ML Engineer | Madrid | 12+ years of experience
"The best model is the one running in production."
I'm an ML Engineer who turns cutting-edge AI models into production-ready services. Over 12+ years I've built a portfolio of 80+ repositories, including 25+ Docker containers that package state-of-the-art models — from video generation to voice cloning — so teams can deploy them in minutes, not weeks.
I also write about AI and ML on maximofn.com with 61+ technical posts, and create courses to help others learn by building. My work sits at the intersection of research and engineering: if a model exists, I want it running in production.
🎲 Random Facts
- I've dockerized more AI models than most people have tried
- My first "AI project" was a neural network on paper during university — it didn't converge
- I believe the gap between a Jupyter notebook demo and a production service is where the real engineering happens
- I speak Spanish and English, but my code only speaks Python
- Coffee is my optimizer — without it, my learning rate drops to zero
- LangGraph Deep Agents — Building a course on AI agents with LangGraph for research and automation workflows
- Open Cameras Viewer — Multi-camera viewer for real-time monitoring applications
- AI Docker Containers — Continuously packaging new models (25+ and growing) for instant deployment
- MCP Servers — Exploring Model Context Protocol for durable, production-grade AI integrations
Production-ready Docker images for state-of-the-art AI models. Just docker run and go.
| Repository | Description | Stars |
|---|---|---|
| marker_api_docker | Document-to-markdown conversion API |  |
| DynamiCrafter_docker | Video generation from images |  |
| idm_vton_docker | Virtual try-on for clothing |  |
| openVoiceV2_docker | Voice cloning and TTS |  |
| FLUX.1-RealismLora-docker | Photorealistic image generation |  |
See all 25+ Docker containers
| Repository | Description |
|---|---|
| sadTalker_docker | Talking head animation |
| moondream2_docker | Lightweight vision-language model |
| FLUX.1-schnell-docker | Fast image generation |
| flow_edit_docker | Flow-based image editing |
| tokenHMR_docker | Human mesh recovery |
| tooncrafter_docker | Cartoon video generation |
| openDevin_docker | AI software engineering agent |
| brushnet_docker | Inpainting with BrushNet |
| ml_mgie_docker | Multimodal image editing |
| cosxl_docker | SDXL-based image generation |
| zeST_docker | Zero-shot style transfer |
| singing_songstarter_docker | AI music generation |
| ai_jukebox_docker | AI-powered jukebox |
| idefics_8b_docker | Multimodal LLM (8B) |
| tango2_docker | Text-to-audio generation |
| ranni_docker | Controllable image generation |
| face-to-all-docker | Face transformation pipeline |
| voiceCraft_docker | Voice synthesis and editing |
| aniPortrait_docker | Portrait animation |
| coqui_TTS_docker | Coqui text-to-speech |
| Repository | Description | Stars |
|---|---|---|
| subtify | AI-powered video subtitle generation |  |
| alfred | Terminal assistant powered by AI |  |
| gpu_monitor | GPU monitor for Ubuntu menu bar |  |
| open-cameras-viewer | Multi-camera real-time viewer |  |
| all_to_markdown | Convert documentation to markdown for LLMs |  |
| jupyter-translator | Multilingual Jupyter notebook translator |  |
| Repository | Description | Stars |
|---|---|---|
| langgraph_deepagents | Course on AI agents with LangGraph |  |
| langgraph_deepresearcher | Deep research implementation with LangGraph |  |
- 80+ public repositories
- 25+ AI Docker containers ready to deploy
- 61+ technical blog posts on maximofn.com
- 12+ years of software engineering experience
- Languages: Python, Bash, Go, JavaScript
AI & ML
Infrastructure & DevOps
Databases & APIs
AI APIs & Tools
- Deep Research con LangGraph — Build an AI assistant that researches automatically with LangGraph
- MCP Elicitation — Implementing elicitation in MCP servers with FastMCP and Python
- MCP Durability — Server and client with persistence for long-running tasks
I'm available for freelance projects, consulting, and collaborations around ML engineering, AI infrastructure, and Docker-based deployments.
If you find my work useful, consider giving a ⭐ to the repos you like!