At Morgan Stanley, I manage trade operations across European and American markets, automate legacy workflows with AI, and use AI-assisted analysis to identify trade discrepancies. My Alteryx and macro solutions for exchange-report PDF processing save one hour per day, while AI automation reduces manual effort by 1.5 hours daily.
I've led Tokyo–Bangalore coordination, served as an SME for ICE Exchange and NASDAQ reconciliation, achieved 98.89% efficiency through KPI, SLA, and risk tracking, and mitigated 100+ days-aged OTC breaks. I also lead two junior analysts, perform SOX controls and resilience testing, and bring prior fintech hiring and ATS operations experience from Fando.

