At Qapita, I built a multi-agent LangGraph pipeline on AWS Bedrock that turns Limited Partnership Agreement PDFs into an executable rule engine for fund calculations, with human review gates and audit trails. I also shipped Qapita Spark’s founder onboarding flow and an equity scenario-modeling engine adopted by 100+ startup clients.
At Haptik (Interakt), I shipped an LLM Copilot to SMB customers and built a Spring Boot backend for a voice-calling feature. Earlier, at National Payments Corporation of India, I cut mandate registration latency by 60% with a Spring Boot microservice and built real-time Kafka pipelines.

