Lead Machine Learning, Data Science, and AI projects in Finance. Spearhead AI utilities research initiative for the Finance team

Product Technical Program Manager for the Relevance Pillar, a collection of ML focused teams responsible for Instagram’s user understanding, content understanding, sourcing, ranking, recommendations, and ML platform for Instagram Home (Feed), Explore, & Reels

Responsible for Machine Learning, Business Intelligent, System Integration, and Entitlement products

Responsible for Blockchain platform, API, Machine Learning, Off-chain System Integration, Database Synchronization, and Even Publisher products

Implemented & validated machine learning models, wrote requirement documents, ran a scrum team to improve data scrubbing and report processing for treasury risk analytics platform• Worked with data scientists to Implement and validate financial risk models including time-series interest rate regression, asset pricing, and mortgage default rate models that simulate Gaussian distribution 95% VaR of net interest income and economic value of equities

Implemented and validated machine learning models, redesigned and automated report processing, and consolidated data sourcing & scrubbing for market risk analytics platform• Worked with data scientists to Implement and validate time-series interest rate regression, asset pricing, mortgage default rate, and Monte Carlo stress testing models that simulate Gaussian distribution 95% VaR of the bank holding company’s net interest income & economic value of equities

Implemented and validated machine learning models, wrote requirement documents, and performed data integration for ALM, FTP, and Stress Testing solutions• Performed model validation and implementation of asset pricing models and stress testing simulation models by tying out amortization, prepayment, interest cash flows, and yields• Built a cash flow simulation engine for a loan system with irregular cash flows

Implemented machine learning models, wrote requirement documents, performed data integration for BASEL II, ALM, FTP, and Anti-Money Laundering solutions • Localized and implemented Basel II model using interest rate and asset pricing models to estimate bank’s equity position

Built web-based systems for an online shopping center and a social media for civil servant; Supervised a team of 5 software engineers and GUI designers