Projects

Selected work with code, experiments, and write-ups — each with a case study and a public repo.

ReactLLM / GroqServerlessFastAPI

InboxZing — AI News Digests

A personalized news app that summarizes your feed in six voices — brief, detailed, ELI5, humorous, storytelling, or poetic — with points and streaks that make the news a habit. Rebuilt as a zero-cost serverless demo you can use right now.

Live demo — real headlines, AI summaries in 6 styles

FastAPIReact NativeMongoDBSystem Design

CampusCraves — Campus Food Sharing

Full-stack food-sharing platform (React Native + FastAPI + MongoDB) built with a 4-person team: a concurrency-safe reservation lifecycle, three auth paths, and a moderation subsystem.

Interactive demo: race two users for the same item · 20 REST endpoints

LoRA / PEFTTransformersTRLEvaluation

LoRA Fine-Tuning of SmolLM-135M

Parameter-efficient supervised fine-tuning that teaches a 135M-parameter model the greentext storytelling format, with a GPT-2 ablation showing why architecture matters more than parameter count.

Perplexity 3.94 → 1.31 · ~7× better than GPT-2 ablation

World ModelsGeminiThree.jsTypeScriptSQLite

City of Choices — A World-Model Mayor Game

A free-roaming NYC mayor game built for the Reactor × Google world-model hackathon: explore neighborhoods, meet fictional residents, and fund city projects whose costs and delayed effects are enforced by the game engine.

Reactor × Google hackathon · Interactive demo

Local LLMsNLPPythonReactLegal Tech

Ratio — Fair-Trial Review

An offline legal review tool that turns trial-monitoring notes and court documents into findings a lawyer can check line by line, each linked to its exact source. Built for the TrialWatch FairTrial AI Hackathon at Columbia Law School, supported by Microsoft.

2nd place + Best Innovation Prize · TrialWatch FairTrial AI Hackathon

More projects on the way