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GuiBerm/README.md

Hi there, I'm Guille 👋

I'm a Data Science Master's student at Aalto University, with a Software Engineering background focused on distributed systems, infrastructure automation, and applied machine learning.

  • 🎓 Currently: Completing the second year of the EIT Digital Master's in Data Science at Aalto University (specializing in Machine Learning and Large-Scale Computing).
  • 🚀 Profile: First author of a peer-reviewed paper in SoftwareX (Elsevier) on air-gapped Kubernetes CI/CD automation, builder of end-to-end PyTorch computer vision pipelines for clinical diagnosis, and experienced in distributed cloud infrastructure.
  • 💼 Looking for: A 6-month Master's Thesis Internship starting Spring 2027 in Software Engineering, Distributed Systems, or Applied Machine Learning.
  • ⚡ Tech Stack: Python, C/C++, Kubernetes, Docker, Linux, PyTorch, PySpark, AWS, Terraform, SQL.
  • 📫 How to reach me: Email | LinkedIn.

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  1. msk-ultrasound-cv msk-ultrasound-cv Public

    Clinical decision-support pipeline for ordinal Rheumatoid Arthritis grading from dual-modality MSK ultrasound (B-Mode & Power Doppler) using PyTorch.

    Python

  2. slasom/SoftwareX-DockerImageDeploymentAcrossSegmentedEnvironments slasom/SoftwareX-DockerImageDeploymentAcrossSegmentedEnvironments Public

    Shell 1

  3. tfg-quantum-optimization tfg-quantum-optimization Public

    feasibility study benchmarking NISQ quantum algorithms (QAOA, Grover, D-Wave) against exact classical C baselines.

    Jupyter Notebook 1

  4. Flight-Delay-Predictor Flight-Delay-Predictor Public

    A machine learning pipeline built with PySpark to predict arrival delays using large-scale U.S. domestic flight data.

    Jupyter Notebook