Hi! I'm a junior at Harvard studying computer science and statistics. Here are some projects I've worked (or am working) on.
- Prune As You Tune - parameter-efficient fine-tuning integrated with model compression, while mitigating catastrophic forgetting
- Explain This, Pruner! - an investigation of the effect of model pruning on LLM explainability and curvature
- InferBiomechanics - models for motion generation and dynamics prediction, trained on AddBiomechanics dataset 🦵
- I developed the
dynamics_inferenceanddiffusionbranches with camilobrownpinilla
- I developed the
- MiniDiffusion - implementation of Denoising Diffusion Probabilistic Models for image generation 🏞️
- TimeSeriesForecasting (WIP) - random forest and LSTM models for financial time series classification 📈
- VioLibrary - a full-stack web app for violin repertoire exploration and recommendation 🎻
- SlavicGPT (WIP) - generate fresh Dostoevsky and Tolstoy with GPTs trained on Russian language scraped from the web ✍️
- bardle - a Shakespearean wordle with the Bard reacting as you play 🪶
- NetworkConnectivity - a paper applying linear algebra to graph theory to solve network analysis problems, with a Python application analyzing the connectivity of a collaboration network of jazz musicians 🕸️
- SnakeCube - Snake, but 3D...and with LEDs! 🐍
- PodcastPal - an AI assistant for chatting about online articles, YouTube videos, or Lex Fridman podcast episodes via RAG 🤖
- MiniML - OCaml metacircular interpreters manifesting varying semantics 🐪