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diegormirhan/README.md



🧠 About Me

Typing SVG

Engineer working at the intersection of AI systems, high-performance backend and local LLM infrastructure. I build asynchronous Python pipelines that stay fast under load, self-hosted inference stacks that keep data private, and agentic workflows that actually ship to production — not just to a notebook.

Currently focused on making local models genuinely practical for business: smart caching, containerized deployments, and orchestration layers that don't fall apart at scale.

🌍 Location
São José dos Campos, SP — Brazil
Building
Async AI pipelines & local LLM systems
🤖 Exploring
Agentic workflows with CrewAI & LangChain
🎯 2026 Goal
Open-source AI infra at production scale
🌐 Website
diegomirhan.com

🚀 What I'm Building

⚡ Async Python Pipelines

High-throughput data pipelines using asyncio and multiprocessing — optimized for LLM inference, real-time processing and I/O-heavy workloads.

🤖 Local LLM Systems

Self-hosted AI solutions with intelligent caching layers (PostgreSQL/JSONB + Redis) for cost-efficient, privacy-first inference at scale.

🧩 Agentic Workflows

Multi-agent pipelines with CrewAI and LangChain — orchestrating autonomous agents for complex business automation tasks.

🐳 Containerized Infrastructure

Production-grade Docker/Docker Compose setups for reproducible AI environments, database services, and microservice architectures.


🛠️ Tech Stack

🤖 AI / Machine Learning

Python PyTorch TensorFlow scikit-learn Hugging Face LangChain CrewAI Ollama OpenAI

⚡ Backend & APIs

FastAPI asyncio Node.js Express Pydantic REST API

🗄️ Databases & Caching

PostgreSQL Redis MongoDB SQLite SQLAlchemy

🐳 DevOps & Infrastructure

Docker Linux GitHub Actions Nginx Git

💻 Frontend & Desktop

JavaScript TypeScript React Electron HTML5 CSS3 Tailwind CSS

🎨 Design & CMS

Figma WordPress


📊 GitHub Stats

GitHub Streak

🎯 2026 Goals

  • 🔥 Contribute to open-source AI infrastructure projects
  • 🏗️ Deploy production-ready local LLM systems for real-world use cases
  • 🤝 Collaborate on advanced agentic workflow tooling
  • 📦 Publish reusable Python packages for async AI pipelines

Pinned Loading

  1. voice-assistant voice-assistant Public

    Full-duplex, vision-enabled voice assistant for Windows — 100% local, on-device. Barge-in interrupts, desktop screenshots give the LLM visual context, and STT (whisper.cpp) + LLM (llama.cpp) run on…

    Python 10 2

  2. all-in-one-downloader-bot all-in-one-downloader-bot Public

    A versatile Telegram bot developed from scratch for downloading media from multiple social media platforms.

    JavaScript 61 25

  3. factorypulse factorypulse Public

    Calibrated machine-failure risk, a cost-aware inspection threshold, and the measurements behind every alert. FastAPI + scikit-learn, fully local.

    Python 1

  4. manim-editor manim-editor Public

    A visual desktop editor for creating mathematical animations with Manim.

    JavaScript 1

  5. polyrag polyrag Public

    Federated RAG that picks the right store with arithmetic, not an agent. Runs locally based on Vulkan.

    Python 1

  6. toolhaven-desktop toolhaven-desktop Public

    All-in-one Windows app to download and convert any media, edit images and files, recognize music and more — FFmpeg, yt-dlp, ImageMagick and 22 more tools, no command line.

    TypeScript 1