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sofilambro/README.md

Hi I'm Sofia! 👋

  • 🔭 I'm a Mathematical, Computational and Information Sciences for Artificial Intelligence student
  • 🌱 I’m currently learning Machine Learning and Artificial Intelligence applications
  • 👯 I’m looking to collaborate on cool projects involving adversarial machine learning and physics studies
  • 💬 Ask me about anything!
  • 📫 How to reach me: sofia.lambro@gmail.com
  • 😄 Pronouns: she/her

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🌐 Socials:

LinkedIn email

💻 Tech Stack:

C LaTeX R Python AWS Anaconda FastAPI Flask Matplotlib NumPy Pandas Plotly PyTorch scikit-learn TensorFlow Scipy Git GitHub GitLab

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  1. Physics-Informed-Neural-Networks-for-the-Hamiltonian-Eigenvalue-Problem-in-Quantum-Mechanics Physics-Informed-Neural-Networks-for-the-Hamiltonian-Eigenvalue-Problem-in-Quantum-Mechanics Public

    Physics-Informed Neural Networks for the Hamiltonian Eigenvalue Problem in Quantum Mechanics implementation and experiments for research thesis purpose

    Jupyter Notebook

  2. Structured-Transfer-Learning-under-Domain-Shift Structured-Transfer-Learning-under-Domain-Shift Public

    Beyond Freeze-or-Fine-Tune: exhaustive sweep of Frozen/Fine-tuned/Scratch backbone partitions under domain shift. ResNet50 on iWildCam (WILDS), WRN-28-10 on TinyImageNet.

    Python

  3. breast-cancer-ml-classification breast-cancer-ml-classification Public

    Forked from katiarusso/breast-cancer-ml-classification

    This repository contains the work developed for the AI Lab course project, focused on predicting whether individual breast cancer cells have been exposed to normoxia (normal oxygen) or hypoxia (low…

    Jupyter Notebook

  4. swiss-hacks-26 swiss-hacks-26 Public

    Forked from ClaudioRocca/swiss-hacks-26

    Real-time AI call assistant for wealth management

    TypeScript

  5. spotify-popularity-prediction spotify-popularity-prediction Public

    Predicting Spotify song popularity using audio features and historical genre momentum. Compares Linear Regression, kNN, and Random Forest models, tuned with GridSearchCV, and shows that long-term g…

    Jupyter Notebook 2

  6. federicoscaffidi/hacking-innosuisse-startupticker federicoscaffidi/hacking-innosuisse-startupticker Public

    We built a personalized trend analysis tool of your database for policymakers, investors and everybody interested in the ecosystem, to solve the problem of the lack of a comprehensive guide of Swis…

    Python 2 1