Completed PhD in computer science. Took classes, conducted research, published papers and presented work at conferences. Applied randomized algorithms for scalable search and indexing. Experience with succinct data structures, numerical optimization, clustering, and machine learning.

Developed open source libraries.

Developed and tested bioinformatic infrastructure for CLIA/CAP test validation and implementation.

Wrote Java, Python/Cython, bash, and C++. Developed ctDNA analysis software suite and supported core pipelines.