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About Me
I'm an AI/ML engineer who owns systems end-to-end, from architecture and implementation through deployment and reliability. My production workflows serve 300+ case reviewers and have reduced manual review time by 98%.
I build multi-agent orchestration systems with planner-executor patterns, retrieval-augmented generation pipelines with hybrid retrieval and re-ranking, and real-time inference services deployed on Kubernetes. I focus on reliable, production-grade AI that delivers measurable impact.
What I Value
Principles that guide my work and decision-making
AI Innovation
Pushing boundaries with cutting-edge LLMs and GenAI technologies
Production ML
Building scalable, reliable ML systems that deliver real business value
Data Quality
Ensuring high-quality training data and robust evaluation frameworks
Performance
Optimizing ML models for speed, cost, and accuracy in production
My Journey
Professional experience and education
Present
Software Engineer, AI/ML
Cognida
Own production AI systems end-to-end, from architecture through deployment and reliability, serving 300+ case reviewers and reducing manual review time by 98%.
2019
Bachelor of Technology in Computer Science
Dr. B.R. Ambedkar Open University
Graduated with a B.Tech in Computer Science.