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38 followers · 45 following
  • ElSewedy University of Technology
  • Cairo, Egypt
  • 03:17 (UTC +03:00)
  • LinkedIn in/omar9951

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

LinkedIn Email

👁️ About Me

Data Science & AI student at SU Tech ElSewedy University, focused on building AI systems that hold up in production, not just in notebooks.

My core work spans Machine Learning, LLMs, RAG systems, and Data Analysis — including retrieval-augmented pipelines with FAISS and sentence-transformers, applied Hugging Face models, and structured output parsing with LangChain. I also bring production experience in Computer Vision, having architected and trained a full YOLOv8-based detection system end to end.

🎓 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 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 case 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
👁️ Computer Vision Object Detection, Real-Time Inference, Image Processing
💬 LLMs & NLP RAG, Hugging Face, LangChain, Transformers
☁️ Data & Cloud Cloud Databases, Data Analytics, Visualization

Engineering & Infrastructure

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

📊 GitHub Activity

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. Superstore-Sales-Analytics Superstore-Sales-Analytics Public

    End-to-end OOP data analytics pipeline (Pandas/NumPy/Matplotlib/Seaborn) for cleaning, EDA, feature engineering, and automated KPI reporting on retail sales data.

    Jupyter Notebook

  4. 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

  5. Qanoony Qanoony Public

    Qanoony (قانوني) — A bilingual AI legal assistant for Egyptian employers & startups. Built with RAG + LangChain + LLM (Groq/Llama 3.3), it answers employment & company-formation questions grounded …

    HTML

  6. 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