Helping companies move from AI hype to execution.

GenAI | AI Product Strategy | Verticalized AI for B2B

About Me

I work at the intersection of AI product strategy and hands-on execution—helping early-stage startups and enterprise teams translate GenAI hype into grounded value.

Co-founder of Kint.io (acqui-hired by Swiggy), I’ve since led zero-to-one AI transformations at scale—most recently at Amphora, where we built a domain-first GenAI platform that achieved 87% extraction accuracy for commodity trading documents.

I now consult with companies on:

• Building GenAI products from scratch
• Operationalizing AI within existing product stacks
• Creating adoption roadmaps and cross-functional AI teams
• Structuring RAG, LLMOps, or document AI systems that work in production

Case Studies

🟣 Swiggy – Applied Research & Deep Learning Evangelism

Evangelized deep learning across business teams, built a mask detection system during the first lockdown (5k req/min), and reduced restaurant onboarding time by 50% using OCR + GCN pipeline.

🔵 Amphora (Sara CF) – Verticalized AI for Commodity Trading

Built a GenAI engine using domain-specific LLMs, LoRA fine-tuning, and secure on-prem LLMOps. Drove 87% accuracy in entity extraction, 90% drop in invoice errors, and led to product acquisition.

🔴 Kint.io – AI for Sports Analytics

Built a full-stack game understanding framework using CV + Pose Detection + Shuttle Trajectory Mapping. Acqui-hired by Swiggy.

How I Work

I typically engage in:

• Advisory Consulting: Product & AI strategy workshops, roadmap design