Predict statistics of NFL playoff matchups using machine learning

Example results for simulated 1000 games of Bills vs. Chiefs in 2024

Using data from regular season to predict the outcome of playoff games in the NFL by running many simulated games through an ML model trained by the data. Trained and tuned neural network using PyTorch.

NFL Playoff Predictions

Frontend and portal for Princeton and IBM's 2024 quantum hackathon

Frontend webpages, application portal, and admin panel for Princeton Qublitz, an IBM Qiskit Fall Fest 2024 event. Independently built entire website using React, Next.js, and Firebase.

Princeton x IBM Qublitz

Customized text editor designed for ancient Latin translations

Text editor web application customized with special features for ancient Latin translation. Built with React, Next.js, Node.js, and GCP Serverless Functions. Developed in high school, Saas is no longer maintained.

Translationeer

Reconstructing images and videos from EEG brain scan data.

Visualization of pipeline on the frontend

Indpendently worked on frontend, worked with team on backend for HackHarvard 2023 Submission. Machine learning pipeline to reconstruct and display video and image data from EEG brain scans.

DreamScape

Generate visualizations and numerical solutions of classical and quantum systems

Numerical solution to finite potential well with boundary conditions

Numerically compute solutions to systems that generated waves classically and quantum mechanically. Two types of systems are considered: a loaded string that can be modeled as coupled oscillators, and a 1-dimensional quantum system with arbitrary potential. 

Vincent Cai

Projects

Projects

NFL Playoff Predictions

Princeton x IBM Qublitz

Translationeer

DreamScape

Classical and Quantum Waves