Mini Calc TA
An agentic LLM grading pipeline that checks a student's calculus work step by step, plus a six-configuration ablation study that made me reverse my own shipped architecture.
Selected work
Work I owned end to end, from framing the problem to shipping: a GenAI tool, a forecasting model, robotics, and small tools I built because I wanted them.
An agentic LLM grading pipeline that checks a student's calculus work step by step, plus a six-configuration ablation study that made me reverse my own shipped architecture.
A predictive model that forecasts multi-year university costs and turns them into a personalized savings plan, validated to ±5% accuracy against a decade of real data.
A GenAI system that turns source documents into standardized, source-cited memos, where every financial figure is computed in code and an assertion tracer confirmed zero of them were untraceable to the source ledger.
★ 2nd place overall
A 24-hour robotics build sprint where I learned an unfamiliar Arduino stack on the clock, and somehow walked away with a 9.7/10 from the judges and 2nd place overall.

A gesture-casting wave game. You don't press buttons, you draw your spells. Still very much a work in progress, and I'm having a blast building it.
A cross-platform iOS and Android fitness app I took from a blank whiteboard to a real release, with a ranking algorithm that turns your data into a workout plan built for you.
A small Chromium extension that grabs any color on screen. A fast eyedropper with a proper color picker, because I got tired of the built-in one being kind of clunky.