Services
Software Development
In R&D projects, we turn statistical and machine learning models into end-to-end web applications and monitor how they perform in production.
What we do
A model that lives in a notebook helps one person. We turn it into something a team can use.
- From model to service — the analysis wrapped in an interface the intended users can actually operate.
- Data pipelines — collection, validation and storage, with the failure cases handled rather than assumed away.
- Monitoring — because a model’s performance drifts as the world it was trained on changes.
An example we built for ourselves
Basira is exactly this kind of work: analysis processes we had run by hand for years, turned into a platform other researchers can use. It is the clearest description of what this service produces.