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  • Cairo, Egypt

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Omar-Orensa/README.md

Omar Orensa

Computer Engineering student at the German University in Cairo (graduating 2026), with a focus on AI, machine learning, and backend development. I've interned twice as a software engineer and built projects ranging from GAN-based image generation to full-stack web apps and a neural network from scratch.

🛠️ Tech Stack

Python Java C PyTorch TensorFlow scikit-learn FastAPI React Node.js PostgreSQL Git

🚀 Projects

Project Description
Bachelor Thesis — DF-GAN + CLIP Integrated CLIP loss into DF-GAN to improve text-to-image semantic alignment · PyTorch, Real-ESRGAN
Airline Graph-RAG Assistant NLP-powered Q&A over a Neo4j knowledge graph with vector search and LLM synthesis · spaCy, Streamlit
CINN — Neural Network from Scratch Fully connected neural network built with NumPy only for diabetes classification, with manual backprop · NumPy, Pandas, Matplotlib
Ajaza — Travel Platform Full-stack travel booking app with payments and maps, built in a 10-member team · Node.js, MongoDB, Stripe

💼 Experience

  • Dell Technologies — Summer Intern (2025) · AI, cloud, and enterprise infrastructure
  • ITWorx — Software Engineer Intern (2024) · Full-stack with ReactJS, FastAPI, PostgreSQL
  • ITWorx — Software Engineer Intern (2023) · Java backend, OpenAI API integration

📬 Connect

LinkedIn Email CV

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  1. CLIP-Enhanced-DF-GAN CLIP-Enhanced-DF-GAN Public

    Modified DF-GAN with CLIP-based loss for semantic alignment

    Python

  2. CINN-Project CINN-Project Public

    Jupyter Notebook

  3. Advanced-computer-lab-2024/Ajaza Advanced-computer-lab-2024/Ajaza Public

    JavaScript 5 3

  4. Airline-Customer-Holiday-Booking Airline-Customer-Holiday-Booking Public

    Airline operations Q&A assistant built with Neo4j Knowledge Graph, vector embeddings, and LLM synthesis. Ask natural language questions about flight delays, passenger satisfaction, fleet performanc…

    Python 1