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kaltisami/README.md

Sami L. D. Kalti

AI/DL Developer · Medical Imaging · Big Data & Data Science

LinkedIn Email GitHub

👋 About me

I build production-grade AI systems focused on medical imaging and clinical decision support — systems that assist clinicians rather than replace them.

  • 🎓 CS Graduate · EPI Sousse (2022–2025)
  • 📚 M.Sc. Big Data & Data Science · Horizon School of AI (current)
  • 🩺 Core focus: chest X-ray AI, Parkinson's detection, stroke prediction
  • 🥁 Professional drummer · Co-founder of JAT SOUSSE

🚀 Featured Projects

Project Description Stack
chest-xray-ai-diagnosis Clinical decision support — 18-pathology classification, anatomical segmentation, GradCAM explainability PyTorch · FastAPI · Streamlit
Parkinson's CT Classification Deep learning for Parkinson's detection from brain CT images PyTorch · CNN
Stroke Prediction Binary classification for stroke risk assessment Scikit-learn · Python
PSTAF Traffic accident fatality prediction system · 92.99% accuracy Logistic Regression · Python

🛠️ Tech Stack

AI / ML

Python PyTorch TensorFlow scikit-learn

Backend & APIs

FastAPI Node.js Docker

Data & Storage

PostgreSQL MongoDB Amazon S3

📊 GitHub Streak

GitHub Streak

Pinned Loading

  1. auth-microservice auth-microservice Public

    JavaScript

  2. chest-xray-ai-diagnosis chest-xray-ai-diagnosis Public

    Clinical decision support system for chest X-ray analysis with explainable AI. Deep learning + Grad-CAM for transparent medical diagnosis. PyTorch | Medical Imaging | DICOM

    Python

  3. eventOS eventOS Public

    JavaScript

  4. Parkinson-s-Disease-CT-Brain-Images-Classification Parkinson-s-Disease-CT-Brain-Images-Classification Public

    Parkinson’s Disease CT Brain Images Classification

    Jupyter Notebook

  5. PSTAF PSTAF Public

    Jupyter Notebook

  6. Stroke-Prediction-Binary-Classification Stroke-Prediction-Binary-Classification Public

    Jupyter Notebook