Skills
Principal Investing
Analysis, valuation, and negotiation of private equity and mezzanine debt transactions.
Intellectually curious and creative with providing financial solutions.
Statistical predictive modeling
Developed several proprietary algorithms for classifying web-based information to profile consumer-buying trends.
Worked in a team to conceptualize and design a transaction modeling platform that is now a full-fledged product.
Expert knowledge of consumer preference and bankruptcy modeling from transaction data.
Implemented neural network and regression models to increase revenue by over 300%.
Designed and implemented linguistic suite of components to extract business-actionable information from credit card statements.
Software Development
Designed and implemented natural language processing software via Perl and a statistical modeling infrastructure via Java.
Released data analysis & visualization software for data from chaotic bubbling processes.
Process control in chemical engineering
Thesis in process control applications to chaotic bubbling processes.
Expert knowledge of various advanced process control schemes like PID, IMC, DMC etc.
Expertise in artificial intelligence schemes like neural networks, fuzzy logic etc. applied to engineering systems.
Developed self-adapting neural network application for online regime identification of chaotic bubbling.
Authored automation software for high-speed data acquisition and online regime identification of chaotic bubbling processes. This software is capable of increasing performance by a over 200%.