All Projects

Idea History Agent

AI agent that constructs a DAG model of how different ideas have evolved throughout time and locations.

Princeton Senior Thesis: "Rethinking the Hype of Transformer Models: Examples from Electric Load Forecasting"

Developed a transformer-based model from scratch that can forecast electricity loads based on historical data and forecasted weather patterns.

Flow Matching: Learning the Earth's Wind Patterns

Developed a flow matching model to learn a vector field of the Earth's wind

Radiation: A Deterministic Generative Art Project

Generative art project using p5.js, inspired off the album cover for Flying Lotus's Cosmogramma.

Pre-Calculus Textbook

Wrote 160 page advanced precalculus textbook, self-published. Book covers advanced math concepts in support of high school course. Completed and released summer 2019

Snake PPO Agent

Implemented a PPO agent from scratch to play the game Snake.

Dlamos

iOS app that uses Spotify API, creating a social media app where users can share music and artists can interact directly with their fanbase, adding a large-scale collaborative element to the music creation process. Over 8k lines of code, fully built-out backend (Spotify authentication, database, etc.) and frontend (SwiftUI).

VitalMap

Lead team to build a community-driven Progressive Web Application that eliminates the barriers between students and getting the essential products they need. Completed for Princeton's COS333 class.

Greg: A Princeton Course Chatbot

This project uses the Retrieval Augmented Generation (RAG) framework in conjunction with the OpenAI GPT API to create a chatbot, Greg, that can make class suggestions to students based on their interests and preferences.

LSH Music Recommendation Engine

In this project, I implemented the locality-sensitive hashing (LSH) vector search algorithm from scratch and used it to efficiently recommend music to a user based on a song they like.