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- Gulnar Mambetov-Orozov

Gulnar Mambetov-Orozov
About Freelancer
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Availability:limited
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Tools StackPython, TensorFlow, PyTorch, scikit-learn, Docker, Kubernetes, Airflow, MLflow, AWS
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Average Project Duration3-6 weeks
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Preferred Project Min Hours15
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Preferred Project Typeshourly, fixed price
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Response Timewithin 24 hours
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Weekly Capacity Hours16
I am a Machine Learning Engineer with a background in applied mathematics and a decade-plus career spanning banking analytics, insurtech, and enterprise consulting. As a specialist career-change professional, I focus on helping UK-market engineers and analysts move into production ML roles — balancing rigorous technical delivery with human-centred mentoring. I work independently, communicate with enthusiasm, and draw on cultural roots from the Kazakh steppe (I often mention the calm of Nauryz tea breaks) to keep teams grounded when solving complex problems. Driven by problem-solving, I pair practical model-building with systems thinking and clear career guidance.
Services
Technical Documentation: Model Cards, API & Reproducibility Guides
Education
Focused on statistical learning, practical ML pipelines, and applied projects with UK industry partners.
Strong foundation in probability, statistics and numerical methods; undergraduate thesis on time-series forecasting.