← Back to the technical case
SYS-01 / LIVE DEMO
DriftPainel
A functional product experience that runs entirely in the browser with demonstration data.
DEMONSTRATION MODE
This version preserves the project's core flow but uses local state and safe data so it can remain public without paid infrastructure. Reloading restores the initial data.
DRIFT / ANALYSIS
Drift monitor
Compare batch scenarios and run the project's score, severity, feature-ranking and operational-decision flow.
| Feature | Drift score | State |
|---|---|---|
| region | 0.61 | Drift |
| monthly_income | 0.34 | Watch |
| age | 0.18 | Stable |
FULL IMPLEMENTATION / GITHUB
Backend, tests and infrastructure remain verifiable.
A full-stack MLOps platform that receives datasets, calculates feature-level drift severity, ranks relevant changes and generates HTML, Markdown and JSON reports. The FastAPI backend orchestrates rules, Celery runs analyses and the React dashboard turns signals into operational decisions.
Inspect repository ↗