Most PMs write specs. I write specs, then build the thing, then measure if it actually worked.
7+ years turning messy, high-stakes FinTech problems into products that scale — consumer banking at IndusInd Bank, lending infrastructure at Prefr (acquired by CRED), and credit underwriting at NeoGrowth. Now I take that same “find the chaos, build the system” energy and point it at AI.
RecruitVoice AI — Because recruiters shouldn’t spend 5 days asking “Are you okay with Whitefield?”
A multi-agent phone screening platform that autonomously calls candidates, asks screening questions in English/Hindi, detects prompt injection attempts, and produces structured pass/fail recommendations.
ElevenLabs Twilio Supabase Edge Functions (21) TypeScript React
The backstory: For every job posted, recruiters burn 2–5 days making repetitive 10-minute calls to 100+ candidates. I built the system that handles that entire step — from outbound dialing to structured data extraction of 25+ fields per conversation.
FreshCheck AI — ₹200–350 Cr in annual produce refunds. One computer vision model at the packing station.
GPT-4o Vision scores every produce item for freshness and quality before it leaves the dark store. Packers photograph, AI evaluates, bad items get caught before they reach the customer.
GPT-4o Vision Supabase TypeScript React RBAC
Portfolio Site — A PM built their own full-stack portfolio. Yes, it has an admin panel.
Not a template. A React 19 / TypeScript / tRPC app with Supabase backend, Substack RSS auto-sync for blogs, testimonials managed via admin panel, and deployed on Vercel.
Live at priyankgarg.com
Agentify — Most businesses have no idea how to become discoverable to AI agents. I’m validating a product that auto-generates MCP servers and CLI tools so non-technical teams can plug into the agentic web. Still in problem validation — talking to businesses, testing resonance on LinkedIn.
| Now | Senior PM, IndusInd Bank — Consumer Banking. 400+ agent telesales infra across personal loans, credit cards, deposits. 10M+ customers. |
| Previously | Prefr (→ acquired by CRED) — Scaled to 3M+ monthly loan applicants, $250M transaction value, 25% conversion lift. |
| Before that | NeoGrowth — 6x loan volume growth in MSME lending. |
| Education | B.E., BITS Pilani · MBA, IMT Ghaziabad |
AI Agents (voice, multi-agent, MCP, tool calling) · B2C growth & activation funnels · AI video generation (Kling 3.0, Veo 3.1) · Building end-to-end: problem → architecture → code → deploy → measure