LLM-Integrated Production Platform: Designed and implemented a distributed code and model readiness framework using LLM orchestration (LangGraph, CrewAI, LangChain) to automate validation and optimization of SQL and notebook-based workflows.

Cosmos AI Workbench Modernization: Migrated major Cosmos Workbench components to Model Context Protocol (MCP), enabling integration with Claude Desktop and dashboard agents used by over 5,000 engineers and scientists.

AI Agents and Orchestration: Developed internal AI agents and GPT-style assistants that automate data quality checks, model tagging, and readiness insights, improving developer efficiency across ML pipelines.

Drift Detection Framework: Engineered an intelligent monitoring system to detect model/data drift, trigger retraining alerts, and maintain accuracy.

GKE Cost Optimization: Built automated resource management logic for idle Jupyter servers, saving $250K annually in GKE utilization.

Collaborated with cross-functional teams to unify ML lifecycle tooling and ensure scalable, governed infrastructure across product areas.

Fulfillment API Microservices: Led design and delivery of real-time prescription fulfillment APIs using Spring Boot, Kafka, MongoDB, and PCF, improving speed and reliability of patient prescription workflows.

Team Leadership & Mentorship: Acted as team lead, guiding 8+ engineers through architecture, code reviews, and production deployments. Mentored junior developers and fostered engineering best practices to maintain quality and velocity.

Stakeholder Collaboration: Partnered with product managers, clinical teams, and operations to translate business requirements into scalable technical designs and deliver results aligned with enterprise goals.

Performance Optimization: Enhanced system throughput, reduced latency, and improved fault tolerance through data-driven analysis and distributed design improvements.

Built Visa Checkout Merchant Services APIs using Spring Boot, JPA, and SQL tuning, improving transaction throughput by 30%.

Worked with global teams to enhance scalability and deployment reliability for payment integration services.

Design , Develop the requirements through agile framework