Ruslan Aliev
Senior ML Engineer at Sberbank
Russia
Summary
👤
Senior🎓
Top SchoolRuslan Aliev is a Senior ML Engineer with nine years of experience building production-grade AI systems, currently designing large-scale LLM pipelines for GigaChat at SberAI. He blends deep research experience—from state-of-the-art medical imaging algorithms and MeshCNN brain segmentation to vision transformer experiments—with hands-on product work that shipped ML filters used in over a million interactions at Snap. Comfortable across the research-to-production gap, he has repeatedly optimized models for speed and memory (e.g., faster super-resolution pipelines) and led dataset curation efforts for clinical applications. Ambitious about industry-wide impact, Ruslan focuses on LLMs, RAG, and agent-based architectures to turn raw models into reliable, scalable products. An MSc graduate from Skoltech with a strong MIPT applied mathematics background, he pairs rigorous academic training with pragmatic engineering and a track record of making complex models work in real environments.
9 years of coding experience
3 years of employment as a software developer
Master of Science - MS Data Science, Master of Science - MS Data Science at Skolkovo Institute of Science and TechnologyBachelor of Science - BS Applied Mathematics, Bachelor of Science - BS Applied Mathematics at Moscow Institute of Physics and Technology (State University) (MIPT)
Github Skills (24)
python10
machine-learning10
gpu10
numpy9
neural-network9
deep-learning9
gpu-acceleration8
autograd8
tensorflow8
acceleration8
tensor8
tensorflow-lite5
converter5
storage4
cli4
Programming languages (4)
Github contributions (5)
alievrusik/cv-course-hse-summer-2020
May 2020 - Jul 2020
Материалы для блока "Компьютерное зрения" курса ДПО ВШЭ. Лето 2020.
Contributions:20 commits, 19 pushes, 1 branch in 1 month
alievrusik/cnn_fcd_detection
Oct 2020 - Mar 2021
Contributions:13 commits, 10 pushes, 1 branch in 5 months
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