kishor kumar

I've built and deployed production AI systems at Datanetiix Solutions, including enterprise RAG assistants for three clients and over 100 active users, AI-powered report generation, and a contact recommendation platform for 100+ C-suite users.

I design secure, observable AI workflows using hybrid retrieval, LLM evaluation, guardrails, role-based access control, PII redaction, and production monitoring. My RAG optimization work improved answer relevancy and faithfulness from approximately 60% to 90%.

At AUGURAI, I led teams delivering industrial computer vision systems for defect detection, oil assessment, coconut inspection, and notebook counting. These systems achieved results including 0% false negatives for impeller blowhole detection, 99.9% production counting accuracy, and 50% improvement in defect-identification efficiency.

Earlier, I developed OCR, visual recommendation, forecasting, and video analytics solutions. I enjoy taking AI products from architecture and model development through reliable production deployment on AWS and GCP.