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SimoneCff/README.md

👋 Hi, I'm Simone Cioffi

🎓 MSc student in Machine Learning & Big Data @ University of Naples "Parthenope"
🔬 Collaborating on AI research projects with professors at Parthenope
📑 Co-author of peer-reviewed work on hybrid AI frameworks (vision + FCM inference)
🏆 Active participant in AI challenges and academic conferences
🌊 Focus areas: Computer Vision, Deep Learning, Marine & Medical AI, Open-Source LMMs

🚀 Selected Projects

  • Hyb-DysNet — Hybrid feature fusion + soft-voting ensemble for dysarthria severity classification in ALS patients
  • ThruCorals — CNN-based coral classification with SeaThru underwater image enhancement
  • MARIS — Marine Automated Recognition and Identification System
  • 🔬 Coral Reef Risk Assessment — Zero-shot visual feature extraction with Gemma 4-E4B + Fuzzy Cognitive Map inference on Coralscapes dataset (paper pending)

🛠️ Core Stack

ML/DL: PyTorch · TensorFlow · Keras · scikit-learn · OpenCV
Open-Source Models: Gemma · LLaVA · CLIP · Segment Anything
Data: Python · NumPy · Pandas · Matplotlib
Tools: Docker · Git · Linux · CUDA · AWS
Also: C/C++ · Java · Rust · SQL

📫 Get in touch

🔗 LinkedIn · 🆔 ORCID

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  1. dennewbie/adaptation dennewbie/adaptation Public

    iOS Foundation Program Final Challenge App

    Swift 3 2

  2. ThruCorals ThruCorals Public

    Software per la classificazione di Antozoi sfruttando una Convolutional Neural Network ed l'algoritmo SeaThru

    Jupyter Notebook 3

  3. MARIS MARIS Public

    An Marine Automated Recognition and Identification System based on Artificial Intelligence Methods

    Python 1

  4. Hyb-DysNet Hyb-DysNet Public

    Hyb-DysNet: hybrid feature fusion (eGeMAPSv02 + Wav2Vec2-XLS-R + Librosa) and soft-voting ensemble for dysarthria severity classification in ALS patients.

    Jupyter Notebook 2

  5. Wenress/Hierarchical_FL Wenress/Hierarchical_FL Public

    A reference implementation of Hierarchical Federated Learning using Flower and PyTorch. HFL has been implemented simulating an automatic horizontal scaling of an intermediate level of edge servers.

    Python 7

  6. coralreef-risk-FCM coralreef-risk-FCM Public

    Jupyter Notebook 2