Dennis Fedorishin
Senior Machine Learning Engineer at ACV Auctions
Town of Clarence, New York, United States
Summary
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Senior🎓
Top SchoolDennis Fedorishin is a Senior Machine Learning Engineer with eight years of experience bridging academic research and production systems, currently advancing audio-visual deep learning at ACV Auctions. He holds a Computer Science PhD from the University at Buffalo and has focused on multimodal modeling, self-supervised learning, retrieval, and image/video inpainting. Dennis has a proven track record of moving research into impact—deploying large-scale pipelines trained on millions of vehicles to detect subtle engine faults by sound and saving his company millions annually. His background includes internships at Dolby and hands-on software engineering across front-end, backend, and mobile platforms, giving him strong end-to-end product instincts. Based in Town of Clarence, NY, he combines rigorous research rigor with pragmatic engineering, notably integrating audio and vision for spatial and acoustic understanding in production deployments.
8 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, 3.89/4.00, Doctor of Philosophy - PhD, Computer Science, 3.89/4.00 at University at Buffalo
English, Russian
Github Skills (37)
simulator9
robotics9
computer-vision8
simulation8
leaf7
audio7
high-performance6
ai6
motion-capture5
python-server5
pytorch5
polyphonic4
depth-camera4
deep-learning3
python3
Programming languages (7)
Github contributions (5)
denfed/leaf-audio-pytorch
Mar 2021 - May 2021
Pytorch port of Google Research's LEAF Audio paper
Contributions:23 commits, 8 PRs, 16 pushes in 2 months
pytorchleafaudio
denfed/ACDriver
Feb 2018 - Dec 2018
Deep learning based self driving algorithm for Assetto Corsa
Contributions:11 commits, 2 PRs, 10 pushes in 9 months
deep-learningself-drivingassettoassetto-corsacorsa
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