# Academic performance intelligence

> A decision-support dashboard that makes student performance patterns easier to investigate and act upon.

**Category:** DATA + BI

## Challenge

Performance data was distributed across records, limiting timely comparison and intervention.

## System

1. Consolidate relevant data
2. Model consistent measures
3. Create interactive views
4. Support drill-down by cohort and subject

## Tools and methods

- Power BI
- Data modelling
- Dashboard design
- Reporting

## Documented outcome

The dashboard demonstrates how structured reporting can turn scattered records into useful operational insight.

## Full case study

The full presentation document is available through the secure request form on the [HTML case-study page](https://hassansuhail.com/work/academic-performance-intelligence). The download link is emailed and expires after 30 minutes.