Vladimir Smirnov
Computer Vision Director at Sportradar
Limassol, Cyprus
Summary
👤
Senior🎓
Top SchoolVladimir Smirnov is a Computer Vision Director with a master's in IT and over nine years in software engineering, including six focused on computer vision and data science. He has led cross-functional teams to productionize high-performance ML systems—most notably delivering a Table Tennis AI Scout that replaced human scouts, achieving ≥98.5% accuracy and €1M/year savings through optimized TensorRT models and efficient CPU/GPU utilization. At Sportradar he built MLOps platforms with CI/CD, model registry and experiment tracking to speed time-to-market, and at Electrolux he shipped re-identification and GAN-based imaging solutions into AWS-backed products. Comfortable across research and engineering, he combines hands-on model optimization with deployment pragmatism (microservices, Docker, CUDA) and a track record of turning prototypes into scalable, revenue-generating systems. Based in Limassol, he is known for deep technical ownership and a persistent drive to squeeze latency and cost out of real-time vision pipelines.
8 years of coding experience
8 years of employment as a software developer
Master's degree, Information Technology, with distinction, Master's degree, Information Technology, with distinction at Saint Petersburg State University
English, Russian, Greek
Github Skills (101)
text-segmentation10
python10
image-processing10
datasets10
distributed-computing10
duplicates10
deep-learning10
gpu10
model-conversion10
numpy10
recommender-system10
ctc10
torchvision10
neural-network10
object-detection10
Programming languages (7)
Github contributions (5)
smivv/tensorflow-cifar-10
Nov 2017 - Jan 2018
Contributions:27 commits, 30 pushes, 1 branch in 2 months
smivv/catalyst
Nov 2019 - May 2020
Reproducible and fast DL & RL.
Contributions:39 pushes, 9 branches in 6 months
pytorchdeep-learningreinforcement-learningdeep-reinforcement-learningmachine-learning
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.