At Careers360, I designed and deployed AWS Bedrock pipelines that turn student reviews into structured summaries and college insights for 10M+ users. I also developed an AI-powered course comparator and college discovery tools.
I engineered a domain-isolated Redis caching architecture that handles billions of API requests at 10–15ms P99 latency, with zero-stale cache. I also built event-driven search integration for instant college detail page indexing and updates.
At Echo India, I architected a distributed messaging platform that processes 1M+ messages per month with 99.9% delivery reliability. I reduced API and messaging latency by 70% and built a RAG-powered document intelligence system that autonomously resolved 85% of user queries.
My work at Echo India also included a HIPAA-compliant PHI detection engine with 99.5% accuracy and AWS cost optimization that reduced infrastructure spend by 40% while sustaining 99.99% microservice uptime. Earlier, at Enthuons and Fourbrick Technology, I optimized Python backends and automated business workflows.

