This document contains the resume of Ching-Han (Peter) Lee. It summarizes his education, technical skills, research experience, work experience, and contact information. He has a Master's degree in Electrical Engineering from USC and a Bachelor's degree in Electrical Engineering and Computer Science from National Tsing Hua University in Taiwan. His technical skills include deep learning, RNNs, LSTMs, image processing, and programming languages like Python, C++, and MATLAB. His research includes real-time ICU length of stay prediction using LSTMs and an RF energy harvester design. He has work experience in business development, founding an organic plum company, and a 3D image processing internship.

1. Ching-Han (Peter) Lee
+1-213-453-4396 neslpeterlee@gmail.com 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.