Data & model pipelines
Designing and building reliable paths from raw information to something people can use.
Janine Khuc · Freelance Data & ML Engineer
Make things better.
In ways that last.
I love solving problems that truly need to be solved — making data and model systems useful, understandable, and built to keep working.
Start a conversationAbout me
I help teams turn complex data and models into systems people can trust and use.
I am Janine Khuc, a data engineer and data scientist with a pragmatic can-do attitude. I enjoy navigating the ideas and intricacies of designing, implementing and optimising data and model pipelines, making them available to actually be of use and maintenance bearable.
What I can help with
From first sketch
to steady rhythm.
Making systems better
Finding the friction, untangling the complexity, and optimising what is already there.
Teams that can carry on
Working alongside people, sharing context, and building the confidence to own the solution.
A short résumé
Building data systems that help teams make better decisions.
- Recent
- Lead Data Engineer
City of Amsterdam - Focus
- Data products
ML platforms & enablement - Full résumé
- View on LinkedIn
How I work
Pragmatic by nature.
Curious by default.
Make it useful
Good data work should help someone make a better decision, build a better product, or spend less time fighting a system.
Keep it understandable
The best solution is one a team can explain, maintain, and improve without needing a translator six months later.
Collaborate and coach
I care about creating and fostering a collaborative environment, where people learn from each other, to solve the smaller and bigger problems in this world.
For a wider good
Open to working with NGOs and purpose-driven initiatives.
Small improvements compound. The goal is always the same: make things better, in ways that last.