Vision
Modular predictive platform with robust experiment tracking and safety controls for promotion to live. Generalizable beyond trading (demand/capacity forecasting etc.).
Milestones (30/60/90)
- 30d: Data ingestion; feature store; baseline models; backtest harness.
- 60d: MLflow‑style tracking; strategy gates; slippage/latency constraints.
- 90d: Live deploy with rollback; dashboards; reporting pack.
KPIs
- Sharpe, MaxDD, hit‑rate; latency p95; rollback time; alert MTTA.
Stack
FastAPIPostgresPandasMLflow‑styleGrafana