Rinat Kurmaev
ML Engineer at Innova Inc
Serbia
Summary
👤
Senior🎓
Top SchoolRinat Kurmaev is an ML Engineer with 10 years of embedded and software engineering experience, blending deep expertise in AI/ML with hands-on firmware, Embedded Linux and RTOS development. He has built production ML pipelines—OCR, interactive voice response, automatic dataset labeling and RAG systems—while also implementing low-level protections like secure boot and debug access control on automotive modules. Comfortable moving from microcontroller drivers and AUTOSAR components to fine-tuning large models and deploying scalable inference, he excels at closing the gap between research prototypes and robust production systems. Based in Serbia, he pairs a mechatronics/robotics background with practical coursework in supervised and advanced ML, bringing a rare mix of hardware-aware security practices to AI-driven software delivery.
10 years of coding experience
5 years of employment as a software developer
Bachelor's degree, Mechatronics, Robotics, and Automation Engineering, Bachelor's degree, Mechatronics, Robotics, and Automation Engineering at Moscow State Institute of Radio Engineering, Electronics and Automation (Technical University) 
Github Skills (9)
linux8
nix6
functional-programming5
nixos3
pure-function3
nixpkgs1
cities-skylines1
mod-manager1
transport1
Programming languages (3)
Github contributions (5)
RinatKurmaev/Tether-companion
Nov 2015 - Jan 2016
Contributions:1 release, 14 commits, 8 pushes in 2 months
RinatKurmaev/seq2seq_translator
Mar 2023 - Apr 2023
Contributions:1 push in 1 month
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