Professional and client work
Data insights platform
Data analysis and transformation platform with generative AI, in paid production at Liquid AI. It brings AI into the analysis flow, instead of static dashboards that age with every business question, and separates orchestration from execution so the model is never the only path to trust the result.
The problem
Data teams spend too much time on repetitive transformations and on reports that change with every business question.
Technical decisions
Node.js platform with generative AI in the analysis flow, instead of only static dashboards. Separation between orchestration and execution so the model does not become the only path to trust the result.
Outcome
In paid production at Liquid AI. The code and commercial metrics are not public. This case ties the professional block to the AI-in-product positioning.
