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Peter Lee resume
Peter Lee is a data scientist and engineer with experience in developing predictive models and managing databases. He has worked with technologies such as Theano, Pandas, and Keras, and has developed full-stack applications using PHP and JavaScript frameworks. He holds a Master's degree in Electrical Engineering from the University of Southern California and conducted research on ICU length of stay predictions.
Peter Lee resume
- 1. PETER LEE Theano Pandas Keras Codeigniter Bootstrap/ JQuery C++ OpenCV Scikit-learn bs4 SQL PHP RESTAPIs Python DATASCIENTIST DATA ENGINEER SOFTWARE ENGINEER EXPERIENCES DATA ENGINEER Query 3rd party data through their REST APIs Scrape unstructured raw data from the internet Process unstructured data with the knowledge of NLP and feature selection Design and maintain company’s main relational database MySQL SPARKAMPLIFYSPARKAMPLIFYRESEARCHATUSC DEEP LEARNING PREDICTIVE MODEL RESEARCH Clean and standardize raw MIMIC-III data with respect to domain knowledge Train and tune RNN models with chronical (time-series) data Design multilayer learning models to avoid false supervision Compare the performance of different learning models, basic RNN, LSTM, and SVM 2016 2016 - 2017 2016 - 2017 FULL STACK DEVELOPER Develop company’s main product using MVC PHP framework Codeigniter Utilize Bootstrap, JQuery, Vue.js, and many other JS packages to enhance frontend experience Embed Twitter and Pipl REST APIs into the controller to realize real-time error-free operations USC 2014 - 2016 CONTACT 213-453-4396 neslpeterlee@gmail.com San Francisco Bay Area Website: http://peterlee.space EDUCATION University of Southern California Featured Research: Real Time ICU Length of Stay Prediction using 2 layers LSTM and MIMIC-III USC 2014 - 2016 MASTER OF SCIENCE, ELECTRICAL ENGINEERING