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MarioCicalese/README.md

💡 About me

  • 👋 Hi, I’m Mario Cicalese.
  • 🌎 I'm 24 years old, and I am from Italy,
  • 🎓 Bachelor Degree In Computer Science at the University of Salerno.
  • 📚 Currently pursuing an MSc in Data Science & Machine Learning at the University of Salerno.
  • 👀 I’m interested in artificial Intelligence and Data-related fields.

💼 Key Competencies:

  • 🤖 Machine Learning.
  • 🖼️ Deep Learning in Computer Vision (Image Classification, Segmentation & Detection).
  • 📚 NLP (Word Embedding, Bert & Transformer)
  • 📊 Data Visualization, Dashboarding & Analysis.
  • 🛠️ Data Cleaning & Preprocessing.
  • 💾 Relational and non-relational database technologies, such as SQL and MongoDB.

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  1. Faster-R-CNN-For-Self-Driving-Car Faster-R-CNN-For-Self-Driving-Car Public

    Bachelor's thesis, which focuses on developing an object detection model aimed at identifying various categories of static and dynamic objects in low-visibility images captured at night and/or duri…

    Jupyter Notebook 4

  2. SiameseNN-for-Fake-images-detection SiameseNN-for-Fake-images-detection Public

    develop a Siamese Neural Network capable of performing binary classification based on the Euclidean distance between embedding vectors generated by the network. This classification helps in predict…

    Jupyter Notebook 3 1

  3. Deep-Learning-In-Computer-Vision Deep-Learning-In-Computer-Vision Public

    hands-on implementation of the Computer Vision chapters from the book [Deep Learning with Python by François Chollet].

    Jupyter Notebook 2

  4. FinSent FinSent Public

    Forked from IreneGaita/FinSent

    Automated system for classifying the sentiment of financial news (positive, negative, neutral), designed to support fast and accurate analysis. The project leverages MLOps practices to train and de…

    Jupyter Notebook

  5. Impact-of-Data-Smells-on-Fairness-in-ML-Solutions Impact-of-Data-Smells-on-Fairness-in-ML-Solutions Public

    This project investigates the relationship between data quality issues (data smells) and fairness in machine learning (ML) models. By applying various fairness metrics and bias mitigation algorithm…

    Jupyter Notebook 3 2

  6. multimodal-crisis-classification multimodal-crisis-classification Public

    Forked from andreaceto/multimodal-crisis-classification

    Multimodal Classification of Crisis-related social media contents.

    Jupyter Notebook