Jun–Aug 2026
India · Product & AI
28.6139° N, 77.2090° E
I turn ambiguous problems
into shipped
AI products.
I work across product discovery, AI systems architecture, rapid prototyping, and production delivery, building AI products that solve real problems.
60% fewer unqualified demos Sub-5ms decision latency 80% less compliance work
AI Product · 2026
PineBrook enterprise workflow automation
Made technical value tangible in a fast, interactive demo and compliance automation system.60% fewer unqualified demos, three weeks shorter sales cycles, 80% less compliance documentation effort, and 3+ qualified enterprise opportunities.Fintech Product · 2025
GetCred alternative credit intelligence
Explainable cashflow underwriting and alternative credit scoring for India’s 80M+ gig and informal workers.Enabled instant 0–900 GigScore evaluation, sub-5ms decision latency on 2M+ simulated monthly transactions, and cryptographically auditable zero-retention reports.Operations systems · 2025
Medikabazaar operations data
Moved a payout workflow from multi-day manual handling to an operational system teams could trust.Payout turnaround dropped from three days to under ten minutes across 400+ monthly transactions; 10,000+ records across 28 states supported a 35% reliability improvement downstream.Systems research · 2026
Cache Cliff edge-AI research
A hardware-aware way to choose vision encoders for edge visual-language systems.Introduced the Cache Cliff terminology to make non-linear hardware trade-offs explicit; readers should validate recommendations on their target hardware.Where the work happened
From product discovery to production systems.
Jan–May 2026
Research Fellow
Edge AI systems researchBenchmarked eight vision architectures across four hardware platforms for edge visual-language workloads.Sep–Dec 2025
GetCred
Product & systems builderDesigned an alternative credit scoring engine (0–900 GigScore) for 80M+ unbanked gig and informal workers using UPI behavioral signals.Let's make the hard part tractable