Skip to content
View SiR0N's full-sized avatar
4 followers · 9 following

Achievements

Achievement: YOLOAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: YOLOAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Block or report SiR0N

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
SiR0N/README.md

Hi, I'm JoseMa 👋

AI/ML Engineer & Software Developer

LinkedIn GitHub Email Location

AI/ML Engineer specialized in designing and building end-to-end solutions—from concept and model training to production deployment—architecting scalable systems to solve real-world business challenges.

🚀 About Me

  • 🧠 AI/ML Solutions Specialist: Hands-on experience designing end-to-end systems across Computer Vision (OCR), LLMs (Few-Shot Prompting, Structured Outputs with Pydantic), and ETL pipelines.
  • ⚙️ MLOps & Production-Driven: Deploying inference microservices with FastAPI and Django, managing the ML lifecycle with MLflow, container orchestration using Docker and Kubernetes, and automated CI/CD (Jenkins) pipelines.
  • 🎓 International Academic Background: MSc in Data Science from the EIT Digital Master School (Aalto University 🇫🇮 & UPM 🇪🇸).
  • 🌍 Global Working Experience: Projects and research conducted across Finland and Spain, including live technical presentations at Ericsson HQ in Stockholm.

🛠️ Tech Stack & Tools

Artificial Intelligence & Data Science

PyTorch TensorFlow Scikit-Learn OpenCV ONNX Pandas NumPy Apache Spark

Backend, MLOps & Cloud

Python FastAPI Pydantic Django MLflow Docker Kubernetes Jenkins Azure GCP PostgreSQL

💼 Career Highlights

  • 🟢 AI & ML Engineer @ Yurest Solutions: Optimized a multi-stage AI OCR pipeline (OpenCV + Azure OCR + GPT-4), reducing manual corrections by 50% and boosting overall accuracy by 20%[cite: 4].
  • 🔴 CEO & Tech Lead @ Productos Paredes: Automated customer audio order processing using Speech-to-Text and LLM pipelines powered by Few-Shot Prompting and historical purchase data[cite: 4].
  • ⚪ DevOps & ML Engineer @ Ericsson (Finland): Maintained CI/CD pipelines on Kubernetes clusters and conducted Edge AI / ONNX research for a modular AI-decoupling layer in IoT environments[cite: 4].

🎓 Education & Certifications

  • 🎓 AI Bootcamp | SomosF5[cite: 4]
  • 🎓 MSc in Data Science | EIT Digital Master School (Aalto University & UPM)[cite: 4]
  • 🎓 BSc in Software Engineering | Universidad Politécnica de Madrid[cite: 4]
  • 🏅 IBM Data Science Professional Certificate (Coursera)[cite: 4]
  • 🏅 Generación Digital PYMES: Applying AI (Ironhack)[cite: 4]
  • 🏅 Machine Learning Applied with Python (SEPE)[cite: 4]

🤝 Looking to collaborate or connect?
Let's talk on LinkedIn or drop me an email at jomapaderi@gmail.com![cite: 4]

Pinned Loading

  1. Python-RAG-Assistant---StackOverflow-Q-A-Retriever Python-RAG-Assistant---StackOverflow-Q-A-Retriever Public

    This project implements a Retrieval-Augmented Generation (RAG) system that answers Python-related questions using real StackOverflow data

    Jupyter Notebook

  2. Japan_Real_Estate_Prices Japan_Real_Estate_Prices Public

    Jupyter Notebook

  3. GAN-MNIST GAN-MNIST Public

    Jupyter Notebook

  4. IMB-DataScience-Capstone-SpaceX IMB-DataScience-Capstone-SpaceX Public

    Jupyter Notebook