I design and develop models using machine learning algorithms in Python and TensorFlow.
I organize, process, and analyze data to produce data-based solutions, models, and web applications for various problems.
I build client-server architectures for managing, storing, and displaying relevant data to clients and users.
Many of these are personal/academic projects that I have developed and/or published over the last few years.
My most recently published work involving GPU-based optimization and parallelized algorithms.
Connecting laborers to employers using Natural Language Processing to perform sentiment analysis on reviews.
Website enabling artists to safely share their creations with AI/ML-based theft detection and API-based processing.
Teaching reinforcement learning agents to race in a custom environment with proximal policy optimization. (PDF)
A database containing rating, flavor, and other fun data about chocolate bars. Dataset: https://flavorsofcacao.com/
A model that predicts the pre-crash actions of a vehicle that is in a collision. Dataset: NYC OpenData
Email: johnjeagan@mail.fresnostate.edu
Phone Number: (916) 969-7007
California State University, Fresno
College of Science & Mathematics