Anton Dorozhko
Senior Software Engineer, ML, And Solutions at SmartCow
Paris, Ile-de-France
Summary
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Senior🎓
Top SchoolAnton Dorozhko is a Senior Software Engineer specializing in machine learning, computer vision, and MLOps with 11 years of experience and a strong academic background from Novosibirsk State University and Telecom ParisTech. He designs and ships production-grade AIoT and on-premise video analytics systems for smart cities, including an inference engine that processes 100× streams in real time and models serving 100M+ daily inferences. Anton blends deep learning research—dataset curation, training, and model optimization—with pragmatic software engineering and Continuous Delivery to reduce latency (4× on Nvidia Jetson/GPUs) and accelerate time-to-market. He has led and mentored teams to adopt robust delivery practices that turn months of work into weeks, and founded VisionSpec.ai to formalize testing, monitoring, and co-evolution of CV models and datasets. Rational and methodical, he applies scientific thinking and personal knowledge-management principles to keep engineering high-throughput without sacrificing quality. Based in Paris, he remains active in the ML community through OpenDataScience meetups and hands-on solution delivery.
11 years of coding experience
5 years of employment as a software developer
Bachelor's degree, Discrete Analysis and Operation Research, 4.9/5, Bachelor's degree, Discrete Analysis and Operation Research, 4.9/5 at Novosibirsk State University (NSU)Engineer's degree, Science de donneés; Modelisation Aleatoire et Calculs Scientifique, Engineer's degree, Science de donneés; Modelisation Aleatoire et Calculs Scientifique at Telecom ParisTech
Chinese, Russian, French, English
Stackoverflow
1reputation
0reached
0answers
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Github Skills (81)
python10
deep-learning10
gpu10
gpu-acceleration10
pandas10
statistics10
acceleration10
numpy10
neural-network10
tensor10
data-science10
tensorflow10
autograd10
data-analysis10
machine-learning10
Programming languages (5)
Github contributions (5)
Dorozhko-Anton/rec_gym
Oct 2018 - Jul 2019
Contributions:27 commits, 15 pushes, 7 branches in 8 months
Dorozhko-Anton/ComputerVisionStreams
Jul 2023 - Apr 2025
Contributions:18 pushes, 1 branch in 1 year 8 months
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