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mart1ny/README.md

ML systems > ML models

ML Engineer • Applied AI • End-to-End


🧠 About

  • Build ML systems: data → model → production
  • Focus on real-world impact
  • Work with LLMs, CV, classical ML
  • Fast prototyping + system thinking

📫 https://t.me/hhrrjjss


🧰 Stack


🏆 Achievements

  • 🥇 Hackathon winner (banking case)
  • Team lead / system design
  • Real ML systems with measurable impact

Pinned Loading

  1. Detection_and_traectoria Detection_and_traectoria Public

    Real-time human detection from drone footage using neural networks, plus coordinate estimation without GPS or radio by analyzing image sequences and flight trajectory. Built with YOLO 12 nano, Pyth…

    Python

  2. diplom diplom Public

    Prototype that optimizes intersection traffic lights using computer vision and near‑miss analysis. It detects and tracks vehicles with YOLOv8 and ByteTrack, estimates queues and TTC, then adjusts g…

    Python

  3. HackOsen2025 HackOsen2025 Public

    Intelligent routing system for entrepreneurs that optimizes client visits using ML and Graph Neural Networks. Backend FastAPI with JWT and dataset management, plus GNN/RL models to compute time‑win…

    Python

  4. -filtering_confidential_information -filtering_confidential_information Public

    Intelligent system for filtering confidential data in online and batch modes, built with FastAPI, Airflow, BERT, Kubernetes, Docker, and CI/CD quality gates.

    Python