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Product Manager · 5+ years · B2B SaaS, fintech & AI-native product work

I own problems end to end, from discovery to prototype to shipping and adoption. I've taken a checkout-financing product from zero to $25M in loans a month and rebuilt the data platform private-market funds use for portfolio reporting. I build with AI every day, from clickable prototypes to scheduled Claude agents.

📍 Bengaluru

🎓 MBA, IIM Shillong

✉️ [email protected]

🔗 LinkedIn

💼 Github

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BUSINESS IMPACT

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$0 → $25M / month

Loans originated each month through Skeps checkout financing, built from zero

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+37%

Shoppers accepting a loan offer, after A/B testing the pre-approval and offer flow

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PLATFORM & ADOPTION

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60s+ → milliseconds

Time to open a portfolio view, for clients with up to 150M data points

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23% higher

How often portfolio companies answered quarterly data requests, vs. the old flow

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AI-NATIVE SPEED

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1–2 weeks → 2 days

Idea to stakeholder sign-off, using clickable AI prototypes instead of specs

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~1 week → ~2 hours

Time to find the root cause of a platform issue, with scheduled Claude agents

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🧭 Browse by theme

The work, grouped by the kind of problem it solved.

💳 Fintech and lending

🗄️ Data platforms and B2B SaaS

🤖 AI in product

🚀 Zero to one and speed

About me

How I work

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Research when data is thin

Interviews and journey maps beat guessing from a half-instrumented funnel.

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Prototype before you spec

A clickable prototype gets a faster, more honest answer than any document.

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Protect trust in the numbers

In financial products, run old and new side by side until they agree.

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Pick the boring solution when it's right

A structured template beat AI extraction because it could flag what was missing.

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Experience

Toolkit

Product

Discovery and user research · roadmap and prioritisation · A/B testing · success metrics · PRDs · go-to-market

AI and prototyping

Claude · Claude Design · Lovable · n8n · MCP integrations · skill authoring · Figma

Data and delivery

SQL · Amplitude · Tableau · Excel · Jira · Confluence · Notion

Education and awards

• MBA, Indian Institute of Management Shillong · 2021
• BTech, Communication and Computer Science Engineering, LNMIIT · 2019
• 🏆 SPOT award (Skeps) for record-time product delivery · Team of the Month (LEAD School)

Case studies

Click a card to open the full story. Use the filters to find work by company, domain or skill.

Untitled

Case studies

Field notes

Lessons I keep coming back to, each with the story it came from.

🧩 Look at the outputs, not the formula

🙅 The obvious solution isn't always the right one

🏃 Let prototypes do the convincing

🔭 Build for the data you'll have

📊 Put every ticket in one place first

AI lab

Side project: UWANNA

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