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SusannaMazzocchi/README.md

About Me

I'm Susanna, an undergraduate student in AI interested in knowing how the human brain works.

I thrive on projects that can be a challenge.

I love turning ideas into reality and building projects inspired by whatever sparks my curiosity.

Tools & Languages

Python | MATLAB | R

Interests

Advanced pianist 🎹, passionate about discovering hidden patterns in data and mathematics
I also enjoy painting 🎨, reading 📚, and parrots 🦜 are my favorite animals

My Coding Journey

My adventure with programming began in high school during an all-girls summer school for robotics and computer science hosted by a local university. None of us had any prior experience, so it felt pretty intimidating at first! However, our mentors taught us to approach programming through pure logic, showing us how to treat code blocks like Lego bricks that snap together to build something bigger. By the end of the program, I had built my very first mobile app from scratch, and I was completely hooked.

Since my high school didn't offer any computer science classes, I decided to take things into my own hands. During my senior year, I taught myself Python. I spent hours watching YouTube tutorials, doing endless practice exercises, and slowly working my way up to building my own mini-projects.

The real turning point, though, came during my university studies in Artificial Intelligence. Here, my skills leveled up. The biggest milestone wasn't just writing scripts that worked, but finally understanding the deeper meaning behind every single line of code and exactly why things are done a certain way.

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  1. Brain_Simulation_TVB Brain_Simulation_TVB Public

    🧠 Simulating whole-brain dynamics using The Virtual Brain (TVB). A comparative analysis of Reduced Wong-Wang and Wilson-Cowan mean-field models to understand Functional Connectivity.

    Jupyter Notebook

  2. DECODE-Cognitive-Distortions DECODE-Cognitive-Distortions Public

    🧠 DECODE: A Machine Learning / NLP project to detect cognitive distortions in psychological counseling dialogues. It performs binary text classification to identify irrational thinking patterns usi…

    Jupyter Notebook

  3. Migraine_Analysis Migraine_Analysis Public

    🏥 A medical data science project analyzing the efficacy of CGRP monoclonal antibodies for severe migraines. My specific focus is on Task 4: Survival Analysis (Kaplan-Meier & Competing Risks).

    Jupyter Notebook

  4. Particle_Swarm_Optimization Particle_Swarm_Optimization Public

    A custom Python implementation of the Particle Swarm Optimization (PSO) algorithm. Features multiple benchmark functions and fuzzy membership parameter tuning.

    Jupyter Notebook

  5. Red_Wine_Quality Red_Wine_Quality Public

    🍷 A Machine Learning project to predict red wine quality. Built with Python and Scikit-learn, focusing on handling imbalanced data with SMOTE and using Nested Cross-Validation.

    Jupyter Notebook

  6. Shadow_Cannon Shadow_Cannon Public

    Shadow Cannon🏹💥: A physics-based strategy game built with Python & Kivy. Navigate 4 cosmic worlds using parabolic motion, lasers, and logic. Have fun!

    Python