new revenue unlocked
through product data, search, and industrial AI systems
AI product data strategy & execution
I build AI and product-data systems for complex businesses.
I turn search, catalog, and execution problems into systems that simplify operations and create measurable, compounding growth.
catalog growth
by building a data foundation that could scale
person AI and data team
built to deliver and operate high-leverage systems
Selected work
Raptor Labs — Hercules and industrial AI
Led the product and data strategy behind systems that structure industrial product information, improve discovery, and make complex catalogs commercially usable at scale.
The work combined AI-led extraction and standardization with a conversational discovery layer—unlocking £4.5M+ in revenue, expanding the catalog 15x, and reducing product grouping effort by 99%.
Read the case studyExperience
Built from the product up.
A career spanning software, product management, and ownership of AI, data, teams, and commercial outcomes.
Feb 2022 - Present
Head of Product Data Strategy
Raptor Supplies
Set up Raptor Labs as the R&D arm for AI moonshots and automation, owning strategy, hiring, and execution for high-leverage bets.
Feb 2020 - Jul 2021
Product Management - Job Hai and 99acres
InfoEdge (NSE: NAUKRI)
Worked on high-growth marketplace products, combining user research, growth diagnosis, and workflow redesign.
Feb 2019 - Jul 2019
Founding Member, Full Stack Developer
LIPISHALA
Built recommendation infrastructure and co-designed the architecture for a Flask-based SaaS application.
Contact