At Deutsche Bank (DBOI), I worked on Smartdoc, an AI-driven document management system designed to automate document splitting, extraction, and validation for Corporate Banking clients in APAC. I analyzed requirements end-to-end with Operations, Business, and Technology teams, helping increase Straight-Through Processing from 23% to 50%.
I also redesigned 4-eye check rules to align processing with client behaviour and updated RBI guidelines, reducing manual reviews and downstream failures. I led Vietnam UAT across 10+ user stories and retrained OCR-failed documents using Google Document AI, reducing OCR errors by 10%.
At Grasim Industries : Aditya Birla Group, I analyzed cash flow statements and capital structure, identifying a Rs.17,170 Cr negative operating cash position linked to inventory buildup during the Birla Opus Paints expansion and a 24% rise in leverage. I evaluated liquidity and capital utilization risks in the debt-funded consumer business expansion.
In my projects, I’ve analyzed cement firms using comparative valuation and DCF, studied energy-market risk spillovers with a GARCH Copula Quantile Regression CoVaR framework, and developed portfolio optimization and tail-risk models. My work also includes backtesting an equity trading strategy that delivered 23.48% ROI across 12 trades.
