Prepared valuation pitch decks for banks to identify potential business synergies and potential M&A targets.Conducted financial due diligence and prepared roadshow slides for four NASDAQ IPOs exceeding cumulative fundraisingof $13bn.

Worked directly with the leadership team at Cedar in setting up an in-house $50m venture capital fund and developed the fundraising and exit strategy utilizing survivorship bias adjustment and real options analysis.Build a risk correlation assessment tool using VaR (Value at Risk) and multivariate regression, enabling a sovereign wealth fund to reduce annual portfolio review time by 60%.

Developed a pricing model for banking and microfinance stocks using an ARIMA (autoregressive integrated moving average) model and combined that with OLS (Ordinary Least Square) to account for variation in residual data.Programmed a utilization assessment tool that used air-quality data from Nasa Terra to approximate factory utilization rates for chemical stocks, resulting in trades that generated INR 380 million ($4.5 million) over nine months.

Led a 4-person team and devised an auditing program that used random and stratified sampling adjusted for the criticality of balance sheet items to review statutory documents and identify anomalies, resulting in savings of over $60 million per quarter.Conducted on-site review of supplier financial statements and sales documents to assess statutory margin compliance for a Fortune 500 life sciences company, applying Benford’s Law and cluster analysis to isolate outlier transactions.