Scalable ML API with Redis Caching
- Tech Stack: DistilBERT, FastAPI, Redis, Docker, Poetry, AWS EKS, Prometheus, Grafana, Pytest
Built a production-ready sentiment analysis pipeline deployed to Kubernetes with Redis caching, metrics logging via Prometheus, and real-time visualization in Grafana. Uses DistilBERT for fast and accurate predictions served via FastAPI and Docker.