Yifei Zhou Email & Phone Number

New York, Ny, Us

Arlington, Virginia, United States

Arlington, Virginia, United States

o Developed deep reinforcement learning algorithms in PyTorch to optimize robots’ shortest path-finding solutions.o Collaborated with USPS clients to create simulation environments for various warehouse floorplans in Python. o Integrated new algorithms into simulation environments, enhancing robot package sorting efficiency by 30%.o Deployed algorithms in a Flask app on Azure, enabling C++ back-end interaction for robot control via REST APIs.

West Lafayette, Indiana, United States

Led a research group in the development of machine learning engine emissions models in Python:o Developed discrete/continuous Recurrent Network (RNN) models to enhance the modeling accuracy by 30%.o The first researcher to develop Time Series Classification algorithms for advanced detection of emission peaks.

West Lafayette, Indiana, United States

Full-Stack Compiler Development for a new language: MicroCo Developed front-end (scanner, parser) to generate Intermediate Representation (symbol tables, abstract syntax tree).o Engineered back-end (code generator) in Java to produce Risc-V assembly codes and performed register allocation.o Integrated support for advanced language features like arrays, functions, pointers, type checking, type conversion, etc.

Columbus, Indiana, United States

1. Developed a new data analysis framework (CDAT Workflow) in Java to accelerate the data analysis by 100%:o Developed the back-end (Spring like) with helper classes, interfaces, methods to facilitate data analysis.o Designed the front-end (React and Bootstrap like) to support creating, connecting different data analysis modules. 2. Developed data loading & processing module and data quality checks module for this new framework:o Developed back-end to load special data into SQLite, perform engine data quality checks, generate result reports.o Designed front-end (GUI) to get user inputs/data files, visualize data quality checks, support help guides.o Implemented and optimized CI/CD pipeline for enhanced development efficiency using GitHub Actions.

Columbus, Indiana, United States

o Developed machine learning and numerical simulation models to improve the emission modeling accuracy by 20%.

Master Of Science - Ms, Computer Science, 4.0

Master Of Science - Ms, Mechanical Engineering, 3.9

Bachelor Of Science - Bs, Agricultural Engineering, 3.7

Bachelor'S Degree, Agricultural Engineering, 3.7

High School Diploma