OneRisk from zero
Led a 12-member cross-functional team to build IDfy's Risk Mitigation platform from zero to market, securing the first marquee client and enabling credit decisions on ₹200+ crore in loans within the first year.
Product / AI / Execution
Vol. 01 / India / Updated 2026
Filed under: useful ambiguity
Product Leadership / AI Workflows / Execution
Product operator with a bias for execution across AI-native workflows, regulated markets, and zero-to-one bets. I turn unclear mandates into shipped products, measurable outcomes, and teams that know what to do next.
Latest signal: exploring AI-native workflows for product teams, product leadership with execution proof, and shipping with evidence.
Work Experience
Aug 2022 - Apr 2026 Lead Product Manager for IDfy's OneRisk Platform Owned a broad product mandate across risk, AML, fraud intelligence, data-source economics, and regional expansion. ₹200CR+ loans40+ clients80%+ cost cut3x Product Innovator Led a 12-member cross-functional team to build IDfy's Risk Mitigation platform from zero to market, securing the first marquee client and enabling credit decisions on ₹200+ crore in loans within the first year.
Led the cross-functional integration of multiple independent risk products into a single unified platform, consolidating the entire IDfy risk suite into one interface and eliminating context-switching for risk operations teams.
Drove product discovery and post-sales improvements through direct client engagement, translating problem discovery conversations into roadmap priorities and accelerating adoption across a B2B customer base.
Led a 5-member team to build IDfy's Anti-Money Laundering platform from the ground up, architecting a solution compliant with FATF standards and India's domestic AML regulatory requirements.
Scaled AML to 40+ live clients across multiple geographies, validating the platform's adaptability across regulatory environments, collectively contributing to ₹50L+ in MRR across upstream products.
Pioneered IDfy's industry-first framework to detect employment proof fraud, creating a differentiated edge in background verification. Personally led a sting operation that uncovered a major fake credential network, translating frontline intelligence into product and detection improvements.
Read the ET operation ->Identified cost-effective data sources, cutting procurement costs by over 80% for specific APIs. This unlocked incremental revenues worth 2Cr MRR for the company (PAN Plus).
Launched Indonesia's first AI-driven Criminal Record Screening product to support regional expansion, reducing screening time by 85% from 7 days to under 24 hours and achieving 90% national coverage.
3x "Circle of Champions" Award Winner - Product Innovator Category at IDfy (2023, 2024, 2025).
Drove adoption of super-premium products in initial launch markets through targeted sales schemes.
Shaped launch strategy for three major products through market mapping and positioning work.
Recommended vendor consolidation and inventory optimization across indirect purchases.