Thomas Sherman

Lead Software Engineer at STR

Washington, District of Columbia, United States
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Summary

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Senior
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Top School
Thomas Sherman is a Lead Software Engineer in Washington, DC with a decade of experience blending applied mathematics, statistics, and software development to build both high-level data analysis tools and low-level video game modding utilities. Trained at Johns Hopkins with MS and BS degrees in Applied Mathematics and Statistics, he has transitioned from research and biostatistics roles into engineering leadership, currently guiding development at STR since 2019. He brings a rare mix of quantitative rigor and hands-on systems work, comfortable moving between statistical modeling, production code, and tooling close to the metal. Past internships at NASA and Transamerica reflect an early focus on engineering and risk-oriented domains, while his modding tool experience signals deep curiosity about reverse engineering and flexible software design. Colleagues know him for translating complex analytical requirements into practical, well-engineered solutions that bridge research and product needs.
code10 years of coding experience
job4 years of employment as a software developer
bookJohns Hopkins University
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Github Skills (27)

matrix10
machine-learning10
mcmc10
matrix-factorization10
bayesian10
bioinformatics10
factorization10
bayesian-inference10
transcriptomics9
c-library9
single-cell-analysis8
wii8
scanpy7
probability7
bioconductor6

Programming languages (6)

JavaDockerfileRC++HTMLPython

Github contributions (5)

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sherman5/MeleeAI

Mar 2016 - Mar 2017

Contributions:6 commits, 1 push in 1 year
FertigLab/CoGAPS

Apr 2017 - Oct 2020

Bayesian MCMC matrix factorization algorithm
Contributions:833 commits, 14 PRs, 463 pushes in 3 years 6 months
factorizationbayesian-inferencenon-negative-matrix-factorizationhuman-cell-atlasmachine-learning
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Thomas Sherman - Lead Software Engineer at STR