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Achievement: StarstruckAchievement: YOLO

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Geo-y20/README.md





⚡ About Me

👤 name:      George Youhana Heazil
💼 role:      Applied AI Engineer @ Akhnaton Trading & Distribution — EVA Group
📍 location:  Cairo, Egypt
🔭 focus:     [LLM Systems, RAG, AI Agents, Computer Vision, MLOps]
🎓 education: B.Sc. Artificial Intelligence — Arab Academy (AASTMT), 2025
🚀 mission:   Shipping production-grade AI systems with measurable impact
🌱 open_to:   Exciting AI/ML opportunities

🎧 Now Playing

💥 What I've Shipped in Production

AI Engineer @ EVA Group · May 2025 – Present

🗣️ATR GPT
Enterprise AI Assistant		FastAPI + PostgreSQL/pgvector RAG system serving 900+ employees across 20+ departments; assistant mode routes across OpenAI & Claude, generates PPT/Word via AI agents, with guardrails & token/cost monitoring
🔍Enterprise Data Querying
Text-to-SQL + Sheet Chat		Natural language → Oracle Autonomous DB across 10+ tables (~10s latency), plus a LangGraph agentic pipeline for spreadsheet Q&A, visualization & data-quality checks
📄OCR & Doc IntelligenceAutomated cheque validation before ERP ingestion & bilingual product-label extraction via Google Cloud Vision
📈Demand ForecastingPer-brand / per-customer / per-channel forecasts using Ridge & LightGBM, with per-SKU model selection by wMAPE
☎️Call Quality AnalyticsCRM call recordings → Whisper transcription → OpenAI sentiment analysis, evaluating customer & pharmacist interactions for QA
🛒Smart Sales AssistantChatbot ordering assistant with full EVA pharma/cosmetics product knowledge & AI-generated recommendations
📋Regulatory Content PlatformGSO-compliance content system for cosmetics products — AI drafts, self-reviews, and outputs bilingual Arabic-English content
💬Social Listening PlatformFacebook & Instagram comment sentiment analysis (pricing, delivery issues) with an interactive dashboard
👁️Security & Vision PlatformOn-prem fire/violence detection, ALPR, driver-ID scanning, attendance & people counting across CPU/GPU

🛤️ Career Timeline

timeline
    title Career Journey
    2021 : 🎓 Started B.Sc. Artificial Intelligence — Arab Academy (AASTMT)
    2023 : 🌱 AI Developer Intern — Elegant Textile Engineering
    2024 : ⚙️ ML Engineer (Contract) — GuruHub
         : 🎯 Freelance Data Science Coach — Digital Egypt Pioneers
         : 📚 Course Instructor — iSchool
    2025 : 🎓 Graduated B.Sc. Artificial Intelligence — AASTMT
         : 🚀 AI Engineer — Akhnaton Trading & Distribution (EVA Group)
    2026 : 💥 Shipping ATR GPT, Vision, Forecasting & Analytics platforms in production
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Rendered natively by GitHub — Mermaid timeline diagram

🛠️ Tech Arsenal

🤖 AI & Machine Learning

🧠 LLMs & Generative AI

⚙️ LLM Engineering & Ops

🛠️ Backend & Infrastructure

☁️ Cloud & Data

🚀 Highlighted Projects

🎓 AI-Powered Learning Automation

FastAPI platform for automated transcription (Whisper), PDF extraction & summarization — processed 5,000+ multimedia files.
Python Whisper NLP FastAPI

👁️ Vision Project

Real-time computer vision detection system for object & event recognition.
OpenCV YOLO

📝 Arabic Text Summarization

NLP summarization pipeline built specifically for Arabic text.
Python NLP

🤟 Arabic Sign Language Recognition

Real-time recognition system for Arabic sign language.
Computer Vision TensorFlow

📊 GitHub Analytics





💡 If a card above shows "downtime" — public stats mirrors are rate-limited by GitHub and occasionally lag; they self-recover, no action needed.

🌐 Let's Connect



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  1. Text-Summarization-in-Arabic Text-Summarization-in-Arabic Public

    This project was developed as part of the AIC Competition sponsored by MTC Egypt. The goal of the project is to create an efficient text summarization system for Arabic language text documents.

    Jupyter Notebook 9 3

  2. Egyptian-Cotton-Classification Egyptian-Cotton-Classification Public

    Forked from Mostafa10770/Egyptian-Cotton-Classification

    This project is DEMO for the app we have provide for Spinning and weaving company in Egypt. It helps in detect the cotton type based of microscope image.

    4 1

  3. Business-Case-Yulu---Hypothesis-Testing Business-Case-Yulu---Hypothesis-Testing Public

    Yulu Micro-Mobility Service Provider - Data Analysis Project

    Jupyter Notebook 2

  4. Standard-OCR- Standard-OCR- Public

    Explore the Standard OCR Project: a deep learning-based character recognition system leveraging advanced computer vision techniques. Detect characters in images using ResNet, Xception, Inception, a…

    Jupyter Notebook 3