Leon Kostyushko Email & Phone Number
Who is Leon Kostyushko? Overview
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Leon Kostyushko is listed as Chief Technology Officer at AI Star, a company with 5 employees, based in Cyprus, Cyprus, Cyprus. AeroLeads shows a matched LinkedIn profile for Leon Kostyushko.
Leon Kostyushko previously worked as Leading Computer Vision Engineer at Third Opinion Ai and Senior Computer Vision Researcher at Samsung Electronics. Leon Kostyushko holds Master'S Degree, Faculty Of Mechanics And Mathematics, 4.9 from Московский Государственный Университет Им. М.В. Ломоносова (Мгу).
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About Leon Kostyushko
I am an engineer and a researcher passionate about computer vision, machine learning and deep learning with a strong background in computer science and math.Currently working on medical image processing helping radiologists making correct diagnosis. I am leading a team bulding accurate image processing solutions for over 100'000 patients. My 7 year working exeprience included over 20 success AI projects from scratch to production. A publication at top computer vision conference CVPR 2023. Master's degree in Mathematics and Computer Science from Lomonosov Moscow State University.My skills: * 2D and 3D computer vision* Segmentation, detection, recognition* Neural Network architecture optimization* Generative AITech Stack: Python, Pytorch, AWS, SQL, Docker, C++I am open for job opportunities and communication.
Leon Kostyushko's current company
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Leon Kostyushko work experience
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Leading Computer Vision Engineer
Current- Leading a team developing a Head CT hemorrhage segmentation system integrated in 5 commercial clinics. Achieved metrics 0.92 IOU and 0.95 ROC that is x5 better than radiologists markup and x3 better than competitors.
- Developed validation modules for Dicom data; implemented custom 3D medical image segmentation network in Pytorch; adapted the model to work on 6 hemorrhage types constantly checking up the results with radiologists.
- Reduced costs per client optimizing production pipeline by 40% GPU resources by Ray and Triton frameworks.
Senior Computer Vision Researcher
- Developed a novel approach for compression generative networks that resulted in the article (https://arxiv.org/abs/2304.10306) at the CVPR 2023 conference. The new approach resulted in SOTA in knowledge distillation.
- Made it possible to use GAN models directly on devices for commercial mobile applications. Reduced models memory x8 and inference time x5 by ideas from the last research article.
Research And Development Engineer
- Developed 10 MVPs which grew into new commercial products. Pipeline consisted of web scrapping data by Requests and BeautifulSoup; training segmentation(Unet, MaskRCNN), detection(Yolo) and OCR Pytorch pipelines; UI.
- Created a new version of a Face Anti Spoofing classification system presented in 20 organizations. Improved quality x5 TPR@FPR better than last production by implementing approaches from SOTA articles from scratch..
Leon Kostyushko education
Master'S Degree, Faculty Of Mechanics And Mathematics, 4.9
Bachelor'S Degree, Faculty Of Mechanics And Mathematics, 4.8
Frequently asked questions about Leon Kostyushko
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What company does Leon Kostyushko work for?
Leon Kostyushko works for AI Star.
What is Leon Kostyushko's role at AI Star?
Leon Kostyushko is listed as Chief Technology Officer at AI Star.
Where is Leon Kostyushko based?
Leon Kostyushko is based in Cyprus, Cyprus, Cyprus while working with AI Star.
What companies has Leon Kostyushko worked for?
Leon Kostyushko has worked for Ai Star, Third Opinion Ai, Samsung Electronics, and Visionlabs.
How can I contact Leon Kostyushko?
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What schools did Leon Kostyushko attend?
Leon Kostyushko holds Master'S Degree, Faculty Of Mechanics And Mathematics, 4.9 from Московский Государственный Университет Им. М.В. Ломоносова (Мгу).
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