📍 Kolkata ↔ Nieuwegein, Utrecht
🚀 Stealth Founder | AI & Data Engineering Leader
I build AI systems that ship.
From research-grade models to production platforms, I focus on velocity, leverage, and real-world impact.
Currently operating in stealth, building AI-first products and internal platforms across healthcare, analytics, and developer tooling. Background spans deep learning, MLOps, cloud-native systems, and technical leadership.
-
Stealth AI startup
End-to-end AI platform design: data ingestion → model development → deployment to cloud and edge. -
Agentic & applied AI systems
Practical use of LLMs beyond demos: evaluation, orchestration, monitoring, cost control, and reliability. -
Cloud & MLOps architecture
Azure- and AWS-based systems for regulated, high-availability environments. -
Rapid prototyping with production intent
Ideas validated in days, hardened in weeks—not slideware.
Build things that survive contact with reality.
I care less about trends and more about systems that work under pressure—technical, regulatory, and organizational.
I’m especially interested in:
- AI systems that scale responsibly
- Products with clear economic value
- Teams that value clarity over noise
Personal Notes
- Prefer systems over demos
- Bias for first-principles thinking
- Enjoy football, long-form reading, and hard problems
- Believe most AI failures are engineering failures, not model failures



