RYANPETERZ.COM

Developed and applied machine learning techniques to proofs of principle including unsupervised annotation of ultra-high resolution images in the RootShape project (DoE), recursive multi-agent reinforcement learning algorithms (DARPA), and empirically measurable generalization bounds (NGA)... Contributed features to and maintained open source machine learning metadata library. Upheld internal service availability with rotating on call duty shifts. Supported junior engineers through the feature development process. Reviewed and critiqued coworkers' design documents and code submissions... MLMD is a library which implements a bipartite multi-DAG database agnostically across multiple SQL dialects.