Matheus Viana
Associate Director Of Image Analysis And Descriptive Modeling
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolMatheus Viana is an image analysis and descriptive modeling leader with over a decade of experience translating quantitative imaging and computational physics into biological insight. Currently Associate Director of Image Analysis and Descriptive Modeling at the Allen Institute for Cell Science, he advanced through scientific roles there after postdoctoral and research positions in Brazil and at UC Irvine. His background in computational physics (PhD, Universidade de São Paulo) underpins a rigorous, model-driven approach to complex image-based data and descriptive modeling. He combines hands-on algorithm development with team leadership to operationalize analysis pipelines for high-content cellular imaging. Based in Seattle, he brings cross-cultural research experience and industry–academia fluency from IBM Research to institute-scale science. Colleagues rely on him for turning intricate quantitative problems into reproducible, production-ready analysis.
12 years of coding experience
7 years of employment as a software developer
Bachelor's degree Physics, Bachelor's degree Physics at UFSCar - AlumniDoctor of Philosophy (PhD) Computational Physics , Doctor of Philosophy (PhD) Computational Physics at USP - Universidade de São Paulo
English, Portuguese
Github Skills (143)
python10
bash10
deep-learning10
mnist10
training-data10
variance10
data-science10
topography10
tensorflow10
pytorch10
viewer10
machine-learning10
neural-network9
jax9
topological-data-analysis9
Programming languages (5)
Github contributions (5)
gskielian/JPG-PNG-to-MNIST-NN-Format
May 2016 - May 2016
Python/Bash scripts for creating custom Neural Net Training Data -- this repo is for the MNIST format
Contributions:2 commits, 1 PR, 1 comment in 1 day
pythonbash-scriptsdeep-learningmachine-learningbash
vianamp/MitoGraph
May 2014 - Mar 2020
Software for Quantifying Mitochondrial Content in Live Cells
Contributions:3 releases, 120 commits, 8 PRs in 5 years 10 months
cells
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.