👨‍💻 Muhammed Ehab

AI Specialist Engineer | Multi-Agent Systems Architect | Automation Expert

📍 Tunis, Tunisia | 🏠 Remote Work | 🌍 AI Specialist Engineer

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🚀 About Me

👨‍💻 Who I Am Experienced AI Specialist Engineer with a proven track record in building intelligent systems, multi-agent architectures, and enterprise automation solutions. I specialize in leveraging cutting-edge AI technologies to create production-ready applications that solve complex real-world problems. 🎯 What I Do 🔭 Building production-ready multi-agent systems and RAG architectures 🌱 Learning advanced prompt engineering, LLM optimization, and distributed AI systems 💼 Open to collaboration on AI projects, consulting, and freelance opportunities 🎯 Mission making AI accessible and practical for businesses worldwide

🛠️ Quick Stack Overview mindmap root((AI Stack)) Frameworks LangChain CrewAI AutoGen LangGraph LLMs GPT-4 Claude Llama 3.1 Qwen-2.5 Cloud AWS Bedrock Textract Lambda Tools n8n Make Voice AI Loading

💡 Expertise Areas

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🛠️ Technology Stack

🤖 AI & Machine Learning

Frameworks & Libraries:

• LangChain | LangGraph | LlamaIndex - LLM orchestration and RAG
• CrewAI | AutoGen - Multi-agent systems
• PEFT | LoRA | QLoRA - Efficient fine-tuning
• Transformers | Sentence-Transformers - NLP models
• FAISS | ChromaDB | Pinecone - Vector databases
• Gradio | Streamlit - AI app interfaces

☁️ Cloud & Infrastructure

Services:

• AWS Bedrock - Claude, Llama, Mistral deployment
• Amazon Textract - Document intelligence
• Amazon Comprehend - NLP services
• AWS Lambda - Serverless computing
• S3 | EC2 | SageMaker

🔄 Automation & Integration

Platforms:

• n8n - Workflow automation (Expert level)
• Make | Zapier - Integration platforms
• REST APIs | GraphQL - API development
• Webhooks | Event-driven architecture

🗣️ Voice & Speech AI

Technologies:

• OpenAI Whisper - Speech-to-Text
• ElevenLabs | Azure TTS - Text-to-Speech
• Deepgram | AssemblyAI - Real-time transcription
• Rasa | Dialogflow - Conversational AI

📱 Mobile & Web Development

🗄️ Databases & Data Processing

🧪 LLM Models Experience

Models:

• GPT-4 | GPT-4 Turbo | GPT-3.5
• Claude 3.5 Sonnet | Claude 3 Opus
• Llama 3.1 (8B, 70B, 405B)
• Qwen-2.5 | FLAN-T5 | Mistral 7B
• Gemini Pro | PaLM 2

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📊 GitHub Statistics

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🏆 Featured Projects

🤖 Multi-Agent Systems & AI Orchestration

BTP Multi-Agent Construction Management Advanced multi-agent system for construction project management with autonomous task coordination and decision-making capabilities. Tech: Python, CrewAI, LangChain, AWS ⭐ Stars: 2 | 📝 MIT License	MCP AI Chat Interface Model Context Protocol implementation for seamless AI chat interactions with advanced context management. Tech: Python, MCP, FastAPI ⭐ Stars: 2 | 📝 MIT License
Finance Agent Intelligent financial analysis assistant with real-time data processing and autonomous decision support. Tech: Python, LangChain, APIs ⭐ Stars: 5	Lead Qualification Scoring System Automated lead scoring system using n8n workflow automation and AI-powered analysis. Tech: HTML, n8n, AI APIs ⭐ Stars: 2

📄 RAG & Document Intelligence

SmartDoc AI Assistant Enterprise-grade document analysis system with RAG capabilities and intelligent Q&A. Tech: Python, LangChain, Vector DB 📝 MIT License	VisionExtract AI Advanced document extraction using fine-tuned Qwen-2.5-7B with vision capabilities. Tech: Python, Qwen, Fine-tuning ⭐ Stars: 7
Scalable RAG with AWS Bedrock Production-ready RAG system leveraging AWS Bedrock for enterprise deployment. Tech: Python, AWS Bedrock, S3 ⭐ Stars: 7 | 📝 MIT License	Document Analysis AI Agent Cloud-based document intelligence using AWS Textract and AI analysis. Tech: Python, AWS Textract, Lambda

