At MSCI Services Pvt. Ltd., I redesigned critical SOAP request flows, cutting response times from 1–45 minutes to 10 seconds. I also re-engineered inter-process locking and validation to reduce locking time from over four hours to three minutes and prevent inconsistent data states.
At MSCI, I built an internal IntelliJ MCP debugger connected to LLMs, reducing multithreaded incident triage time by ~50%. Earlier, at iFAST Financial India Pvt. Ltd., I re-architected transaction processing and redesigned the AUM and fee-calculation engine, while leading and mentoring an engineering team.

