Work
Short contract, live stats demo
Cerebro Sports
- Role
- Machine Learning Engineer, contract
- Team
- Live Gameplay Team
- When
- Summer 2025
A brief contract around the NBA Summer League in Las Vegas. I built a demo app for exploring live basketball tournament stats conversationally: ask a question in plain English, get the numbers, realtime graphs, and dashboards back.
What I did
- Short engagement in summer 2025, scoped to one demo for a tournament.
- LLM chat over live tournament stats, with realtime graphs and dashboards.
- Designed the pipeline that converts semantic text to SQL, queries the stats DB, processes data, and handles edge cases.
Under the hood
Stack.
Live sports + LLM apps
- Semantic-text to SQL pipelines
- Basketball stats DB + edge-case handling
- LLM chat + realtime graphs + dashboards