Ride-hailing Emissions Modeling and Reduction through Ride Demand Prediction

A research paper demonstrating a novel way to reduce emissions of rideshare vehicles by predicting ride-hailing behavior with an LSTM model built in TensorFlow.

• LSTM
• Python
• XGBoost
• Jupyter Notebook

2048 AI

Using reinforcement learning to identify strategic moves in the game 2048

• Python
• PyTorch
• SQL
• JavaScript
• React.js
• Flask

NFL Databowl

Uses statistical and ML models to determine how many yards an NFL player will gain after receiving a handoff.

• Python
• TensorFlow
• Matplotlib
• Jupyter Notebook
• JavaScript

MTA Visualization

A real-time 3-D interactive visualization of subway lines, stations, and train positions throughout the New York subway

• Three.js
• D3.js
• Vite
• Flask
• General Transit Feed Specification
• node.js

Pathway

An interactive tool for university course planning and recommendation using a graph-based model trained on registrar data.

• Go
• Bootstrap
• Javascript
• SCSS
• Webpack

Samcfuchs.com

A personal site built by hand.

• Python
• Flask
• Docker
• SQL
• JavaScript
• React.js
• Cloudflare
• AWS

Climbing Simulator

A one-day D3.js physics simulation.

• D3.js
• SCSS