Anton Ganichev
Analyst (Computer Vision Generative Video)
Moscow, Moscow City, Russia
Summary
👤
Senior🎓
Top SchoolAnton Ganichev is a computer vision engineer and analyst specializing in controllable generative vision and production-ready CV pipelines, with over a decade in software engineering and five years focused on modern CV since 2019. He designs and prototypes conditioned video-generation workflows (spatial conditioning, inpainting, trajectory preservation) while optimizing inference with ONNX, TensorRT and GPU profiling for real-time deployment. His background spans end-to-end systems from dataset/metric design and model iteration to packaging inference APIs, evidenced by successes like a CCTV bicycle-identification system and hands-on course labs for industrial teams. Equally at home teaching graduate seminars and building internal automation (LLM-assisted homework checking), Anton blends research rigor with practical deployment ownership. Based in Moscow, he brings a rare mix of deep generative-diffusion expertise and metric-driven production experience that accelerates taking vision models from experiment to scalable inference.
9 years of coding experience
21 years of employment as a software developer
Master of Engineering - MEng, Computer Science, Master of Engineering - MEng, Computer Science at Russian State Technological University named after K.E. Tsiolkovsky (MATI)
Stackoverflow
2,372reputation
288kreached
37answers
3questions
forms
top-5%
php
top-5%
docker
top-5%
laravel
top-5%
Github Skills (18)
laravel9
forms9
docker9
php9
adapter8
torchvision6
amazon-web-services6
python6
pytorch6
nvidia-docker6
amazon-sqs6
mysql6
medical-imaging5
deep-learning4
datasets2
Programming languages (3)
Github contributions (5)
Gan4x4/sms_locator
Jun 2018 - Mar 2019
Contributions:15 commits, 10 pushes, 1 branch in 9 months
Gan4x4/tyresize
Apr 2017 - Sep 2017
Contributions:9 commits, 4 pushes, 1 branch in 4 months
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