Jun–Sep 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
Founder's Office · 2026
PineBrook digital platforms & workflow automation
Delivered web platforms (issafoundation.co.in, pinebrooktechnologies.com, specialsprings.com) and built an interactive demo & compliance automation system.Shipped 3 production platforms, cut unqualified enterprise demos by 60%, shortened sales cycles by three weeks, and reduced compliance documentation effort by 80%.
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.Frequently asked questions
Clear answers on architecture, research, and delivery.
What does Yashvardhan Singh specialize in?
Yashvardhan Singh specializes in product discovery, AI systems architecture, edge AI latency optimization, sub-5ms tree inference pipelines, and enterprise workflow automation.
What production AI systems has Yashvardhan built?
Yashvardhan served in the Founder's Office at PineBrook Technologies (Jun–Sep 2026), building issafoundation.co.in, pinebrooktechnologies.com digital presence, and specialsprings.com India market platform while cutting sales cycles by 3 weeks and compliance docs by 80%; built GetCred alternative credit intelligence (sub-5ms zero-retention tree inference across 2M+ transactions); and Medikabazaar operations data pipelines (reducing payout turnaround from 3 days to under 10 minutes).
What research has Yashvardhan published or presented?
Yashvardhan presented hardware-aware edge VLM research and introduced the Cache Cliff phenomenon at the International Conference on Computing and Communication Networks (ICCCN 2026), benchmarking 8 vision architectures across 4 edge platforms.
How can teams or companies collaborate with Yashvardhan Singh?
You can connect with Yashvardhan via email at mail@yashvardhan.dev, book a discovery call on Cal.com (cal.com/yashvardhans/coffee), or connect on LinkedIn (linkedin.com/in/yashvardhan04).
Let's make the hard part tractable