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seba39399/README.md

Hi there and Welcome to my GitHub profile!

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Cloud & MLOps Engineer | Biomedical Engineer | AI Specialist


I am a Biomedical Engineer specialized in Artificial Intelligence, bridging the gap between advanced data science, medical technology, and cloud infrastructure. My core focus centers on developing, automating, and deploying intelligent systems (Computer Vision, NLP, and Transformers) within production-ready cloud environments.

I'm currently based in Cali, Colombia.



🛠️ Technical Stack

Cloud & DevOps AWS (ECS, Fargate, EC2, RDS, CDK), Azure, Docker, Docker Compose, Linux
CI/CD & Automation GitHub Actions, GitLab CI/CD, Bash, Makefiles
AI & MLOps Computer Vision, Transformers, RAG, LangChain, Groq Cloud, Vector Databases
Backend & Data Python (FastAPI, Pydantic, Django, Flask), gRPC, SQL
Frontend & Tools JavaScript (ES6+), React, Streamlit, UV, Ruff

I'm passionate about continuous learning and open to collaborations on multidisciplinary projects.
I'm a huge fan of English soccer and lulo juice. 🥤⚽


Please feel free to clone/fork projects, raise issues and submit PRs if you think something could be better.
Ask me anything by sending me an email.

Happy Coding! 😊

Popular repositories Loading

  1. Biomedical-RAG Biomedical-RAG Public

    This is a Retrieval-Augmented Generation (RAG) chatbot used manily for Biomedical Engineering auditory with normative law. Built using FastAPI, Streamlit, Pydantic and the LLM 'llama-3.1-8b-instant…

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  2. DMI-Database-AI DMI-Database-AI Public

    This is a Database integration with an Artificial Intelligence algorithm to store Devices Medical Implantable in the Club Noel clinics. Built using React + JS ES6, Python (FastAPI, Pytest) and Dock…

    JavaScript

  3. AskMyDocs-RAG-Chatbot-AI-for-PDF-Knowledge AskMyDocs-RAG-Chatbot-AI-for-PDF-Knowledge Public

    🤖 RAG-based chatbot that extracts knowledge from PDF documents, retrieves relevant context, and generates accurate answers using LLMs.

    Python

  4. Medical-Image-Analysis-with-AI-Mammography Medical-Image-Analysis-with-AI-Mammography Public

    🏷️ This is a radiomics-based project focused on extracting quantitative imaging biomarkers from mammography scans to support supervised classification tasks. It standardizes image preprocessing, fe…

    Jupyter Notebook 1

  5. Cephalometric-Landmark-Detection-Image-Processing Cephalometric-Landmark-Detection-Image-Processing Public

    🛠️ Automatic detection of nasal and soft pogonion points in cephalometric images and visualization of the Ricketts aesthetic line using image processing and optimization techniques in Python.

    Jupyter Notebook

  6. seba39399 seba39399 Public