Skip to content
View Geo-y20's full-sized avatar
🍉
🍉
52 followers · 81 following

Achievements

Achievement: YOLO

Achievements

Achievement: YOLO

Block or report Geo-y20

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
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+ knowledge sources, with multi-provider LLM routing (OCI · Claude · OpenAI) & agentic document generation
🔍Text-to-SQL EngineNatural language → Oracle Autonomous DB across 10+ tables, ~10s latency
📊Sheet Chat
Agentic Analytics		LangGraph pipeline routing spreadsheet questions across DuckDB, visualization, semantic search & data-quality checks
🌐Offline HR AssistantFully on-prem Arabic-English assistant using Aya-Expanse 8B + hybrid ChromaDB/BM25 retrieval
📄Doc IntelligenceStructured extraction from PDF/DOCX/XLSX/PPTX; cheque automation & bilingual label OCR via Google Vision
👁️Vision PlatformFire/violence detection, ALPR, driver-ID scanning & attendance across CPU/GPU environments
📈Forecasting EnginePer-SKU Ridge/LightGBM models selected by wMAPE, with ETS/Croston fallback for intermittent demand
📊BI & Social ListeningPower BI dashboards + Arabic sentiment analysis pipelines across Facebook

🛤️ Career Timeline

2025 ── Present    🚀 AI Engineer                  Akhnaton Trading & Distribution (EVA Group)
2024 (Apr–Jul)     ⚙️  ML Engineer (Contract)       GuruHub
2024–25 (Oct–Feb)  🎯 Freelance DS Coach            Digital Egypt Pioneers | Elharefa
2024–25 (Nov–Jan)  📚 Course Instructor             iSchool
2023 (Jul–Aug)     🌱 AI Developer Intern           Elegant Textile Engineering
2021 ── 2025       🎓 B.Sc. Artificial Intelligence  Arab Academy (AASTMT)

🛠️ Tech Arsenal

🤖 AI & Machine Learning

🧠 LLMs & Generative AI

🛠️ 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

🌐 Let's Connect



Pinned Loading

  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