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30 followers · 43 following
  • ElSewedy University of Technology
  • Cairo, Egypt
  • 04:44 (UTC +03:00)
  • LinkedIn in/omar9951

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omardiab9951/README.md 
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AI/ML & LLM/RAG Developer | Data Science & AI Student @ SUT

LinkedIn Email

👁️ About Me

I'm a Data Science & AI student at ElSewedy University of Technology — Polytechnic of Egypt, driven by a deep passion for AI, data science, and building things that actually work in the real world.

My technical focus is on Machine Learning, LLMs, RAG systems, and AI Agents — I've built retrieval-augmented pipelines with FAISS and sentence-transformers, worked hands-on with Hugging Face models, used LangChain for structured output parsing, and built a terminal-based AI agent on top of NVIDIA NIM. I also have real production experience in Computer Vision, having architected and trained a full YOLOv8-based detection system.

🎓 Education

ElSewedy University of Technology — Polytechnic of Egypt

  • 🎓 Bachelor of Computer Science Technology (B.Tech)
  • 📌 Major: Data Science and Artificial Intelligence

🚀 Featured Projects

🦺 SafeVision AI

YOLOv8-based workplace PPE compliance and fatigue detection system.

  • 🥈 Placed 2nd out of 38 teams at ARIIF 2026
  • Trained across four model iterations (v1–v4) with custom augmentation pipelines: a self-built SLRDA system and an SR-inspired CLAHE approach
  • Built an uncertainty-aware confidence scoring engine
  • Business plan grounded in Egyptian regulatory context (Labour Law No. 14 of 2025) and CAPMAS injury statistics, with a competitor analysis of AvidBeam Technologies — submitted to the Egypt Cities Hackathon (ECH)
  • Targeting publication in IEEE Access or MDPI Sensors

🧠 Dopa Pal

Ambient desktop task companion built with Electron, React, TypeScript, and FastAPI.

  • 🏅 Finalist, USAII Global AI Hackathon 2026
  • Evolved from an early concept (FirstStep → Anchor → Dopa Pal) into a full product with its own UI/UX design system

🧠 Technical Skills

Languages

Python Java C++ MySQL HTML CSS

AI & Machine Learning

Domain Skills
🤖 Core AI Machine Learning, Neural Networks, Deep Learning
👁️ Computer Vision Object Detection, Real-Time Inference, Image Processing
💬 LLMs & NLP RAG (FAISS, sentence-transformers), Hugging Face, LangChain, Structured Output Parsing
☁️ Data & Cloud Cloud Databases, Data Analytics, Visualization
📐 Math for ML Linear Algebra, Calculus, Mathematical Problem-Solving

Engineering & Infrastructure

Domain Skills
🗄️ Data Engineering DBMS, Web Scraping, Data Pipelines
🐧 DevOps & Systems Linux & Shell Programming, Network Basics
🌐 Development Web Programming, OOP (Java)
⚙️ Automation Workflow Automation with n8n
📐 CS Fundamentals Data Structures & Algorithms, Operating Systems

🛠️ What I Build

  • Real-time computer vision systems — from dataset curation to live inference deployment
  • Deep learning pipelines — custom architectures, augmentation strategies, and training loops
  • Automated workflows — bridging data sources and AI outputs with tools like n8n
  • Research-grade models — designed for publication, built for production

🤝 Soft Skills

  • Leadership — Coordinating technical teams and driving project workflows end-to-end
  • Communication — Translating complex ML concepts into clear narratives for any audience

📬 Let's Connect

I'm always open to collaborating on interesting AI/ML projects, research, or just talking shop.

"The goal is not to build models that fit benchmarks — it's to build systems that work in the wild."

Pinned Loading

  1. omardiab9951 omardiab9951 Public

    Sophomore CS student passionate about ML, AI, and Data Science. Building a strong foundation in programming and statistics, I'm eager to apply my Python and algorithm skills through hands-on projec…

  2. Safe-Vision-AI-1 Safe-Vision-AI-1 Public

    Full-stack AI system for real-time worker safety monitoring — detecting 8 PPE classes (helmet, goggles, vest, gloves, suit, shoes, face shield) and fatigue using YOLOv8, YOLOv8m, SwinV2.

    HTML 1 1

  3. Dopa_Pal Dopa_Pal Public

    Forked from Momen959/Dopa_Pal

    An omnipresent, non-intrusive cognitive companion for the ADHD brain that transforms rigid task deadlines into anxiety-free, auto-sliced micro-blocks paced to your daily energy levels.

    Python

  4. CV-Parser-LangChain-RAG CV-Parser-LangChain-RAG Public

    LLM-powered CV parser that extracts structured candidate data (name, education, skills, experience) into clean JSON using LangChain's StructuredOutputParser and Qwen2.5-7B-Instruct via Hugging Face.

    Jupyter Notebook

  5. Custom-Log-Management-and-Analysis-System Custom-Log-Management-and-Analysis-System Public

    A Bash-native log management system that automates the collection, parsing, and analysis of Linux authentication logs. It stores structured data in SQLite, triggers security alerts on failed logins…

    Shell 1

  6. Recipe-Sharing-Platform- Recipe-Sharing-Platform- Public

    A full-stack recipe sharing community built with HTML, CSS, JavaScript, PHP, and MySQL — featuring user auth, full recipe CRUD, search, comments, and ratings.Recipe Sharing Platform Project.

    PHP