🗣️ Voice AI & Speech Systems

Real-Time Speech-to-Speech Low-latency voice communication system using Ollama models for real-time translation. Tech: Python, Ollama, Whisper ⭐ Stars: 1 | 📝 MIT License	AI Voice Assistant Open-source voice assistant with natural conversation capabilities. Tech: Python, Open-source LLMs ⭐ Stars: 1 | 📝 MIT License
Android AI Assistant (n8n) Mobile AI assistant integrated with n8n for workflow automation. Tech: Dart, Flutter, n8n ⭐ Stars: 1 | 🔄 Forks: 1	Interior Design Voice AI Specialized voice agent for interior design consultations and recommendations. Tech: Python, Voice AI 📝 MIT License

🔧 Tools, Integrations & Infrastructure

DB MCP Gateway Database integration gateway using Model Context Protocol for seamless data access. Tech: TypeScript, MCP ⭐ Stars: 1 | 📝 MIT License	JSON2TOON MCP Converts JSON data structures into visual cartoons and diagrams. Tech: Python, Visualization ⭐ Stars: 2 | 📝 MIT License
n8n CRM Connector (Teamleader) Custom n8n node for Teamleader CRM integration with advanced features. Tech: TypeScript, n8n 📝 MIT License	AI Translator Multi-language translation system powered by AI with context awareness. Tech: Python, Translation APIs ⭐ Stars: 1

🧠 LLM Fine-tuning & Training

FLAN-T5 Fine-tuning (PEFT) Efficient fine-tuning of FLAN-T5 for text summarization using PEFT approach. Tech: Jupyter, PEFT, LoRA ⭐ Stars: 2 | 📝 MIT License

AWS Bedrock + Llama 3.1 405B Large-scale LLM deployment using AWS Bedrock infrastructure. Tech: Python, AWS Bedrock 📝 MIT License

🎓 Education & Specialized Apps

CourseGenius AI-powered platform for automated course creation and curriculum design. Tech: JavaScript, AI APIs ⭐ Stars: 7	Prompt Engineering Projects Collection of advanced prompt engineering techniques and experiments. Tech: Various ⭐ Stars: 1
Diag Health Agent Medical diagnostic assistant using AI for preliminary health assessments. Tech: Python, Medical NLP ⭐ Stars: 3	Tunisia License Plate Recognition Computer vision system for Tunisian license plate detection and recognition. Tech: Python, OpenCV, YOLO ⭐ Stars: 1 | 📝 MIT License

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🎯 Core Competencies

🤖 AI & Machine Learning Multi-Agent Systems (CrewAI, AutoGen) Large Language Models (GPT-4, Claude, Llama) RAG Architecture & Vector Databases Fine-tuning & PEFT (LoRA, QLoRA) Prompt Engineering Computer Vision (OCR, Object Detection) NLP & Text Processing

☁️ Cloud & DevOps AWS Bedrock & AI Services Amazon Textract & Comprehend AWS Lambda & Serverless S3, EC2, SageMaker Docker & Containerization CI/CD Pipelines Microservices Architecture

🔄 Automation & Integration n8n Workflow Automation API Development & Integration Event-Driven Architecture Webhook Management Custom Node Development Process Automation System Integration

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📈 Contribution Activity

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💼 Professional Services

🎯 AI Solution Architecture Design and implement enterprise AI systems with scalable architecture Services Include: System Design & Planning Technology Stack Selection Performance Optimization Security Implementation	🤖 Multi-Agent Development Build autonomous agent systems for complex workflows Services Include: Agent System Design Workflow Orchestration Task Automation Integration Development	☁️ AWS Bedrock Integration Cloud AI deployment and scaling solutions Services Include: Bedrock Setup & Config Model Deployment Cost Optimization Performance Tuning
📊 RAG Implementation Create scalable retrieval-augmented generation systems Services Include: Vector DB Setup Embedding Optimization Query Enhancement System Integration	🔄 Automation Consulting n8n workflow design and optimization Services Include: Workflow Design Custom Node Development API Integration Process Optimization	🗣️ Voice AI Development Speech-to-speech and conversational AI systems Services Include: Voice Interface Design Real-time Processing TTS/STT Integration Multi-language Support

📞 Let's Work Together

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📫 Connect With Me

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💡 Current Focus Areas

📚 Learning Advanced Multi-Agent Architectures Enterprise RAG Systems LLM Optimization Distributed AI

🚀 Building Production AI Agents Scalable RAG Solutions Voice Applications n8n Integrations

🔍 Exploring Anthropic Claude API LangGraph Workflows AWS Bedrock Features Real-time AI Apps

💻 Contributing Open-Source AI Tools Community Projects Documentation Code Reviews

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📝 Latest Blog Posts & Articles

• Coming soon: Articles on AI engineering, multi-agent systems, and automation

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🎓 Certifications & Training

• ✅ AWS Certified Solutions Architect (In Progress)
• ✅ Advanced Prompt Engineering Specialization
• ✅ LangChain & LLM Applications
• ✅ Multi-Agent Systems Development
• ✅ n8n Certified Expert

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