At NatWest, I investigated reconciliation differences and account-record exceptions, documenting evidence so colleagues could trace issues and follow up. I maintained investigation histories and escalated unresolved items with risk, compliance and business colleagues.
At Param Investopedia Pvt. Ltd., I analysed more than 30 listed Indian companies and prepared research notes for 350+ clients. I also developed MACH1, a Python and SQL project for repeatable market-data preparation, signal comparisons and research records.

