About

Product & AI for teams turning AI ambition into shipped systems.

I work across product discovery, AI systems architecture, rapid prototyping, and production delivery, building AI products that solve real problems.

Experience

PineBrook Technologies

Product & AI Engineer

  • Built customer-facing demo environments that cut unqualified demos by 60% and reduced sales cycles by three weeks.
  • Translated compliance workflows into automation that reduced documentation effort by 80%.
  • Helped shape three qualified enterprise opportunities with sub-100 ms demo interactions.

Research Fellow

Edge AI systems research

  • Benchmarked eight vision architectures across four hardware platforms for edge visual-language workloads.
  • Presented a hardware-aware framework for interpreting edge visual-language latency trade-offs, including the Cache Cliff terminology.

GetCred

Product & systems builder

  • Designed an alternative credit scoring engine (0–900 GigScore) for 80M+ unbanked gig and informal workers using UPI behavioral signals.
  • Engineered a sub-5ms zero-Python tree inference pipeline processing 2M+ simulated transactions with zero raw statement retention under DPDP Act 2023.

Medikabazaar

Data & operations engineer

  • Reduced payout turnaround from three days to under ten minutes across 400+ monthly transactions.
  • Built data workflows spanning 10,000+ records in 28 states and improved downstream automation reliability by 35%.

What I bring to product & AI

  • Product discovery
  • Solution scoping
  • PRDs & technical specs
  • Prototyping & MVPs
  • AI routing & benchmarking
  • Latency & edge architecture
  • Cloudflare Workers & D1
  • IndexedDB
  • Product analytics & funnels
  • Experimentation
  • Adoption & retention
  • Jira
  • TypeScript
  • Next.js 16
  • Python
  • PostgreSQL
  • Drizzle ORM
  • XGBoost & SHAP

Education & leadership

B.Tech (Honours), Information Technology, KIIT University ('26).

Top 100 of 60,000+; IIT Delhi Ideathon Winner. Microsoft Learn Student Ambassadors: grew a 150+ member community, supported a 3,500+ participant event, onboarded 100+ ambassadors, and trained 400+ attendees.