Your Year, Wrapped
AI Engineer
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Chapter 01 — The numbers
Chapter 02 — Top tracks
Chapter 03 — Most-played project
Built a production-ready Retrieval-Augmented Generation (RAG) pipeline leveraging local LLMs (Ollama) for document processing, Parent-Child chunking, embedding generation, MongoDB document storage, and Qdrant vector indexing.
Chapter 04 — The tour
FlyRank
Completed a structured machine learning internship focused on applied AI, search systems, and modern content technologies. Built and evaluated AI-powered solutions designed to improve search relevance, content discoverability, and user experience.
Digital Egypt Pioneers Initiative (DEPI)
Architected and evaluated LLM fine-tuning workflows using PEFT techniques (LoRA/QLoRA) to adapt open-source models for domain-specific tasks. Implemented production-ready RAG pipelines incorporating semantic chunking, multi-stage retrieval, and re-ranking to improve context relevance and mitigate hallucinations.
YouTube
Created educational content covering artificial intelligence, machine learning, cloud computing, computer networks, and software engineering concepts. Published 220+ technical videos, simplifying complex engineering topics for students and developers.
National Telecommunication Institute (NTI)
Developed end-to-end Deep Learning pipelines for Computer Vision tasks, focusing on building and optimizing object detection and image classification models using PyTorch and TensorFlow.
Chapter 05 — The full discography
Chapter 06 — The receipts
— Egyptian E-Learning University (EELU)
Chapter 07 — Off the record
That's a wrap.
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