At Jubilee Life Insurance Company, I research companies listed on the Pakistan Stock Exchange and prepare financial models to support equity portfolio recommendations. I also built and automated a 10-year, fortnightly OGRA petroleum price database using a web scraper and an OCR-based extraction pipeline.
At VIS Credit Rating Company Limited, I directed credit rating assignments for a portfolio of about 150 companies and oversaw a team of five analysts. I also developed sector-specific financial models and authored rating methodologies for Educational Institutions and Currency Exchange Companies.
Earlier, at Habib Metropolitan Financial Services, I published more than 15 sector and company reports with buy/sell recommendations and developed financial models to forecast equity performance. My work also includes research on forecasting the PKR–USD exchange rate using recurrent neural networks, and teaching Business Analytics & Fintech at Karachi School for Business and Leadership.

