At Tata Consultancy Services, I built REST APIs and microservices for high-throughput data ingestion, using Redis caching and query optimization to achieve sub-100ms p95 latency.
I developed a Java Spring Boot platform with React and Angular to automate infrastructure management for 20,000+ servers, reducing manual effort by 30%. I also established Jenkins pipelines with automated testing, health checks, and Grafana monitoring.
I created Python automation for server discovery across VMware, HPE, and Nutanix environments, and integrated a chatbot that reached 94% intent-classification accuracy. The chatbot handled more than 500 queries per week.
As a Machine Learning Intern at Tata Consultancy Services, I developed an NLP emotion-detection system trained on 50,000+ text samples that achieved 89% classification accuracy. My projects also include a natural-language query engine and a predictive capacity-planning system.

