Architecting and implementing applied AI and GenAI projects at portfolio companies. Projects include:- optimize how analysts are deployed to process medical claims for a 500-person revenue management company with dynamic programming and ML. Labor cost reduction of XX%- improve user acquisition, product recommendations, sales and CX for a consumer-facing digital entertainment company with reinforcement learning, ML and experimental design.

I ran ML & GenAI for Two Sigma's Private Equity verticals of ~ $2B of investments and supported systematic and fundamental investors in public investments. My team covered the entire life cycle of a deal, including AI-assisted sourcing, diligencing and value creation at our portfolio companies.Two Sigma is a data-driven quantitative investment management company with $60+Bn AUM..

Built a profitable multi-million dollar AI strategy and solutions consultancy from the ground up, providing "nose-to-tail" support for a firm's applied AI effort.Some significant projects include:- Developed an AI-based detection system for a database farm with 50k+ databases for a major financial data provider. Reduced failure detection times by 90+% . - Optimized ad spend for a $100MM+ digital ad campaign. Reduced costs by ~5%.We hired well. We mentored even better. Our team of 15+ talented folks took great care of their colleagues and our clients. A very satisfying accomplishment for me is RationalAi was a great chapter for everyone on Team RationalAi, and folks have gone on to great roles afterwards.

Led risk function for $1Bn+ business lending program underwritten using AI.- Improved underwriting using alternative data and improved modeling.- Managed loss forecasts in financial statements and to Amazon’s Board.Got the entrepreneurial bug. And a customer. Took the leap and launched my own firm.

Used quantitative analysis to secure favorable outcomes in credit risk litigation.Worked on lawsuits related to asset-backed securitization, bankruptcies, credit ratings and trading credit derivatives with $5Bn+ at stake.

Ran quantitative analysis for underwriting $2Bn+ policies. Generated $50MM+ value.- Evangelized data-based decision-making, securing C-level sponsorship and buy-in from frontline personnel.

Developed stress-testing and risk management tools for securitized credit products and PD, LGD and EAD for C&I, commercial and residential mortgages, credit cards and other consumer loans.

Published research in leading journalsTaught statistics and financeConsumed ungodly amounts of caffeine:)