Oleg Talalov
Senior Software Development Engineer at Amazon Web Services (AWS)
Vancouver, British Columbia, Canada
Summary
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Rockstar🎓
Top SchoolOleg Talalov is a Senior Software Development Engineer based in Vancouver with over six years of experience building high-performance systems across cloud, ML, and embedded domains. At AWS he has contributed to SageMaker features, Slurm cluster tooling, and a distributed ML profiler, owning APIs, CI/CD, OS image work, and launch activities while mentoring engineers. His background spans real-time perception for self-driving vehicles, bioinformatics, and production-grade ML inference pipelines—skills honed from leading teams at Yandex.Taxi, EPAM, and a medical-imaging startup he co-founded. He combines low-level C++/CUDA expertise with cloud-native AWS architectures and serverless scaling patterns, enabling both research prototypes and production services. Notably, he has experience shipping performance-sensitive components (GPU inference, Slurm plugins, drivers) and has repeatedly bridged academic research and product engineering.
6 years of coding experience
18 years of employment as a software developer
Master's degree, Applied Mathematics, Master's degree, Applied Mathematics at Peter the Great St.Petersburg Polytechnic University
English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (20)
pytorch10
deploying10
python10
machine-learning-models10
mxnet10
machine-learning10
sagemaker10
amazon-sagemaker10
huggingface10
aws10
amazon10
debugging9
tensorflow9
gpu9
generative-ai9
Programming languages (2)
Github contributions (5)
olegtalalov/defeater
Feb 2020 - May 2020
Deep Features 3D. Creating DL descriptor of 3D objects in point cloud
Contributions:1 PR, 1 push, 1 branch in 2 months
3d-objectsdeep-featuresdescriptorcomputer-visionpoint
aws-samples/awsome-distributed-training
Oct 2024 - Mar 2025
Collection of best practices, reference architectures, model training examples and utilities to train large models on AWS.
Contributions:4 reviews, 2 PRs, 1 push in 5 months
awsawsbatchdistributed-trainingefaeks
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