Vasilii Karmazin
Software Engineer III at Stats Perform
Prague, Czechia
Summary
👤
Senior🎓
Top SchoolVasilii Karmazin is a Software Engineer III based in Prague with a decade of experience building production-grade AI and backend systems, currently contributing to Stats Perform. A Python-focused engineer, he has deep hands-on experience in NLP dialogue systems, similarity search, and deploying GPU-backed services, having supported large-scale chat services for millions of customers at Tinkoff. He designs and maintains microservice architectures with FastAPI, SQLAlchemy, Elasticsearch, Kubernetes and CI/CD pipelines, and partners closely with ML teams to move models from research into reliable production. His background blends ML research (Master’s in Machine Learning and Data Processing) with practical ML engineering—implementing PyTorch-based intent recognition, A/B testing, and observability for critical customer-facing features. Curious about broader sensory AI, he’s actively exploring computer vision, audio processing and 3D applications, bringing both production discipline and research-minded experimentation to projects.
10 years of coding experience
5 years of employment as a software developer
Master's degree, Machine Learning and Data Processing, Master's degree, Machine Learning and Data Processing at Masaryk University BrnoBachelor's degree, Software Engineering, Bachelor's degree, Software Engineering at National Research University of Electronic Technology (MIET)
English, Russian, Czech
Github Skills (8)
maintenance8
documentation5
inpainting5
pytorch4
computer-vision4
milvus3
deep-learning3
progressive2
Programming languages (5)
Github contributions (5)
e1four15f/dots
Apr 2020 - Feb 2021
Contributions:24 commits, 10 pushes in 9 months
e1four15f/students-search
Oct 2018 - Apr 2019
Contributions:48 pushes, 6 branches in 6 months
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