Machine Learning and Data Science

Charles is brilliant. Like an encyclopedia on the topic of machine learning. Rapid fire suggestions on everything I threw at him. Will be speaking with him again, for sure.

Charles was very helpful - and his enthusiasm matches his smarts.

Charles is a brilliant engineer who truly understands complex data problems and solves them effectively.

Charles Martin has rare and valuable expertise and experience applying machine learning and to create a scientific process for creating content, Q&A matching and scientific approaches to SEO. He's a pleasure to know and to work with.

Charles is literally the smartest person I have ever worked with, and most importantly he is still a *real person* that you can interact with. We worked together on creating fairly sophisticated software to predict internet traffic from various search signals for our custom content creation process, and it worked, not just a theoretical result, but a practical application of machine learning that we were able to turn into practice.

Charles is very familiar with various statistical and stochastic modeling methods. In a very short period, he was able to understand the stochastic models that were used in our product and then suggest enhancements to them to account for previously ignored variables such as time, seasonality etc. Charles showed high proficiency in using J2EE platform which was used to build our product.

I met Charles while working at The Mechanical Zoo. At times we worked very closely on problems I knew absolutely nothing about: document classification, word sense disambiguation, transductive learning, probabilistic natural language parsing. Charles was able to impart a high-level understanding of these subjects, even though I was completely unexposed to machine learning and have no mathematical background. He worked with myself and other engineers to develop end-to-end software implementations (mainly Ruby and Java) of his designs. This included a range of applications including corpora assembly using cloud computing, training and manipulation of datasets, and highly performant production code. I enjoyed learning from and working with Charles. He will be a valuable asset to any organization, and I would definitely work with him again.

Charles worked with me as a short term consultant for my research team at Shopping.com in late 2007. Charles worked on improving search engine quality and relevance by learning from user feedback applying support vector machines.
Charles is a Brilliant researcher who did a great job in his consulting work. He has in depth knowledge and understanding of SVMs and definitely and expert in this field.

Detail-oriented individual. High mathematical/analytical strength. Experienced Java programmer.

Charles and I were vendors to the same company. The most important things about working with Charles do not show up on his profile. His intelligence is evident by his field and coursework, but his energy, work ethic, and dedication are just simply unmatched. I also grealty value his ability to relate to us non-scientific types in English and with concepts that we can understand. I truly enjoy working with him and look forward to collaborating on future projects together.