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horhe-dvlp/ReadMe.md

Backend / ML Engineer – Horhe

Building scalable backend services, OCR/Document Intelligence pipelines and developer-first tooling

Repos • Tech stack • Projects

👨‍💻 About me

  • 🐍 Backend engineer with a strong Python background and hands-on experience in ML-driven systems
  • 📄 Focused on document intelligence: OCR/VLM pipelines, PDF parsing, layout detection, text extraction
  • 🧱 I build systems that are stable, observable and deployable - not just correct in theory
  • ♻️ Work across the stack: data preprocessing, model inference, API design, infra and CI/CD
  • 🔬 I value benchmark transparency, reproducibility and engineering discipline
  • 🧠 Interested in architecture, clean boundaries, maintainability and developer experience
  • 🌐 Experienced with GPU-based workloads and high-throughput service pipelines

🛠 Tech Stack

⚙️ Backend

Python FastAPI AsyncIO Aiohttp Uvicorn Starlette Django Flask SQLAlchemy Pydantic PostgreSQL Redis Celery

🧠 ML / Document Intelligence

Pandas NumPy OpenCV PyTorch Jupyter scikit-learn HuggingFace Transformers OCR Document%20Processing PDF%20Parsing

🧩 Infra / DevOps / GPU

Docker Docker Compose Kubernetes Helm GitLab CI NGINX Linux Ubuntu CUDA

🚀 Featured Projects

  • 🧾 xcells
    Utility library for working with Excel - clear API and practical functionality.

  • 🤖 Integram
    A FastAPI-based REST API for working with metadata and dynamically constructing SQL queries for PostgreSQL. The system provides RESTful endpoints for retrieving information about terms, objects, attributes, and reference tables, as well as creating and executing complex queries with automatic JOIN generation. The application uses SQLAlchemy for asynchronous database operations, includes JWT authentication and route-protection middleware, and is deployed via Docker Compose. A key feature of the project is the dynamic QueryBuilder, which analyzes relationships between tables and automatically generates optimized SQL queries based on the requested columns.

  • ⚙️ python-module-compiler
    Tool for compiling Python modules into .pyc while preserving structure.

  • 🌐 python-sitemap-generator (fork)
    Experiments with refactoring patterns and tooling improvements.

More experimental repos: benchmarks, infra tests, data utilities - feel free to explore 👀

📬 Connect

Open to conversations about:

  • production Python backends
  • document intelligence / OCR pipelines
  • GPU-powered inference setups
  • architecture, performance and reliability

Telegram: @horhe_dvlp

Feel free to reach out or open an issue.

Thanks for stopping by 👋

Pinned Loading

  1. python-sitemap-generator python-sitemap-generator Public

    Forked from wiejakp/python-sitemap-generator

    Crawl any Web page and generate XML sitemap compatible with Google's indexing robots.

    Python

  2. integram integram Public

    Python 2

  3. python-module-compiler python-module-compiler Public

    A lightweight bash script to compile Python modules to .pyc files and export them with preserved structure.

    Shell