Charles Martin

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I do freelance consulting in machine learning, data science, and software development. I have personally developed machine learning (ML) systems and helped get them into production at companies like GoDaddy, Aardvark (Google), eBay, and Blackrock. I recently helped GoDaddy predict the price of domains in the aftermarket. Last year I was with Swoop doing computational advertising. In 2011, I helped Demand Media become the first $1B IPO since Google: http://www.youtube.com/watch?v=6Cv_Rv56TA0 I was at Aardvark, acquired by Google and featured in the Lean StartUp, and a subject matter expert (SME) in ML at eBay. At my first startup, in the late 90s, I developed semi-supervised ML a...

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Charles Martin

WeightWatcher Introduction

AI in Search Engines

A review of two decades of correlations, hierarchies, networks and clustering in financial markets

Why Deep Learning Works: Self Regularization in Deep Neural Networks

Causality without headaches

Feynman diagrams

Past present and future of Recommender Systems: an Industry Perspective

SEOmoz Pitch Deck July 2011