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Simo-dg/README.md

πŸ’« Simone - Data Science & ML

πŸ”­ MSc student @Bocconi
🌱 Apllying Machine Learning and Deep Learning to solve complex business problems
⚑ Fun fact: I love planes

🌐 Socials:

LinkedInΒ 

πŸ’» Tech Stack:

JavaScript TypeScript Python R Julia HTML5 NumPy Pandas SciPy Matplotlib scikit-learn TensorFlow PyTorch Next JS Streamlit AWS Vercel Docker MySQL SQLite Postgres Git GitHub Notion Markdown LaTeX Figma Framer Canva Adobe Adobe Photoshop Adobe Premiere Pro

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  1. fake-news-detection fake-news-detection Public

    A multi-layered fake news verification pipeline that combines artifact-aware text cleaning, a fine-tuned BERT classifier for deep semantic analysis, and a live NLI-based fact-checking engine using …

    Python 1

  2. cnn-pallet-counting cnn-pallet-counting Public

    Real-time multi-target regression system for pallet counting using CNN ensembles and Grad-CAM explainability.

    Jupyter Notebook

  3. Inflation-forecasting Inflation-forecasting Public

    Inflation forecasting during crisis periods using Bayesian Dynamic Linear Models, traditional econometrics, and machine learning. Includes data, code, and comprehensive analysis report.

    Python 1

  4. aircraft-delay-nlp aircraft-delay-nlp Public

    An end-to-end NLP pipeline for structured classification of free-text aircraft delay reports. This project fine-tunes transformer models (BERT) to classify operational delay causes, predict affecte…

    Jupyter Notebook

  5. breast-cancer-prediction breast-cancer-prediction Public

    Breast cancer classification using XGBoost with feature selection, SMOTE oversampling, and hyperparameter tuning on the UCI Wisconsin Diagnostic dataset.

    Python