03 / Services

From raw datato working intelligence.

Bring a business problem, an early prototype or a system that needs to improve. I design and build the data pipelines, AI applications and integrations that connect your tools to your goals.

  1. Data
  2. Intelligence
  3. Automation
  4. Production

01 / Service explorer

Eight ways in.One connected system.

Pick an area to see the problems it solves, what you get, the tools involved and related work.

Service area / 03

Models that earn their place.

Frame the prediction problem properly, build a baseline, and ship a model only when it clearly beats simpler options.

Typical problems

  • A promising notebook never makes it to production
  • It is unclear whether the model beats a simple rule
  • Predictions drift and nobody measures it

What you get

  • Problem framing, baseline and evaluation plan
  • A trained, versioned model with honest metrics
  • An API or batch job ready for deployment

Tools

  • Python
  • scikit-learn
  • PyTorch
  • TensorFlow
  • XGBoost
  • FastAPI

Related projects

02 / All services

Every service page,grouped by area.

Not sure yet?

Not sure which service fits?Tell me what you’re building.

Describe the goal and what’s in the way. I’ll suggest where to start - even if it’s smaller than you expected.

Let’s chat