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AlekseyScorpi/README.md

Hey there! I'm Aleksey (aka AlekseyScorpi) 👋

Machine Learning & Python Developer
Passionate about building practical AI tools and bots that actually work 🚀

Profile views Python Badge Docker Badge Linux Badge

🛠️ Tech Stack

PyTorch Ultralytics YOLOv8 OpenCV MMOCR Tesseract MLflow NumPy Pandas scikit-learn Matplotlib Flask REST API Docker Git React PostgreSQL

🚀 Featured Projects

🧾 OCR Language Classifier

Telegram bot that detects, extracts, and classifies text from document images. (17 languages)
Built using MMOCR, Tesseract, and FastText.

🔗 View Project

📂 Also published related dataset:

🧩 docs_on_several_languages @ Hugging Face

🎨 simple-image2ascii

Python library that converts images and videos to ASCII art.
Supports real-time processing with NumPy and OpenCV.

🔗 View Project

🎞️ Also check out the CLI video player based on it:

🎮 ascii-video-player

💼 LLM-based Vacancy Generator

Graduation project using Saiga LLaMA-3 8B fine-tuned on hh.ru to generate job listings.
Includes Dockerized Flask backend and React frontend.

🔗 View Backend 🔗 View Frontend

📚 Trained and compared multiple models, collected into:

🧠 Vacancy Collection @ Hugging Face

⚖️ Smart Scale System

Simulated grocery scale that uses YOLOv8 to detect 20+ products.
Integrated with PostgreSQL and served via Docker.

🔗 View application 🔗 View docker

🤗 Hugging Face Contributions

🔬 Research & Experiments

  • Testing different preprocessing methods (Sobel, FFT, Gabor, etc.) to improve small object detection models (YOLOv8n)

📬 Contact

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  1. vacancies_server vacancies_server Public

    This is a server for vacancies generation using LLM (Saiga3)

    Python 1

  2. fruits-vegetables-CV fruits-vegetables-CV Public

    PET CV project. The application simulates the operation of smart scales, which themselves classify the product and offer options to the customer.

    Python 1

  3. fruits-vegetables-cv-docker fruits-vegetables-cv-docker Public

    This repo contains files to build container with postgresql database for fruits-vegetables-cv project (https://github.com/AlekseyScorpi/fruits-vegetables-CV).

    Dockerfile 1

  4. simple-image2ascii simple-image2ascii Public

    Official repository of simple-image2ascii library

    Python 1

  5. ascii-video-player ascii-video-player Public

    Python console program to play your video as ASCII code in terminal

    Python 1

  6. ocr-language-classifier ocr-language-classifier Public

    Telegram bot for OCR-based text extraction and language detection in document images. Powered by MMOCR (TextSnake), Tesseract, and FastText.

    Python 1