👋 Hi there — I’m Mohammed

A Technology Leader, AI Solutions Architect, and Researcher working at the intersection of AI Agents, Enterprise Engineering, and Machine Learning. I specialize in turning cutting-edge AI into scalable systems that deliver real impact across organizations.

I currently lead major AI transformation programs, driving initiatives such as:

• AI Agent Factory
• AI-Native SDLC Transformation
• AI Agent Store platforms
• Talk to Map product

🔥 What I Do

🚀 AI & Machine Learning

• Foundation Models (LLMs + Vision), SAM, LoRA, multimodal reasoning
• RAG systems for large document corpora (Redis, Chroma, LangChain
• Geospatial AI: urban-feature segmentation, UAV/Satellite imagery
• NLP for Arabic, generative AI, content filtering, classification

⚙️ Software Architecture & Platform Engineering

• Scalable architectures, microservices, event-driven systems
• Azure cloud, distributed systems, DevOps & CI/CD at enterprise scale
• AI-native SDLC, GitHub Copilot rollout, developer productivity systems

🔧 DevOps, MLOps & AI Productionization

• Azure DevOps automation for large engineering organizations
• End-to-end MLOps design for deep learning & classical ML systems
• Agentic workflows + MCP tools inside enterprise environments

❤️ Community Work & Open Source

• Machine Learning for Everyone – Arabic ML literacy series A series of Arabic articles simplifying AI/ML for new learners.
• ZeroORM – micro ORM for .NET A micro ORM for .NET built around simplicity and zero learning curve.
• Workshops & sessions
  • Building AI Agents & chatbots
  • Vision AI and object detection
  • End-to-end machine learning lifecycle
  • AI applications, misconceptions & best practices

🌍 Connect with Me

• LinkedIn: thought leadership on AI, ML, and Data Science
• Twitter/X: threads on AI, ML, SDLC, and research
• Web Site
• Also… if you’re a good swimmer, challenge accepted 🏊😉

📌 Quick Facts

• 🔭 Currently expanding AI Agent Factory and working on urban feature segmentation research
• 🌱 Sharpening my math, statistics, and multimodal model design
• 🤝 Looking for collaborators on open-source AI/ML utilities
• 💬 Ask me about: AI Agents, .NET, C#, SDLC, MLOps, RAG, Vision Models, DevOps
• ⚡ Fun fact: My coding journey began on Visual Basic 5.0 + SQL Server 7 — back when GoTo was still popular
• ❝ Favorite quote: "Code is like humor. If you have to explain it, it’s bad." - Cory House.”