Matthew Amodio
Postdoctoral Researcher at Broad Institute of MIT and Harvard
Cambridge, Massachusetts, United States
Summary
👤
Senior🎓
Top SchoolMatthew Amodio is a postdoctoral researcher and machine learning specialist based in Cambridge, MA, with 11 years of experience applying predictive models to massive, messy datasets across computational biology, NLP, social networks, geospatial routing, cybersecurity, and advertising. He earned a PhD focused on AI and combines rigorous academic research with hands-on engineering—building end-to-end pipelines, custom parallelized algorithms, and scalable data-processing solutions. Past roles at Broad Institute, Yale, Booz Allen, IBM, and UW–Madison show a pattern of translating research into production-ready models for real-time bidding, network graph analysis, and large-scale text mining. He is equally comfortable diving into feature engineering and low-level optimization as he is communicating findings to non-technical stakeholders. Outside work he applies the same data-driven curiosity to baseball analytics, reflecting a practical appetite for exploratory modeling and reproducible code. This blend of deep research training and applied systems experience makes him adept at tackling complex, cross-domain ML problems that require both theory and engineering.
11 years of coding experience
8 years of employment as a software developer
Master of Science - MS, Artificial Intelligence, Master of Science - MS, Artificial Intelligence at University of Wisconsin-MadisonDoctor of Philosophy - PhD, Artificial Intelligence, Doctor of Philosophy - PhD, Artificial Intelligence at Yale UniversityMaster of Science (MS), Applied Statistics, Master of Science (MS), Applied Statistics at The Ohio State University
Github Skills (13)
heat9
unsupervised-learning9
affinity9
single-cell-analysis8
transition8
dimensionality-reduction8
embedding6
visualization5
machine-learning5
genomics5
data-visualization5
medicine5
deep-learning3
Programming languages (3)
Github contributions (5)
the1mane1event/vprnn
Nov 2015 - Apr 2016
Contributions:27 commits, 26 pushes in 4 months
KrishnaswamyLab/SAUCIE
Sep 2017 - Aug 2020
Contributions:4 commits, 2 PRs, 22 pushes in 2 years 11 months
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