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MvdB/README.md

πŸ‘‹ Hi, I'm Michael van den Berg

Head of Digital Strategy & Development focusing on digital strategy, AI platforms, enterprise architecture and technology governance.

My role combines strategy, architecture and engineering:
I shape digital and AI strategy, design enterprise platforms and governance structures, and stay hands-on with technology through prototyping and open-source contributions.


πŸ† Certifications

In Progress

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

πŸ”­ Current Focus

My current work centres around 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 enterprise architecture principles for secure and scalable IT
  • Supporting digital transformation and technology modernisation

πŸ§‘β€πŸ’Ό Leadership Responsibilities

I lead a cross-functional team responsible for:

  • Requirements engineering and demand management
  • GIS systems, ETL pipelines and business intelligence
  • Enterprise architecture practice and EAM (LeanIX)
  • Solution architecture and technology evaluation
  • Security, quality and compliance across the IT portfolio

🧠 Strategy – Architecture – Engineering

My work typically operates across three layers:

Strategy
Shaping digital and AI strategy and aligning technology initiatives with organisational goals.

Architecture
Designing enterprise platforms, governance models and system landscapes.

Engineering
Building prototypes, exploring technologies and contributing to open-source projects to stay close to real operational constraints.


🧰 Technology Landscape

AI & Automation

  • vLLM deployment of small to medium open-source LLMs
  • Custom model training & LoRA/adapter fine-tuning
  • RAG systems and LLM integration patterns
  • Python-based automation and integration
  • Docker/Kubernetes-based AI services

Architecture & Governance

  • Digital Strategy & Roadmap
  • Enterprise Architecture with LeanIX
  • ITIL 4 practices
  • AI governance & risk assessment
  • ISO/IEC 42001 (AI Management Systems)

Languages

  • Python
  • PowerShell & Bash
  • Java (historical)

🌐 Open Source Interests

I occasionally contribute to projects in the AI and data governance ecosystem, for example around PII detection, LLM guardrails and secure AI platform patterns.


πŸ“« Contact


β€œDigital transformation requires clarity, governance and purposeful innovation.”

Pinned Loading

  1. dgx-spark-vllm dgx-spark-vllm Public

    vLLM runner and HuggingFace collection sync for NVIDIA DGX Spark (GB10, 128 GB unified memory)

    HTML

  2. GraphRAG GraphRAG Public

    Graph-based RAG system: markdown files β†’ PostgreSQL+AGE graph β†’ MCP server

    Python

  3. knowledge-lora knowledge-lora Public

    CPT+SFT LoRA pipeline (German Wikipedia + docs) to extend LLM knowledge cutoff.

    Python

  4. OrgBricks OrgBricks Public

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

    OpenSCAD

  5. opendataloader-pdf-toolkit opendataloader-pdf-toolkit Public

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

    Python