Anmol Kumar

AI Product Manager with 6+ years of experience shipping scalable AI products across Generative AI, LLM applications, and Computer Vision. Proven track record of translating ambiguous problems into production-grade solutions for government and enterprise clients — driving up to 90% reductions in analysis time through conversational AI search and agentic workflows. Combines strong technical fluency (APIs, SQL, model evaluation, prompt engineering) with end-to-end product execution across discovery, roadmap, delivery, and GTM.

Assistant Product Manager at Staqu Technologies Pvt. Ltd. (2023-01 – Present)

Lead AI product strategy for a suite of LLM- and computer vision-powered platforms deployed across law enforcement and enterprise clients, owning discovery through production delivery.

• Launched CrimeGPT, an LLM-based AI investigation assistant with contextual search, entity extraction, and natural-language querying — cutting investigator data-discovery time by up to 90%.
• Architected an agentic AI search platform enabling conversational exploration across structured and unstructured datasets, integrating multi-tool LLM workflows with a graph database of 850K+ nodes.
• Co-developed the Smart IO Investigation Platform for OSINT aggregation, case management, and evidence correlation across suspects, devices, and financial signals.
• Drove trilingual (English/Hindi/Hinglish) NLP initiatives, curating 600+ query benchmarks and running systematic model evaluations that improved classification accuracy by ~78% post-translation layer.
• Partner across ML, engineering, and design to translate ambiguous problems into PRDs, FRDs, and sprint plans; rapid-prototype in Figma + Claude to accelerate validation.

Senior QA Engineer at Staqu Technologies Pvt. Ltd. (2022-02 – 2023-02)

Owned quality for AI video analytics platforms across retail, border surveillance, and public-safety use cases; established test strategies for CV model releases and partnered with product on requirements refinement — a bridge role that catalyzed transition into product management.

QA Engineer at Softogrid Solutions Pvt. Ltd. (2019-01 – 2022-02)

Delivered manual and automated testing for enterprise applications; strengthened release quality, defect management, and Agile execution across multiple client engagements.

B.Tech in Information Technology – Chaudhary Charan Singh University (2015 – 2019)