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RiadKatby/README.md

πŸ‘‹ Hi there β€” 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

πŸ‘‰ Full project list, including detailed descriptions.


πŸ”₯ What I Do

πŸš€ 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

βš™οΈ 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

πŸ”§ 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

πŸ“œ Certificates

I have earned professional and executive certifications from the following institutions:

  • MIT – Massachusetts Institute of Technology Boston, MA
  • Harvard University Boston, MA
  • SEI Carnegie Mellon University Pittsburgh, PENN

πŸ‘‰ For the full detailed list of certificates, please check: Certificates


❀️ Community Work & Publications


🌍 Connect with Me

  • LinkedIn: thought leadership on AI, ML, and Data Science
  • Twitter/X: threads on AI, ML, SDLC, and research
  • Web Site: full background, projects, and educations
  • Mobile: Zero Five Three Five Seven Three Nine Four Seven Six. Email: morikapt at gmail dot com: email me or have me a call if you read it

Also… if you’re a good swimmer, challenge accepted πŸŠπŸ˜‰


πŸ“Œ Quick Facts

  • πŸ”­ 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
  • πŸ’¬ 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 β€” back when GoTo was still popular
  • ❝ Favorite quote: "Code is like humor. If you have to explain it, it’s bad." - Cory House.”

Pinned Loading

  1. machine-learning-models machine-learning-models Public

    An attempt to spread knowledge about machine learning and artificial intelligence to everyone using the Arabic language.

    Jupyter Notebook 73 10

  2. arabic-stemmer arabic-stemmer Public

    Implementation of Shereen Khoja algorithm of Arabic Words stemming implemented in Microsoft C# and dotnet 6

    C# 7 2