Anna Medyukhina
Lead Data Scientist
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolAnna Medyukhina is a Lead Data Scientist based in the San Francisco Bay Area with 8 years in industry and a prior 12-year academic career in biomedical image analysis, authoring 20+ peer-reviewed papers. She builds end-to-end AI solutions—designing algorithms, running experiments, and shipping production deployments—currently focusing on transforming crowdsourced climate data into actionable insights at ISeeChange. Her background includes developing open-source bioimage tools, synthetic data pipelines, and advanced microscopy analysis using PyTorch and modern detection/transformer models. Anna excels at bridging wet-lab and engineering teams, having trained 50+ researchers and taught computational modeling courses. She brings uncommon depth in image-based science applied to real-world climate and health problems, combining rigorous research methods with product-focused delivery.
8 years of coding experience
14 years of employment as a software developer
Diploma, medical cybernetics / medical informatics, Diploma, medical cybernetics / medical informatics at Siberian State Medical UniversityDoctor of Philosophy (Ph.D.), biomedical image analysis, Doctor of Philosophy (Ph.D.), biomedical image analysis at Friedrich Schiller University Jena"Microscopy Applied to Biophotonics" Summer School, Varenna
Russian, English, German, Spanish
Github Skills (62)
viewer10
image-viewer10
image9
image-processing9
visualization9
python9
microscopy9
scientific-visualization8
image-analysis8
neuroscience8
imaging8
forge8
robust8
deconvolution7
numpy7
Programming languages (5)
Github contributions (5)
applied-systems-biology/DeconvTest
Apr 2019 - Jan 2020
A python-based simulation framework that allows the user to quantify and compare the performance of different deconvolution methods.
Contributions:9 releases, 64 commits, 39 PRs in 9 months
pythonbootstrappingsimulation-frameworkdeconvolutionsbml
amedyukhina/CS-Sim
Jun 2022 - Feb 2023
Contributions:4 releases, 79 commits, 48 pushes in 8 months
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