Work / Learning performance · 2025

CompetencyAnalytics

Role

Product & full-stack developer

Services

Analytics · Reporting

An analytics assistant that helps educators move from raw scores to competency priorities and actionable reports.

Competency Analytics product home

01 / The problem

Grade tables show outcomes but rarely explain which competencies need attention, which students share the same difficulty or where teaching effort should go next.

02 / My response

I designed an analysis flow that converts assessment data into performance views, competency priorities, heatmaps and printable reports. The interface progressively moves from overview to diagnosis.

What changed

01

Translated scores into competency priorities

02

Supported student and cohort analysis

03

Produced presentation-ready reports

Engineering decisions

The choices behind the interface.

01

Progressive diagnosis

Structured the experience from overview to detailed evidence so users are not overwhelmed by the full dataset.

02

Multiple evidence views

Combined rankings, heatmaps and reports because no single chart explains learning performance.

03

Arabic RTL support

Included a right-to-left dashboard experience for the intended education context.

Stack & capabilities

AnalyticsData visualizationReportingResponsive UIRTL
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