Selected work

Things I built

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.

40%lower grading errorvs. single-prompt baseline, 97% first-error accuracy

2026 · Solo

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.

  • Python
  • Anthropic Claude API
  • Pydantic
  • YAML
±5%forecast variancevalidated against 10+ years of historical data

2025 · Sole developer

Tuition Forecasting & Financial Planning

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.

  • Python
  • SQL
  • Matplotlib
  • Excel
77/77sourced figures98.6% field extraction accuracy, live model, 11-case eval

2026 · Solo

MIME (Make It More Efficient)

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.

  • Python
  • Pydantic
  • Claude
9.7/10judged score2nd place overall, 24-hour build

2024 · Primary developer

Mechatronics Showdown

★ 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.

  • Arduino
  • C++
  • Embedded

Also built

Like what you see?

I am looking for an 8-month or 4-month co-op from January 2027. Tell me about your team.