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manuamest/README.md
Typing SVG

     


👋  About me

AI Engineer focused on production-ready systems: computer vision, Python backends, automated testing, observability and distributed GenAI workflows. I like owning the difficult middle, the part between a model that works in a notebook and a system that works in the real world.


💼  Experience

class Experience:
    def __init__(self):
        self.current_role = {
            "company": "DEUS",
            "position": "GenAI Developer",
            "start_date": "November 2026",
            "end_date": "Present",
        }

        self.previous_roles = [
            {
                "company": "CINFO",
                "start_date": "July 2024",
                "end_date": "October 2026",
                "positions": [
                    "GenAI & Computer Vision Engineer",  # Mar 2026 - Oct 2026
                    "AI & Computer Vision Developer",    # Sep 2025 - Mar 2026
                    "AI Junior Developer",               # Jul 2024 - Sep 2025
                ],
                "description": "Production AI systems across CV, automation and GenAI infrastructure",
            },
        ]

        self.education = {
            "institution": "Universidade da Coruña",
            "degree": "BSc in Computer Engineering",
            "specialization": "Computing",
            "start_date": "2020",
            "end_date": "2024",
        }

🎯  Professional impact

What Outcome
🎥 Real-time sports tracking & automatic camera control · detection, tracking, prediction +50% detection precision · +80% inference time
🧪 Automated video testing infrastructure · trajectory evaluation and performance metrics Validation from ~8h to ~1h (~87% faster)
🧠 Distributed infrastructure for agent workflows · parallel execution, checkpoints, recovery Parallel agents with tracking & failure recovery

Private work, summarized by challenge and outcome.


🏆  Hackathon wins

Theker Track · Madrid · STACKSPECT InditexTECH Challenge · Barcelona · EchoLook Denodo Challenge · A Coruña · Data Assistant

🚀  Featured projects

Project What it does Stack
STACKSPECT Robotic arm that stacks pallets without tipping them over, plus the observability platform that scores each run Python · MuJoCo · Next.js · Supabase
EchoLook Find, try on and buy clothes using voice and visual AI Vue · Node.js · PyTorch · Gemini · Whisper
ShelfPickVA Bottle detection and shelf interaction with ROI configuration Python · YOLO · OpenCV
Localdeck Zero-config dashboard that discovers your local services FastAPI · React · TypeScript · Docker
Diffy Lightweight, fast and beautiful code comparison tool JavaScript

⚡  Stack


Looking for an engineer who can bridge AI and production?
Open to Computer Vision, GenAI and Applied AI roles · [email protected]

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  1. STACKSPECT/Simulation STACKSPECT/Simulation Public

    Python 1

  2. diffy diffy Public

    Diffy is a lightweight, incredibly fast, and beautiful code comparison tool built to run entirely on the client side. No servers, no installation, just drop your code and see the diff instantly.

    JavaScript 1

  3. localdeck localdeck Public

    An open-source zero-config dashboard that automatically discovers and displays web apps running on your localhost.

    Python

  4. echolook echolook Public

    Forked from EchoLook/echolook

    HACKUPC2025 - Find, Try On, and Buy Clothes with AI

    Vue 1

  5. Portfolio Portfolio Public

    My own portfolio

    CSS

  6. ShelfPickVA ShelfPickVA Public

    Simple roi configurator + basic stuff for shelf detection

    Python