Maximelian Mumladze
Machine Learning Engineer at Tinkoff
Tbilisi, Georgia
Summary
👤
Senior🎓
Top SchoolMaximelian Mumladze is a machine learning engineer with a decade of hands-on experience building performant systems across low- and high-level stacks, currently contributing at Tinkoff. He brings deep systems and compiler expertise from Huawei—where he added an MLIR dialect and multiple optimization passes that cut inference latency substantially—and led ML product engineering and LLM fine-tuning, real-time speech transcription, diarization, and quantized inference deployments as CTO at RECAP. Comfortable in C/C++17, Rust, C#, Python and assembler, he combines algorithmic curiosity with practical optimizations for Postgres-backed services and cloud-native k8s deployments. A MIPT-trained computer scientist now pursuing a Data Science master’s at Skolkovo, he pairs formal academic grounding with production impact on ML compilation and inference efficiency.
10 years of coding experience
4 years of employment as a software developer
Master's degree, Data Science, Master's degree, Data Science at Skolkovo Institute of Science and TechnologyBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Moscow Institute of Physics and Technology (State University) (MIPT)
Github Skills (18)
webrtc6
sfml6
classification6
hardware5
pytorch4
jetson-xavier3
python3
telegram-bot3
voronoi3
inference3
tensorrt3
abstract-syntax-tree2
game-engine2
llama1
java1
Programming languages (8)
Github contributions (5)
Shushpancheak/effective-broccoli
Mar 2020 - Sep 2020
An ECS game engine
Contributions:70 commits, 8 PRs, 51 pushes in 5 months
game-engine
Shushpancheak/crusade-over-europe
Dec 2018 - Jul 2024
Contributions:58 pushes, 1 branch in 5 years 8 months
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