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Vladislav KiryachekVK
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Vladislav Kiryachek

@vladislavkiriachek

Data Scientist / ML Engineer with 5+ years of experience building production machine learning systems.

Serbia
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Data Scientist / ML Engineer with 5+ years of experience building production machine learning systems. My background includes time series analysis, anomaly detection, deep learning with PyTorch, NLP, and industrial predictive diagnostics.

I have experience taking ML solutions from R&D to production, including API development, gRPC services, PostgreSQL, Docker, CI/CD, testing, deployment, and production monitoring.

Currently, I am also focused on LLM and Generative AI applications, including RAG, vector databases, prompt engineering, LLM evaluation, fine-tuning with LoRA/QLoRA, vLLM, MLflow, and Langfuse.

Based in Belgrade, Serbia. Open to remote and hybrid opportunities as a Machine Learning Engineer, AI Engineer, LLM Engineer, or Data Scientist.

Experience

Work history, roles, and key accomplishments

SL

Data Scientist

SIBUR Digital LLC

Dec 2021 - Sep 2026 (4 years 9 months)

Developed models and production services for industrial products, including predictive diagnostics systems, LLM/RAG pipelines, and NLP analysis of technical logs. Led R&D and owned the mathematical core of a predictive diagnostics platform that replaced GE SmartSignal at SIBUR, saving over RUB 500 million in licensing costs.

IR

Senior Specialist

IGiRGI JSC (Rosneft)

Sep 2017 - Dec 2021 (4 years 3 months)

Developed mathematical models and data-driven solutions for oil production. Worked with Python and Fortran, processed large datasets, built predictive models, and prepared technical reports and presentations. Contributed to R&D projects, scientific publications, and conference presentations.

Education

Degrees, certifications, and relevant coursework

Gubkin Russian State University of Oil and Gas (National Research University) logoGU

Gubkin Russian State University of Oil and Gas (National Research University)

Master of Science, Applied Mathematics

2018 - 2020

Grade: 5

MSc in Applied Mathematics from Gubkin Russian State University of Oil and Gas, Faculty of Automation and Computer Engineering.

Gubkin Russian State University of Oil and Gas (National Research University) logoGU

Gubkin Russian State University of Oil and Gas (National Research University)

Bachelor of Science, Applied Mathematics

2014 - 2018

Grade: 4.75

BSc in Applied Mathematics from Gubkin Russian State University of Oil and Gas, Faculty of Automation and Computer Engineering.

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