Stanislav Kalinin
Computer Vision Engineer at Sberbank
Moscow, Moscow, Russia
Summary
👤
Senior🎓
Top SchoolStanislav Kalinin is a computer vision engineer with nine years of practical experience and a six-year focus on deploying CV systems across industries such as banking, retail, and logistics. He has built production-grade OCR pipelines (including passport and handwritten-text verification), designed semantic and instance segmentation systems for fire and people detection, and worked across detection, classification and pose estimation tasks. Stanislav brings hands-on expertise in model optimization and serving at scale using Triton Inference Server, enabling low-latency, robust deployments. His experience spans startups and large organizations (Sberbank, Yandex, VantaAI), showing an ability to translate research-level models into operational solutions that produce measurable impact. Based in Moscow with a background in mathematical methods in economics, he combines strong analytical foundations with a pragmatic focus on real-world reliability.
9 years of coding experience
7 years of employment as a software developer
Specialist, Mathematical Methods in Economics, Specialist, Mathematical Methods in Economics at State University of Management (SUM)
Github Skills (83)
speech10
recurrent10
loss10
ctc9
multiclass-classification9
computer-vision9
datasets9
evaluation9
re-identification9
decoder9
nlp8
audio8
cheminformatics8
classifier8
thai8
Programming languages (5)
Github contributions (5)
ai-forever/OCR-model
Sep 2021 - Jan 2023
An easy-to-run OCR model pipeline based on CRNN and CTC loss
Contributions:74 commits, 5 PRs, 48 pushes in 1 year 4 months
pipelinectcocrlosscrnn
ai-forever/ScrabbleGAN
Oct 2021 - Oct 2022
Handwritten Text Generation
Contributions:10 commits, 2 pushes in 1 year
text-generationhandwritten
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