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GM – Product at Vodafone Idea. I lead the AI and prepaid portfolio of the Vi app with a 40-member team that owns 70% of app revenue. Over 10+ years I've worked across telecom, B2B commerce, airlines, SaaS and IoT.
PGDM, IIM Kozhikode · B.Tech Electronics, Walchand College of Engineering · CSM · SAFe · Six Sigma GB · Salesforce Admin
I help companies find the AI use cases that actually pay off, and ship them. I've done it at 30M-user scale (telecom's first LLM recharge agent) and end to end on my own products.
Two to three weeks to map use cases, size the value, and leave you with a build-vs-buy-vs-rent call and a roadmap.
Hands-on guidance from prototype to production, covering guardrails, payments and evals.
Workshops on taking agentic products from idea to launch, based on The Agentic Product Playbook.
Before product, there was the guitar. I play lead and still get on stage. Try it yourself: drag across the strings, or use keys 1–6.
What music taught me about product: rhythm beats intensity, practice compounds, and the best solos leave space.
The suit runs hot, but the person inside doesn't have to. Here are the small practices I come back to. Pick one, take two minutes, and leave a little lighter.
A longer exhale tells your nervous system it's safe. Good for any stressful moment.
A two-minute body scan. Sit comfortably, soften your gaze, and follow each cue.
Writing down three good things a day is one of the simplest habits for a happier mind.
The 5-4-3-2-1 technique pulls an anxious mind back into the present. Tap a dot each time you notice something.
Patterns and plays for executing products where software acts on the user's behalf.
My book on building agentic products: how to choose problems worth automating, design for trust, and execute when software starts acting for your users.
Drag the book to rotate it.
Product leader, AI product consultant, author and guitarist. I've spent 10+ years building products that serve millions, and I keep my hands on the tools by shipping my own.