Adith Manikonda Project / 2026 / Data / AI / ML
PITWALL
Counterfactual Formula 1 strategy engine: rebuilds the race state at any lap and reruns it with a different strategy through a Monte Carlo simulator.
Source ↗Purpose
Built for a sports analytics data bowl to answer what would have happened if the car had pitted two laps earlier.
Built With
- Python
- FastAPI
- DuckDB
- NumPy
- React
More from Adith Manikonda
- 2026MORPHReproduces the machine a bug happened on: capture a user's CPU, memory, locale and network conditions as a profile, replay them somewhere else, and keep the cause as a regression test.
- 2026BF-SERVERHTTP server whose request parsing, routing and response generation are written in Brainfuck, fed by a plain TCP listener.
- 2026LOBOTOMLCompiles a trained neural network into a Brainfuck program: weights are quantised to fixed point, lowered through an IR and run as inference on a Brainfuck VM.