← Back to the technical case
SYS-02 / LIVE DEMO
AI Data Quality Checker
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.
DATA / QUALITY
CSV analyzer
Edit the data and run local completeness, duplication and type-consistency rules. No content leaves the browser.
Delimiter supported in this demo: comma
| Rule | Occurrences | Recommendation |
|---|---|---|
| Missing values | 2 | Review |
| Duplicate rows | 1 | Remove |
| Mixed column types | 1 | Cast |
FULL IMPLEMENTATION / GITHUB
Backend, tests and infrastructure remain verifiable.
A full-stack application combining FastAPI, Pandas, SQLite, Markdown/HTML reports and a Vue 3 dashboard. The system scores datasets, evaluates columns and turns quality rules into a professional visualization.
Inspect repository ↗