Skip to content
View smebad's full-sized avatar
:octocat:
Grinding 📚🎮❤️
:octocat:
Grinding 📚🎮❤️

Block or report smebad

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
smebad/README.md

Hi , I'm Ebad

About me

  • 🎓 Transitioned from SAP solutions to AI/ML engineering, driven by curiosity for problem-solving.
  • 🧠 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). 🔗 View Project
  • 🧩 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. 🔗 View Project

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


Tech Stack

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

My GitHub Stats stats gif

Top Languages

GitHub Stats

GitHub Streak

Coding

Coding


Social Profiles

smebad smebad smebad smebad smebad smebad smebad

Pinned Loading

  1. Fine-Tuning-Models Fine-Tuning-Models Public

    In this repository I will be fine-tuning the different open source models and will test them out on the different datasets

    Jupyter Notebook 1

  2. PregniSense PregniSense Public

    AI-powered pregnancy risk assessment app that classifies pregnancy symptom risks using a medical knowledge base using Google Gemini + RAG + Streamlit

    Python 2

  3. Transformer-from-Scratch Transformer-from-Scratch Public

    This project is a complete, from-scratch implementation of the Transformer architecture as described in the "Attention is All You Need" paper.

    Python

  4. DSA DSA Public

    Welcome to my journey of learning and practicing Data Structures and Algorithms (DSA)! This repository serves as a collection of my notes, practice problems, solutions, and concepts related to DSA. 💡

    Python 2

  5. Machine-Learning-Algorithms-From-Scratch Machine-Learning-Algorithms-From-Scratch Public

    In this repository, I will be implementing various machine learning algorithms from scratch to deepen my understanding of their inner workings. Instead of relying on libraries like scikit-learn, I …

    Python 2

  6. Neural-Networks---Zero-to-Hero-by-Andrej-Karpathy Neural-Networks---Zero-to-Hero-by-Andrej-Karpathy Public

    I will be starting and completing Andrej Karpathy's "Neural Networks: Zero to Hero" YouTube playlist. This repository will contain my implementations and notes as I progress through the series.

    Jupyter Notebook 2