I'm a Senior Machine Learning Engineer with 19+ years of software development experience, specializing in AI/ML solutions that drive measurable business impact. My patents have been adopted globally, with issuances in the US, Canada, Australia, and Europe.

Throughout my career, I have worked at leading technology companies building scalable systems from explainable neural networks for credit scoring to automated product matching using modern transformer architectures. My Stanford credentials include coursework under renowned professors Andrew Ng, Sebastian Thrun, and Fei-Fei Li.

Currently, I focus on cutting-edge ML research.