Alexey Gruzdev
Lead Software Engineer at Intel
Nizhny Novgorod, Nizhny Novgorod Oblast, Russian Federation
Summary
👤
SeniorAlexey Gruzdev is a Principal Engineer with nearly a decade of hands-on experience in computer vision and deep learning, currently driving advanced ML efforts at Huawei. He previously led Open Federated Learning development and a team at Intel, translating research into production-ready solutions and accelerating adoption of Intel hardware and OpenVINO. Skilled in Python and C++, Alexey combines deep academic grounding from the Higher School of Economics with practical expertise in federated learning, model acceleration, and image segmentation. His open-source contributions include a PyTorch UNet tutorial integrated into Intel’s prominent OpenFL framework, reflecting both technical depth and a commitment to developer education. Colleagues describe him as a pragmatic researcher-engineer who moves complex R&D projects toward real-world impact while mentoring teams across the software and academic boundaries.
9 years of coding experience
Github Skills (5)
pytorch10
image-segmentation10
segmentation10
federated-learning10
python10
Programming languages (2)
Github contributions (5)
securefederatedai/openfederatedlearning
Feb 2021 - Mar 2022
An Open Framework for Federated Learning.
Role in this project:
ML Engineer
ML EngineerContributions:1 release, 88 reviews, 53 commits in 1 year 1 month
Contributions summary:Alexey added a PyTorch UNet tutorial for the Kvasir dataset to the repository. The tutorial includes setting up the OpenFL workspace, downloading and preparing the Kvasir dataset, defining the dataset and model (UNet), and training the model using federated learning principles. This contribution demonstrates the user's expertise in applying PyTorch for image segmentation tasks within a federated learning framework, as well as their ability to create educational materials for other users.
federated-learningfederated-analyticspythonfederated-evaluationprivacy-preserving-ml
grib0ed0v/face_recognition.pytorch
Mar 2019 - Apr 2019
Deep Face Recognition in PyTorch
Contributions:4 commits in 1 month
face-recognitionpytorchdeep-learningcomputer-visionlandmark-detection
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.