Jan 2025 - Mar 2025
Pytorch, Stable-Baselines3
Implemented using Stable-Baselines3 framework to compare CNN, RNN, and LSTM hybrid models for keystroke decoding from sEMG data.
September 2025 - December 2025
Pytorch, CREST
Introduced a novel framework that combines coreset-based data selection using a forgettability metric with structured network pruning.
Pytorch, Metadrive
Used Proximal Policy Optimization (PPO) to train autonomous driving agents in Metadrive environments.
Apr 2023 - Jun 2023
Python, Streamlit
A predictive web app to estimate IMDb ratings using Streamlit and Scikit-learn by scraping and parsing data from IMDb.
Jan 2023 - Mar 2023
R
Applying SARIMA and TAR models to 100 years of global temperature data to forecast global mean temperature trends for the next 80 years
Python, SQL
Predicting Super Smash Bros. match outcomes using Elastic Net, Decision Tree, Random Forest, and Boosted Tree models.
Love2d, Lua
An interactive sandbox toy with time reversal mechanics.
Jan 2022 - Mar 2023
HTML, CSS
A "Wordle"-like web game with a twist.
coltonjack.rowe@gmail.com