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Hi , I'm Ebad

About me

  • 🎓 Transitioned from SAP solutions to AI/ML engineering, driven by curiosity for problem-solving.
  • đź§  Currently focused on Transformers, RAG-powered apps, and Neural Networks.
  • 🎯 Building projects that combine practical applications with deep technical learning.
  • 🎮 Gamer at heart. I see debugging and boss fights as two sides of the same challenge. ⚔️
  • 📚 Expanding expertise in GenAI, AI Agents, and Cloud-based AI apps
  • 🔍 Practicing Data Structures & Algorithms (DSA) to strengthen problem-solving skills
  • 🤝 Exploring open-source contributions in AI/ML

Highlighted Projects

  • 🤖 PregniSense – Proactive Pregnancy Risk Chatbot Built with LlamaIndex + Gemini, deployed on Streamlit Cloud. Proactively asks health questions, retrieves WHO guidelines, and classifies risks (Low/Med/High). đź”— View Project
  • đź§© Transformer – From Scratch in PyTorch Implemented the original “Attention Is All You Need” paper from scratch. Trained on the OPUS Books dataset using a custom tokenizer. đź”— View Project

  • 📊 Machine Learning Algorithms – From Scratch Rebuilt ML algorithms like Logistic Regression, Naive Bayes, KNN in Python + NumPy to master their core logic. đź”— View Project


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Python JavaScript C++ HTML5 CSS3 flasks Tensor Pytorch Scikit Keras Numpy Pandas Matplotlib Scipy Plotly Streamlit MySQL OpenCV Jupyter github vsCode anaconda jetbrains

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