Headline

Associate Product Manager @ HiLabs | Product, Strategy & Growth | IIT Roorkee ’25 | KITES Intern ’24 @ ITC

About

Associate Product Manager at HiLabs, Bengaluru, building AI-powered data quality products for US health insurers. I own products where users must trust the output before acting on it. At HiLabs, I took an AI data correction product from zero to one and now own it at scale, serving as primary owner for two of our nine US insurance clients on a platform that processes 10M+ doctor profiles a month at 90%+ correction precision. The problem space: insurer directories carry incorrect doctor addresses and phone numbers, and claims are denied on bad data. My product identifies incorrect values, determines which evidence to trust, and delivers corrections with supporting evidence. In pilot, claim rejections fell from roughly 12% to under 8%, and validation accuracy improved from 60% to 85%. My day-to-day spans around competitive analysis, user requirements understanding, data analysis and AI/ML based logic and scoring with data science, driving designs from wireframe to sign-off in Figma, and owning each client delivery. Seven releases in 14 months with a 20+ person cross-functional team. A representative example of how I work: clients were not acting on high-confidence errors flagged across 40-45% of their profiles. Rather than improving detection, I identified that individual errors appeared inexpensive to ignore, and shipped a repeat-failure metric that quantified the cost of inaction. It is now central to the ROI narrative in client reviews. Prior to HiLabs: B.Tech in Mechanical Engineering from IIT Roorkee, a KITES internship at ITC Limited (Agri Business Division), and a hostel dining application adopted by 10,000+ students. Open to conversations in consumer product, fintech, and AI-native products. Email - yashvijay2901@gmail.com

Location

Bengaluru

AI stack

claude code

claude

notebooklm

notion

openai

ChatGPT

Work experience

Associate Product Manager at HiLabs, Jun 2025 - Present · 1 yr 3 mos, Bengaluru, Karnataka, India, Associate Product Manager, Enterprise AI Data Products. Primary owner for 2 of 9 US insurance clients; 7 releases in 14 months with a 20+ person cross-functional team. - Led 0-to-1 development of an AI engine that auto-corrects 50-60% of flagged doctor profiles, now live at 4 clients; claim rejections (bills denied on incorrect data) reduced from roughly 12% to under 8% in pilot. - Drove a self-serve data quality portal from Figma wireframes to launch, including AI summary and cycle views, for 500+ client users; deployed to 3 clients in roughly a week each, with components reused for a fourth. - Diagnosed why clients were not acting on high-confidence errors across 40-45% of profiles and shipped a repeat-failure metric, now central to the ROI narrative in client reviews. - Scaled the platform to all 9 clients as the shared validation layer, processing 10M+ doctor profiles a month; reduced delivery time from 5 days to 1 and cut unit cost through deduplication, with 50%+ of profiles skipping re-checks. - Raised validation accuracy from 60% to 85% by adding 4 evidence sources, reducing per-cycle re-validation to roughly 40%. - Designed the AI trust layer with data science: evidence ranking weighted by source reliability, an LLM fallback for navigating hospital sites, and confidence scoring evaluated on 10,000 profiles stratified by organization, specialty, and state; corrections hold 90%+ precision on address and phone. - STAR Performer Award, three times (awarded to 10 of 300 employees).

KITES Intern at ITC Limited, May 2024 - Jul 2024 · 3 mos, Guntur, Andhra Pradesh, India, Joined ITC's flagship KITES internship program within the Agri Business Division, working on a manufacturing expansion initiative. • Developed an expansion plan for ITC's Spices Processing Facility, including site layout analysis and capacity modelling for production scale-up. • Reduced 30% downtime and 11% cycle time by resolving production bottlenecks, delivering ₹85+ lakhs in annual savings. • Managed the vendor RFQ process across 10+ suppliers and delivered the final plan to senior leadership with a validated 14% IRR.

Education

Bachelor of Technology - BTech, Mechanical Engineering, Indian Institute of Technology, Roorkee