Selected Work
PRD Trustap
Progressive seller verifications for marketplace payments
Problem: Manual KYC delays cause 31% seller drop-off
Solution: Risk-based instant activation for 65% of sellers
Impact: 26% increase in activation rate (projected)
Stock SIP for bunq
Automated stock investing for neobanks
Exploring how European neobanks could adopt India's SIP model for individual stocks. Users set a recurring investment amount, and the system automatically buys shares at market price every month—making wealth-building as frictionless as a subscription payment.
Covers user flows, edge cases, technical architecture, monetization strategy, and success metrics.
ACTIVE-SYNC Transit Integrity Platform
Risk-based seller onboarding system designed to reduce activation time from hours to seconds.
Eliminating "ghost buses" through real-time service verification
Underwrite AI
Underwrite AI - Intelligent Credit Decision Support
UnderwriteAI is an AI-assisted underwriting prototype that helps teams review applications faster, flag risks, and generate structured recommendations. It improves consistency, reduces manual effort, and supports better human decision-making through a clear, user-friendly workflow for early-stage risk assessment.