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MvdB/README.md

Hi, I'm Michael van den Berg

Head of Digital Strategy & Development, accountable for the organisation-wide technology strategy and roadmap. My remit includes enterprise and data architecture, central technology and data platforms, and AI governance.

I translate strategy into operating platforms: shaping digital and AI strategy, designing governance and security structures, and staying hands-on through prototypes and open-source work.

I also run SouthByte, an independent AI-governance advisory for small and medium-sized organisations. SouthByte combines EU AI Act and ISO/IEC 42001 expertise with practical experience in on-prem AI platforms, RAG systems, and model evaluation.


Certifications

In Progress

  • IAPP – AIGP (AI Governance Professional)
  • ITIL 5 – Bridge Course

Current Focus

I am focused on building sustainable digital and AI capabilities within organisations.

  • Designing and operating a central organisational AI platform
  • Establishing AI-governance frameworks, including risk assessment, lifecycle management, and compliance controls
  • Defining secure, scalable enterprise-architecture principles
  • Supporting digital transformation and technology modernisation

Leadership

I lead a cross-functional team spanning requirements and demand management, enterprise and data architecture, technology and data platforms, and security, quality, and compliance across the IT portfolio.


Technical Practice

AI & Automation

  • On-prem LLM deployment and evaluation with vLLM
  • RAG systems, LLM integration patterns, and guardrails
  • Python automation and integration
  • Docker- and Kubernetes-based AI services

Architecture & Governance

  • Enterprise and Data Architecture
  • ITIL 4 governance practices
  • AI governance and risk assessment
  • ISO/IEC 42001 (AI Management Systems)

Selected Work


Connect


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  1. southbyte-vllm southbyte-vllm Public

    vLLM serving runner + LLM evaluation testplan for NVIDIA DGX Spark (GB10)

    Python

  2. southbyte-results southbyte-results Public

    Cross-modality evaluation results for the southbyte DGX Spark toolkit (LLM, guards, TTS, image)

    Python

  3. opendataloader-pdf-toolkit opendataloader-pdf-toolkit Public

    Layout-aware PDF extraction toolkit wrapping opendataloader-pdf — CLI, FastAPI web UI, Docker sidecar layout

    Python

  4. website_to_okf website_to_okf Public

    Scrape a whole website and distill it into an OKF (Open Knowledge Format) bundle

    Python 1

  5. GraphRAG GraphRAG Public

    Graph-based RAG system: markdown files → PostgreSQL+AGE graph → MCP server

    Python

  6. OrgBricks OrgBricks Public

    Generate personalized LEGO-style name bricks (STL) from a CSV using OpenSCAD

    OpenSCAD