Here are some of my projects. You can find everything on my GitHub.

Gardening Handbook

Created: May 2025

I documented everything I learned from Professor Thomas Vaughan and other gardeners at the Columbia University Victory Garden throughout undergrad.

Decoding Behavior from Neural Data

Created: December 2023

Designed new and implemented existing algorithms for decoding mouse wheel speed behavior from neuron-level brain recordings.

LLM Trajectory Analysis

Created: March 2023

Analyzed trajectories of language model embeddings projected onto a 3-sphere using UMAP. Won the special Nomic bounty at the NYU Generative AI Betaworks Hackathon.

Our shell tool, called LangShell, is a GPT-3 based shell assistant with a memory. You can tell LangShell facts about yourself, and you will never forget them (unless you want it to). We built LangShell using Python, the OpenAI GPT-3 API, and the Huggingface MiniLM-L6-v sentence similarity API. It is based on a fork of Shell GPT, and we plan to release it as a Pull request on the original repo.

Charizzma

Created: February 2023

Charizzma is an AI conversational advice-giver that helps you respond smoothly when you need it most. Specifically, we used real-time transcription, keyword extraction, and speech synthesis to deliver advice in real time.