AlekseiĀ Tarasov
AI Researcher at Edgify
Berlin, Germany
Summary
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Top SchoolAleksei Tarasov is an AI researcher based in Berlin with seven years of hands-on experience applying machine learning and computer vision to real-world products. He transitioned from geophysical research and a physics/Geophysics & Seismology academic background into ML roles, bringing a strong quantitative foundation to industry problems at Celsus, NEW YORKER, and now Edgify. His work spans production-focused computer vision systems and research-driven model development, with a practical focus on moving prototypes into deployed solutions. Comfortable at the intersection of research and engineering, he often leverages domain knowledge from geophysics to inform novel modeling approaches. Colleagues describe him as analytical, product-oriented, and adept at translating complex scientific methods into robust applied AI systems.
7 years of coding experience
9 years of employment as a software developer
Master's degree, Geophysics and Seismology, Master's degree, Geophysics and Seismology at Saint Petersburg State University
Github Skills (21)
representation-learning10
pytorch10
data-science10
metric-learning10
pytorch-lightning10
deep-learning10
computer-vision10
machine-learning9
react9
javascript8
converting7
python4
classification3
image-cropper1
cropperjs1
Programming languages (2)
Github contributions (5)
DaloroAT/first_breaks_picking
Aug 2019 - Dec 2022
First break picking in seismic gather
Contributions:1 review, 51 commits, 15 PRs in 3 years 4 months
reactjavascriptbreakgatherseismic
DaloroAT/image_classification
Nov 2019 - Nov 2019
A collection of many practices for the classification task
Contributions:10 commits, 4 pushes, 1 branch in 1 day
classificationpythondeep-learningmachine-learningclassification-task
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