I don't just build features I engineer reliability.
Co-founded a healthcare SaaS serving 10K+ patients. Published IEEE research cited 22 times. Filed a patent. I think in terms of throughput, fault tolerance, and data integrity because those are the problems that actually matter at scale.
"Orchestrating a 50-person tech team and managing distributed nodes are the same problem. Coordination is everything."
IntelliCast : Agentic political news chatbot. LangChain eval pipelines cut hallucinations by 90%. Because an AI that confidently lies is worse than no AI at all.
Python LangChain Flask
SpeechDBQuery : Voice-to-SQL across regional Indian dialects. 92% accuracy. Used by 25+ businesses.
Django IndicNLTK NLP
Dr.Doctor : The SaaS I built before I knew what a SaaS was. E-prescriptions for 10K+ patients across tier-2/3 Indian cities.
React Django MySQL
Merged patches in production codebases used by thousands of developers:
| Repository | Stars | Contribution | PR |
|---|---|---|---|
| celery/celery | ★ 28.3k | Fixed unbounded HTTP hang in Eventlet task worker, added requests.get() timeout to prevent threads blocking indefinitely |
#10244 ✅ |
| awslabs/amazon-neptune-tools | ★ 312 | Fixed mutable default argument in execute_batch; shared state across calls was causing silent data corruption |
#406 ✅ |
| hsahovic/poke-env | ★ 464 | Fixed unguarded HTTP calls in data script utils, network requests without timeouts can hang workers indefinitely | #882 ✅ |
Systems thinking > feature thinking.
A system that fails gracefully beats one that never fails in testing.
Distributed coordination is just leadership at the code level.
Write for the engineer who comes after you.
