Overview
We built an end-to-end ML platform that ingests transaction data, engineers features in real time, and serves risk scores with sub-100ms latency.
Features delivered
- Real-time scoring API
- Model monitoring dashboard
- Automated retraining pipeline
- Explainable AI reports
Challenges
Latency under 100ms with explainability for regulators.
Solutions
Built a vectorized feature store and quantized model variants with SHAP explanations.