Aleksei Vladiev
Senior Software Engineer at YADRO (KNS GROUP LLC)
St Petersburg, St Petersburg City, Russia
Summary
🤩
Rockstar🎓
Top SchoolAleksei Vladiev is a Senior Software Engineer based in St. Petersburg with seven years of professional experience building production-grade software at companies including Dell EMC and YADRO. He holds a strong academic background in applied mathematics and informatics from ITMO University and began his career in software engineering roles that progressed into senior-level responsibilities. Aleksei contributes to open-source ML tooling, notably enhancing models in the widely used OpenVINO open_model_zoo—adding semantic segmentation and PyTorch colorization variants and refactoring text-recognition models—demonstrating practical expertise in model integration and optimization. He blends systems-level engineering with machine learning pragmatism, often focusing on making high-performance models deployable in real-world environments.
7 years of coding experience
2 years of employment as a software developer
Software Engineer, Computer Software Engineering, Software Engineer, Computer Software Engineering at Computer Science Academy SpbMaster of Science (MSc), Applied mathematics and informatics, 5.0 (A), Master of Science (MSc), Applied mathematics and informatics, 5.0 (A) at Университет ИТМО
Github Skills (7)
pytorch10
cnn-model10
inference10
deep-learning10
modello10
openvino10
onnx9
Programming languages (4)
Github contributions (5)
openvinotoolkit/open_model_zoo
Oct 2020 - Nov 2022
Pre-trained Deep Learning models and demos (high quality and extremely fast)
Role in this project:
ML Engineer
ML EngineerContributions:129 reviews, 23 commits, 54 PRs in 2 years 1 month
Contributions summary:Aleksei contributed significantly to the `open_model_zoo` repository, focusing on adding and modifying deep learning models. Their work includes adding a new semantic-segmentation model (HRNetV2) and a PyTorch version of the colorization-v2 model. They also refactored and updated existing models, including the colorization-siggraph and text-recognition-resnet-fc models, demonstrating expertise in model integration and optimization.
modelonnx-modelsdeep-learning-modelsmodel-zoopytorch-models
alexmasterdi/Dnn
Nov 2019 - May 2020
Contributions:32 commits, 27 pushes, 8 branches in 6 months
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.