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mohamed-em2m/README.md

🧬 About Me

name:       Mohamed Emam
role:       AI Engineer
location:   Cairo, Egypt 🇪🇬
experience: 2+ years in production AI

currently:
  - AI Engineer @ Vrtualize (Maika Travel AI)
  - AI Engineer @ Deeb Realties (Diib Chatbot)

education:
  degree: B.Sc. Computer Science & AI
  university: Banha University
  gpa: 3.5 / 4.0
  graduation_project: Excellent with Honor (A+)

interests:
  - Multi-Agent LLM Systems
  - Knowledge Graph RAG
  - Real-Time AI & MLOps
  - Computer Vision

open_to: [collaborations, consulting, research]

🚀 Impact at a Glance


Automated by Diib chatbot
Production deployment
Automated grading system
Real-time voice agent

Complex multi-agent queries
Manual review eliminated
WA · IG · FB · Web
Scraping 20+ sites live

💼 Professional Experience

🌍 Vrtualize — AI Engineer   Oct 2024 – Jul 2025

Maika App · AI Travel Assistant

LLM · Multi-Agent · LangGraph · FastAPI · GCP · Azure · RAG · Vector Search · Rust

  • 🗺️ Built intelligent multi-agent travel recommendation system for flights, hotels & destinations
  • 🖼️ Implemented image-based location search using computer vision + vector similarity
  • ⚡ Engineered Rust-powered web search tool processing results in 3 seconds
  • 🔧 Optimized LangGraph pipeline to achieve 10-second average response on complex queries
  • 🔗 Integrated 10+ real-time travel APIs for live data aggregation
🏠 Deeb Realties — AI Engineer   May 2025 – Dec 2025

Diib · Cross-Platform Real Estate AI Chatbot

LLM · LangGraph · React · FastAPI · GCP · Odoo CRM · Facebook API

  • 💬 Deployed unified AI assistant across WhatsApp, Instagram & Facebook Messenger
  • 📅 Automated booking, complaint handling, and customer inquiry workflows
  • 🔄 Integrated Odoo CRM for real-time administrative synchronization
  • ☁️ Scaled on GCP maintaining 99.9% uptime for 1,000+ daily interactions
🔧 Freelance AI Engineer   2023 – 2024
  • 😊 Face Emotion Detection — CNN system achieving 65% accuracy on FER-2013 with live video
  • 🗣️ Speech Command Recognition — LSTM/CNN + MFCC feature extraction for real-time audio
  • 📝 LLM Q&A Dataset Generator — Automated contextually accurate Q&A from text/web sources

🔥 Featured Projects

Project Stack Highlight
🎙️ Real-Time Voice Agent Gemini Live API · WebSocket · Google ADK · Float Sub-2s latency · 25 fps avatar · 50% delay reduction
📝 Automatic Grading System Vision LLM · PyTorch · RAG · FastAPI 94% English · 86% Arabic · 80% time saved
🤝 Cooperative Multi-Agent LangChain · vLLM · Docker · GCP · Azure GPT + Claude + Gemini + local models
🔍 Real-Time RAG Engine C++ · gumbo · curl · Google API · LLM 20+ sites scraped · results in under 4s
📊 CSV Report Builder LLM · LangChain · FastAPI · Visualization Natural language interface over any dataset
🎨 Teepublic Automation React · Node.js · MongoDB · Puppeteer Batch uploads · team mgmt · monitoring

🛠️ Tech Stack

🤖 LLM & Agents

LangChain LangGraph vLLM llama.cpp RAG N8N Prompt Engineering Knowledge Graphs

🧠 ML / Deep Learning

PyTorch TensorFlow scikit-learn ONNX TensorRT Keras

⚙️ Backend & APIs

FastAPI Node.js Flask Express.js WebSocket

☁️ Cloud & DevOps

GCP Azure Docker GitHub Actions

🗄️ Databases

PostgreSQL MongoDB Neo4j BigQuery Firestore

💻 Languages

Python JavaScript C++ MATLAB React

🌍 Open Source Contributions

🔗 Project 🛠️ Contribution
tryolabs/soccer-analytics Extended YOLOv5/v8 support — dynamic label mapping, team color palettes, configurable thresholds
mistralai/mistral-common Standardized API responses, added streaming support, migrated to httpx for async requests
MemoryOs Fixed critical env-variable bug blocking dynamic model assignment across utility functions
PageIndex Added Docling support, Pydantic JSON validation, and configurable LLM API

📊 GitHub Stats

🏆 Certifications

ML Spec NLP Spec Math ML React Linux Cisco

🌐 Languages

Arabic English

💬 Let's Build Something Extraordinary

Interested in agentic systems, real-time AI, and LLM infrastructure. Always open to collaborations, research, and meaningful engineering challenges.




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