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foroughm423/README.md

👋 Hi, I'm Forough Ghayyem

🔬 AI/ML Engineer | Computer Vision, Medical Imaging & Clinical AI

🎯 What I Do

I build production-ready deep learning solutions and multi-agent AI systems for healthcare using TensorFlow, PyTorch, Google Gemini API, and modern deployment tools.

🏆 Highlights

  • 📄 IEEE Published Paper (First Author, November 2024)
  • 🤖 Kaggle AI Agents Capstone Graduate (December 2025) — Developed multi-agent oncology clinical decision support system
  • 🎓 MSc in Electrical Engineering – Device Electronics, K.N. Toosi University of Technology
  • 🚀 Deployed ML systems with Streamlit, Flask, Docker, Hugging Face Hub, and SQLite

🛠 Tech Stack

Frameworks: TensorFlow, PyTorch, Keras, Google Gemini API, lifelines
Deployment: Streamlit, Flask, Docker, Hugging Face Hub, SQLite
Tools: Python, Git, Jupyter, Kaggle

🔗 Connect

📧 forough.ghayyem@gmail.com
💼 LinkedIn
📊 Kaggle

💡 Check out my pinned repositories below for featured projects

Pinned Loading

  1. skin-cancer-classifier skin-cancer-classifier Public

    Skin cancer classification with EfficientNetB3 and Streamlit demo

    Jupyter Notebook

  2. cancer-research-agent-2025 cancer-research-agent-2025 Public

    Multi-agent AI system for evidence-based oncology clinical decision support with physician oversight – Kaggle AI Agents Capstone 2025

    Python

  3. Pneumonia_Classification_CNN Pneumonia_Classification_CNN Public

    Pneumonia Detection using CNN with PyTorch vs TensorFlow, Flask app, and Docker

    Jupyter Notebook