Mahmoud / AI + Software Builder

I build things that think, I make them fast, and I make them look good doing it.

See the work Say hello
  • RAG systems
  • ML pipelines
  • Computer vision
  • AI apps

Engineer, builder, and a little too into how things work.

Most of what I build lives at the intersection of AI and usable software — RAG pipelines, ML models, and the infrastructure that makes them actually work. Recent builds: a startup-investor matching engine, a chatbot that knows F1 technical regulations better than most stewards, and a real-time system that sorts recyclables faster than I sort my own laundry.

Role
AI/ML developer
Focus
RAG systems / ML pipelines / AI apps
Campus
Mansoura University
Status
Final-year ECE student
Current Mode
Building useful, fast, and slightly obsessive things

A few things I've shipped, broken, and shipped again.

  1. RAG chatbot

    F1 Technical Regulations RAG Chatbot

    RAG-powered, rulebook-obsessed, more consistent than Ferrari strategies.

    • Python
    • LangChain
    • RAG
    • ChromaDB
    github.com/B-MEbrahim/F1-QA-RAG

  2. Computer vision

    Recycling Detection

    Real-time vision that knows plastic from paper — no guessing, no landfill regret.

    • Python
    • YOLOv8
    • FastAPI
    • REST API
    github.com/B-MEbrahim/Recycling-Detection

  3. AI matching engine

    FounderX

    Matching startups with investors, minus the awkward small talk.

    • Python
    • LangChain
    • ChromaDB
    • FastAPI

    Placed top 5 — VICTORIES 4 AI-powered apps competition (IEEE Mansoura SB)

The stack behind the chaos.

Languages

  • Python
  • SQL
  • Java
  • C

Data & ML

  • Pandas
  • NumPy
  • Scikit-learn
  • TensorFlow
  • PyTorch
  • Feature Engineering
  • Model Evaluation
  • Time Series
  • A/B Testing
  • Statistics

RAG & AI Systems

  • LangChain
  • LangServe
  • ChromaDB
  • FAISS
  • Embeddings

Computer Vision

  • OpenCV
  • Ultralytics

Deployment & Tools

  • FastAPI
  • Streamlit
  • Docker
  • Git