Shivani Chaudhari

I’m an AI/ML Engineer and Python Developer with 3 years at Hitachi Digital Services, where I built production ML pipelines, real-time gRPC data systems, and FastAPI microservices deployed at scale on Azure. I’ve applied ML to high-stakes environments, including national defence and enterprise software.

At Hitachi, I delivered low-latency anomaly detection and fault classification on live sensor streams—cutting false-positive alarm rates by ~70%—and built event-driven automation that converts sensor alarms into structured incidents with automatic SOP assignment. I also optimize throughput with Redis caching and secure access using Keycloak (OAuth 2.0 / JWT), with real compliance-driven biometric integration. I’m excited by ownership of end-to-end systems: from data ingestion to model-driven alerts to production-quality services.