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raimbekovm/README.md

Murat Raimbekov

ML/CV Engineer | Computer Vision & Deep Learning

LinkedIn GitHub CV

Experience

Junior Machine Learning Engineer — Baker Tilly

Jan 2026 – Present | Bishkek, Kyrgyzstan

Building Atlas — automated real estate valuation platform for Kyrgyzstan market.

  • Fine-tuned XGBoost, LightGBM models achieving R² 0.70, MAPE 8% on property valuation
  • Used LLM prompts to extract structured data from listing descriptions

Data Science Intern — Baker Tilly

Jul 2025 – Dec 2025 | Bishkek, Kyrgyzstan

  • Data collection, cleaning, and feature engineering on 10,000+ property records
  • Built data pipelines for scraping and processing real estate listings

Open Source

Active contributor to major ML/CV frameworks:

Ultralytics OpenCV timm Transformers torchvision

Bug fixes, code optimizations, documentation improvements. 26 merged PRs. View all →

Skills

CV/ML: PyTorch, YOLO, OpenCV, Albumentations, segmentation-models-pytorch, timm, scikit-learn, XGBoost, LightGBM

Languages: Python, C++, SQL (PostgreSQL)

Tools: Git, Jupyter, pandas, NumPy, Matplotlib

Education

American University of Central Asia — B.S. Applied Mathematics and Informatics

Sep 2022 – May 2026 | GPA: 3.3/4.0

Coursework: Neural Networks & Deep Learning, Data Science & Machine Learning, OOP, Data Structures & Algorithms, Probability Theory & Statistics, Mathematical Analysis

Contact

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  1. ultralytics/ultralytics ultralytics/ultralytics Public

    Ultralytics YOLO 🚀

    Python 51k 9.8k

  2. opencv/opencv opencv/opencv Public

    Open Source Computer Vision Library

    C++ 85.7k 56.5k

  3. huggingface/transformers huggingface/transformers Public

    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

    Python 155k 31.7k

  4. computer_vision_course computer_vision_course Public

    A collection of computer vision projects covering various topics including image segmentation, object detection, classification, and more.

    Jupyter Notebook

  5. real-estate-valuation real-estate-valuation Public

    ML-based property valuation for Central Asian real estate markets

    Jupyter Notebook

  6. research_paper_cv research_paper_cv Public

    Image-based PM2.5 air pollution estimation for Bishkek using urban webcams and deep learning

    Python