Designing, debugging, and optimizing ML systems (for both speed and prediction) across all major methodologies + many frameworks.


Finding the right questions to ask your data, and the right data to answer your questions, backed by rigorous statistics and probability.

Designing and optimizing analytics reporting / alerting / insights systems on top of multiple generations of DB / Big Data tech.

I've been using the Python ML/AI/Data Science stack more or less since it was invented. Ditto for AWS/Cloud systems/scripting work.

I've designed multiple novel CV systems for new products, using both off-the-shelf tools and also custom designs.

CUDA and OpenCL in scientific/mathematical computing, and image processing.

High performance / "data oriented design" numerical, data, text, and image processing code including GPU through CUDA/OpenCL

Concept+Design for over a dozen market leading ML/AI powered products, including ones deployed by F500s.

I have multiple degrees in applied mathematics including Ph.D., and I was a highly rated Visiting Professor at the University of Southern California.

I have multiple degrees in applied mathematics including highly cited Ph.D. research on distributed statistical computations. I was also a highly rated Visiting Professor at the University of Southern California.

I've founded three companies of my own, helped others found another six, and been advisor/investor to over a dozen (all in ML/AI/Data space)

I have been designing high performance data processing and mathematical algorithms for almost 20 years, including distributed / concurrent / gpu / threaded.

Extensive use of JS in data visualization and analytics projects

I've led and advised ML/AI/Quant development for multiple hedge funds in credit, equities, and real estate.

Personal details

Demetri S.

Summary

Technical skills