Maria Restrepo
Data Scientist
Rhode Island, United States
Summary
👤
Senior🎓
Top SchoolMaria Restrepo is a data scientist with 14 years of experience bridging academic computer vision research and practical software solutions, currently applying probabilistic 3D modeling and machine learning at Brown University. Her background includes a Ph.D.-level focus on object recognition, surface reconstruction and 3D registration, and hands-on work building smartphone-based medical imaging algorithms in industry. She has taught and mentored students across levels—from graduate C++ courses to pre-college engineering—and brings a translator’s skill for turning complex research into teachable, product-ready systems. Known for combining rigorous math with pragmatic engineering, she also leverages a lifelong commitment to squash to foster teamwork, resilience, and global perspective in collaborative projects.
14 years of coding experience
9 years of employment as a software developer
Ph.D, Computer Vision, Ph.D, Computer Vision at Brown UniversityB.S, Electrical Engineerig, B.S, Electrical Engineerig at Trinity College-Hartford
Spanish
Github Skills (200)
background-image10
meta-tags10
cli10
pubmed10
devkit10
typer10
xnat10
mermaid10
viewer10
electron-react9
julia9
science9
shell9
python9
metadata9
Programming languages (20)
Github contributions (5)
brown-bnc/bnc-resource-registry
Mar 2020 - Feb 2023
Registry for BNC resources to showcase in the BNC's landing site
Contributions:1 review, 2 PRs, 3 pushes in 2 years 11 months
reactbncreactjstypescriptshowcase
JuliaHealth/PubMedMiner.jl
May 2016 - Oct 2018
Julia package for studying co-occurrences in PubMed articles
Contributions:77 commits, 50 pushes, 1 branch in 2 years 5 months
for-studyingjulia-packagestudyingjulia-languageoccurrences
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