
Hands-on AI Product Builder
AI products & evals, consumer discovery & growth
Lead Product Manager, Consumer AI at Reliance Intelligence (building across India, US and EU markets since 2019)
I take AI from a customer problem to something running in production.
Data engineer at Deloitte → growth PM at a fintech → enterprise AI at a US SaaS company → today, founding product lead on consumer AI at Reliance Intelligence, building an AI assistant for India's next billion users.
On weekends I build things myself, so I know what the tools can and can't do today.
[📄 View my resume] [💼 LinkedIn] [📧 Email] [✍️ Blog]
Also, some GIT stuff:
Where I've built and learned

Reliance AI

Sitetracker

Refyne

Deloitte

IIM Bangalore
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TLDR:
Reliance: evals gating what ships across the top 10 use cases · Shipped News experience built with Claude Code + Cowork
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LLM judge + human graders, benchmarked vs ChatGPT and Gemini
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Tracks what users follow, speaks only on change
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A/B tested interlinked News flows
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Grew engagement with gamified rewards
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Sold AI before building it
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Turned AI & platform into revenue
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Pick a company tab.
Reliance Intelligence

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Lead Product Manager, Consumer AI · May 2026 - present
Founding product lead on the consumer AI unit, owning key LLM-powered use cases for first-time AI users. We're building an LLM-powered, voice-first AI assistant for India's next billion users to compete with ChatGPT and Gemini (pre-launch, in beta). A hands-on IC role: I own News and Self-care end to end, architected the evals that gate what ships, and designed the proactive agent layer.
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Deep dives
Evals That Gate What Ships: LLM Judge + Human Graders
Proactive AI Agent: Speaking Only When Something Changes
Configurable Breaking-News Alerts
Building Daily-Habit AI Use Cases for India
Sitetracker
Refyne
Deloitte
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