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Working from home
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Working from home
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Achievements

Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

Achievements

Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

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zv3zdochka/README.md

Hi, I'm Oleg 👋

ML Engineer / Data Scientist
ML Engineer • CV pipelines • DL architectures • AI engineering

Telegram   Email   GitHub

👨‍💻 About Me

  • ML Engineer specializing in computer vision, deep neural models and applied AI systems
  • Build end-to-end pipelines: data processing, training, evaluation and deployment
  • Develop CV models, deep learning workflows and practical LLM-powered tools
  • Core technologies: PyTorch, Scikit-learn, Transformers (HuggingFace), TensorRT, Grafana, Docker, Kubernetes
  • Currently pursuing a BSc in AI at Innopolis University and working on research projects

Tech Stack

Languages & Core Ecosystem

Python C C++ Rust

Deep Learning & Scientific Stack

PyTorch TensorFlow Numba PyPy

Computer Vision & Inference

OpenCV ONNX TensorRT CUDA YOLO RT-DETR

LLM & Generative AI

Transformers Diffusers HuggingFace LangChain

Classical ML

Scikit-learn XGBoost LightGBM CatBoost

Reinforcement Learning

Gymnasium

Data Engineering / ETL

Apache Airflow Apache Kafka

MLOps & Infrastructure

Git MLflow Docker Docker Compose Kubernetes Grafana

APIs & Serving

FastAPI

Data Storage

MySQL PostgreSQL MongoDB

🏙 Contributions

3D Contributions

✨ Random Quote

Quote

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  1. Algorithm_benchmark Algorithm_benchmark Public

    Algorithm Benchmark — a unified benchmarking framework for the assignment problem, comparing ACO and Hungarian algorithm implementations by runtime and solution quality under fixed time budgets, wi…

    Python 1

  2. oco_pfs_project oco_pfs_project Public

    Reproducible benchmark suite for constrained online convex optimization: PFS (Polyak Feasibility Steps) vs POGD, DPP, and DPP-T on toy quadratic and online logistic regression tasks, with regret/vi…

    Python 2

  3. pdf_cleaner pdf_cleaner Public

    PDF Cleaner — Dockerized Telegram bot + FastAPI web UI for automated PDF redaction, page removal, compression, and secure storage with quota control.

    Python 1