Data and AI, from strategy to delivery.

Datazinnig helps organisations apply data and AI with purpose. I advise on data strategy, data architecture and the responsible use of AI. As a data scientist, I then deliver the solution myself, or together with your team.

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Over ten years of experience
Public sector, grid operators, healthcare and industry
Independent

Advisory and delivery

Advice on data and AI only has value when it can be put into practice. A solution only lasts when the right choices come first. That is why I combine both roles.

Advisory

Direction and well-founded choices.

Independent reviewof solutions from vendors and in-house teams.
Data strategy and data architecturethat grow with your ambitions.
AI explorationwhere AI demonstrably adds value, and under which conditions.

Delivery

Solutions that work in practice.

Machine learning and predictive modelsfor prioritisation and planning.
AI applications and proofs of conceptdesigned to be verifiable.
Data platforms and management informationfrom data warehouse to dashboard.
Anomaly detection for data qualitythat looks beyond fixed business rules.

Knowledge sharing

Training and knowledge sessions

Workshops, training and inspiration sessions for teams and management, practical and where possible with your own data.

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All services

Approach

Step 1
Understand
First the real question, then the solution. I start with conversations, documentation and observing the work in practice.
Step 2
Choose
Together we choose a solution that fits the question, the architecture and your ambitions.
Step 3
Deliver
I design and develop in short iterations, with visible results after every step.
Step 4
Embed
Show, do together, do independently. Your staff are involved from the start, so your organisation can carry on independently.

AI is a means, not an end.

Technology is human work

Transparency, ethics and the human dimension belong in the design from the start.

Simplicity over complexity

The simplest solution that works is usually the best.

Data as an asset

Organisations that manage data as a strategic asset stay in control and remain agile.

Technology is rarely the limit

The constraint usually lies in time, resources and budget. I make those transparent.

Selected projects

DeliveryAI with verifiability as the starting pointAn AI agent that supports analysts with data questions, with guardrails, a ground truth and transparent reasoning. DeliveryForecasting for control over budgets and planningClassic machine learning and forecasting for well-founded budgets and planning. Advisory and deliveryFrom reference architecture to meaningful enterprise architectureReference architectures translated into the organisation's system, process and data architecture, and put into practice. Advisory and deliveryA data platform for the housing sectorFrom product strategy and architecture to the platform itself.

Full portfolio

Clients and colleagues know me as an attentive listener who gets to the core quickly. I am committed, analytically sharp and candid, also when the message is less welcome.

More about me