel in solving problems that require cross-domain knowledge.

Education

University of Southern California, USA Aug, 2014 - May, 2016

Master of Science, Electrical Engineering

Featured Research: Real Time ICU Length of Stay Prediction using 2 layers LSTM and MIMIC-III

National Tsing Hua University (NTHU), Hsinchu, Taiwan Sep, 2009 - Jun, 2013

Bachelor of Science, Electrical Engineering and Computer Science

Over all GPA: 3.25/4.0 (81.23/100); Last 60 Credits GPA: 3.8/4.0

Tsinghua University, Beijing, China Summer, 2012

Exchange student in the Department of Computer Science

Technical Skills

Experienced in Pattern Recognition, Data Cleaning, Deep Learning, RNN, LSTM, Image Processing

Proficiency in C, C++, Python, Theano, Keras, Scikit-learn, MATLAB, Verilog, verilogA, Spice

Researches

Real Time ICU Length of Stay Prediction using 2 layers LSTM and MIMIC-III Jan, 2016 - May, 2016

An RF Energy Harvester Design in 0.18μm CMOS Technology Sep, 2012 - May, 2013

Won the 4th place in project competition out of 30 groups

Relevant Classes Machine Learning: Pattern Recognition, Machine Learning, Image Processing, Special Topic on ML

Logic Design: RF energy harvester, 7-128 decoder, ADC, amplifier, wireline receiver, layout practice.

Work Experiences

Bezalel Inc. July, 2015 - May, 2016

Business Development Intern

Researched and analyzed market statistically, then optimized the strategy accordingly

Minimized the marketing spending to 5% of its original cost, lower than industrial average Mama Hsu’s Organic Plum Inc. December, 2013 - September, 2014

Founder and CEO

Initiated and designed a direct new business model that sell plums directly to the end consumers

and bypass the intermediate factories.

Established a whole new brand, logo, and wrapping, and held plum-farm experiencing event that

attracted more than 200 people, which successfully gained great exposure and promoted the brand.

Cooperated with a famous bakery and created new products, which provided an even greater

product variety toward consumers, meaning wider market coverage.

With this win-win-win-win model, we increased the overall sales at the rate of 500%.

Industrial Technology Research Institute July, 2011 - August, 2011

3D image processing, coding and decoding – software engineer (internship)

Constructed a simple program using C to quick measure the coding time complexity

Compared work efficiency and accuracy on multiple types of 3D-image codec.