Business Intelligence, Data & Analytics Specialist.

Publications & Tools 


From time to time, I engage with publications, platforms, and tools that support clear thinking, learning, and practical delivery in data, analytics, and technology.

The links below reflect resources I actively value, recommend, or have professional affiliation with.


Writing & Publishing

  • Medium (Long-form writing and essays across technology, data, and analytical thinking.)
  • DEV.to (Technical writing and community discussion focused on software, data, and engineering practices.)

Learning & Development

  • DataCamp (Structured learning in data engineering, analytics, and machine learning.)

Tools & Platforms

Ideas & Context

  • European Alternatives (Research and perspectives on European policy, democracy, and societal alternatives.)

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Architecture, Data & Technology Foundations


The Open Group (TOGAF)
Enterprise architecture frameworks and governance practices.
https://www.opengroup.org/

DAMA International
Data management principles, governance, and professional standards.
https://www.dama.org/



Publications & Tools

From time to time, I publish material or develop tools that reflect recurring patterns in my work — frameworks, guides, or structured thinking aids that others may find useful.


Business Intelligence Requirements Template

Business intelligence (BI) Requirements Template is a starting template for BI analysts to gather requirements for reports or dashboards. This is a 20 page document that has the full detail of what a proper business report specification should contain.


Architecture & Data Thinking Notes
Short-form guidance based on practical experience across enterprise data environments.
(Coming soon)

Essays, Thinking,Commentary & Personal Writing


Longer-form writing exploring thinking, decision-making, personal development, and professional life.


Occasional Notes


I share occasional notes on data architecture, analytics, AI adoption, and responsible technology design. These are infrequent and focused on practical insight rather than announcements or marketing.





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Find Me @


These platforms reflect my current professional activity and engagement.

LinkedIn : Professional profile, experience, and current work
→ Lourens Aucamp on LinkedIn

GitHub: Code, experiments, and technical work (non-client work)
→ Lourens Aucamp on GitHub

Thoughtful systems — whether technical or conceptual — are built through careful consideration, not noise. 


This site brings together professional work, writing, and long-term thinking. Some material reflects current practice; other material is preserved as part of an ongoing intellectual journey.

Resources & Engagement


This page collects selected resources, references, and material related to my work in data, analytics, architecture, and responsible technology adoption.

The intent is not volume, but relevance — material that supports clear thinking, sound design, and long-term value in data-driven environments.

Writing & Blogs


Professional Writing (Data, Analytics & Technology)


Writing focused on data engineering, analytics, modelling, and business intelligence, based on practical experience across enterprise and consulting environments.


Archives & Side Projects


These initiatives represent earlier explorations, side projects, and experimental work. They are maintained as archives and references rather than active commercial offerings.


Curated Resources

Thinking, Analysis & Decision-Making


Mensa International
Community focused on intellectual exchange and analytical thinking.
https://www.mensa.org/

International High IQ Society
Forum for discussion across a range of intellectual topics.
https://ihiqs.org/

Research & Discovery


Links related to discovery, visibility, and research contexts.