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luciehmct/README.md

💫 About Me:

👋 Hi, I'm Lucie

I'm a Master's student in Life Sciences Engineering at EPFL with a Data Science minor.

📂 What I've Worked On

🔍 Data Science & Machine Learning
Movie Violence & Crime Correlation
Used NLP & ML to analyze how violent movies impact crime rates, leveraging sentiment analysis and predictive modeling.
Plasma Transition Detection
Developed a time-series ML model to predict plasma transitions in nuclear fusion research.

🌐 Web Development & Data Visualization
iGEM 2023 Website
Built and deployed the full-stack iGEM EPFL 2023 website using ReactJS, optimizing UI/UX for research presentation.

🌐 Socials:

LinkedIn

💻 Tech Stack:

C++ LaTeX Markdown R Python TypeScript Swift JavaScript NPM React TailwindCSS Adobe Illustrator Adobe InDesign Adobe Lightroom Adobe Creative Cloud Adobe After Effects Adobe Photoshop Adobe Premiere Pro Blender Figma Plotly Pandas NumPy Matplotlib Scipy TensorFlow PyTorch scikit-learn GitHub Prettier Prezi CMake

📊 GitHub Stats:

🔝 Top Contributed Repo

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  1. HL-back-transition-prediction HL-back-transition-prediction Public

    This project focuses on detecting the back-transition from H mode to L mode, a phenomenon where the plasma returns to a lower confinement state.

    Jupyter Notebook

  2. The-feedback-loop-of-violence The-feedback-loop-of-violence Public

    Forked from epfl-ada/ada-2024-project-alligatorsdontapologize24

    Cruel fist fights, brutal killings, rough sexual assaults - movies sometimes show more explicit violence than we would like. But do they lead to an increase in real-world violence? Or, on the contr…

    Jupyter Notebook

  3. epfl-ada/ada-2024-project-alligatorsdontapologize24 epfl-ada/ada-2024-project-alligatorsdontapologize24 Public

    ada-2024-project-alligatorsdontapologize24 created by GitHub Classroom

    Jupyter Notebook 1

  4. ProteinExplorer ProteinExplorer Public

    This project aims to analyze protein sequences using a protein data set from Kaggle. It integrates FastAPI and OpenAI API to enhance bioinformatics insights with AI-driven methods. Built with Pytho…

    TypeScript