SEEKING WORK | Boston | Remote or local
Algorithms / Machine Learning / Optimization Problems / Statistics as well as the full stack infrastructure to build a product around it (generally Flask + HTML/CSS/JS/D3.js, occasional React).
General R&amp;D stack is Python + Numpy + (Theano | TF) + Jupyter on AWS. I've also used MATLAB extensively.
Experience: Image processing, deep learning, kernel methods, graphical analysis, bayesian methods, statistics, compressive sensing, linear algebra, signals processing and systems calibration, performant convex optimization, customer behavior interpretation and analytics, finance analytics/predictions, visualization.
Generally I work on problems involving both mathematical derivation and performant algorithmic implementation. I've built a number of internally used customer analytics tools for my clients to push on sales / conversion metrics which enabled triple-digit percentage improvements as well as significant executive insight. I've also built end-to-end MVPs for early stage startups looking to demo an ML-enabled product.
Education: MIT Bachelors '13, MEng '14
I have a small website/blog up at www.highdimensionality.com, though I've been working on private work mostly these days to there's not a lot I can publish.
Email: REDACTED_EMAIL
Best,
Michael