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SamuelCrespo22/README.md

Hi there! I'm Samuel ๐Ÿ‘‹

MSc Student in AI & Data Science | Biomedical Engineering Background | ๐Ÿ“ Portugal ๐Ÿ‡ต๐Ÿ‡น

Building on my foundation in Biomedical Engineering, I am passionate about bridging the gap between Healthcare, Data Engineering, and Artificial Intelligence.

I enjoy working across the entire data lifecycle, from orchestrating ETL pipelines and building interactive dashboards, to training Generative AI and Computer Vision models to solve real-world problems.


Tech Stack & Tools

  • Languages: Python, SQL, HTML/CSS
  • Machine Learning & AI: PyTorch, Scikit-learn, CNNs, GANs, Diffusion Models
  • Data Engineering & BI: Pandas, Pentaho (PDI), Supabase, PostgreSQL, Dash, Plotly, Tableau
  • Workflow: Git, GitHub

Featured Projects

  • Public Health Dashboard (SNS): Automated data pipeline and interactive Dash/Plotly application to track regional hospital stress indicators.
  • Computer Vision & Generative AI: Image classification architectures and synthetic data generation using VAEs, GANs, and Diffusion models.
  • ETL Pipeline Automation: Pentaho and PostgreSQL/Supabase orchestration for business intelligence analysis.

Languages: Native Portuguese, Professional English.

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  1. aca_project_1_butterflies aca_project_1_butterflies Public

    Jupyter Notebook

  2. ACAP2_2026 ACAP2_2026 Public

    Jupyter Notebook

  3. IAG_Project_1 IAG_Project_1 Public

    Jupyter Notebook

  4. TAD_project_student_migration TAD_project_student_migration Public

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