HR Attrition & Retention Strategy Dashboard • Identified root causes of 16% workforce attrition (...

HR Attrition & Retention Strategy Dashboard • Identified root causes of 16% workforce attrition (...HR Attrition & Retention Strategy Dashboard • Identified root causes of 16% workforce attrition (...

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ABDELKADER ANMIRA

• 2d

HR Attrition & Retention Strategy Dashboard

• Identified root causes of 16% workforce attrition ($1M+/month) across 3 analytical branches (compensation, burnout, leadership); built a predictive Risk Watchlist flagging high-flight-risk employees.

• Engineered advanced DAX risk-scoring measures and a dynamic Power BI dashboard enabling HR to intervene proactively with real-time attrition signals.

Data Analysis Microsoft Power BI

Julian Vance

• Jul 21

I built a small data-cleaning workflow around one simple rule: bad rows should never silently disappear.

Synthetic demo results:

• 20 raw order records • 16 clean rows • 2 duplicates removed • 2 invalid rows quarantined • $3,690 paid revenue reconciled

The output includes a clean CSV, a rejected-row file, an audit log, and an Excel dashboard. Dates, names, emails, regions, products, and payment statuses are standardized.

The key design choice is quarantine + reasons, not just dropping bad rows and exporting. That lets a reviewer trace exactly what changed and decide whether rejected records should be repaired.

Portfolio: https://contra.com/p/WPLXml6R-demo-automated-sales-data-cleaning-and-excel-reporting

For recurring exports, what needs the most manual review in your workflow: duplicates, inconsistent labels, or invalid amounts and dates?

Data Analysis Microsoft Excel Python

Yana S.

• Jul 20

Recently wrapped up this dashboard prototype. I love using motion and interactions to make complex workflows feel simple, intuitive, and enjoyable to use.

Figma UX Design dashboad Prototyping UI Design

Maty Sandoval

max

• Jul 20

The status tags and filters look genuinely fast to scan, that contracts table could easily feel overwhelming but it doesn't. How much of the motion is functional feedback versus just polish for the demo reel?

BL/S ®

• Jul 21

Spain won. We couldn't sleep. So we designed instead.

This dashboard concept was born from pure football energy — a spontaneous creative response to championship excitement. No lengthy brief, no full brand system. Just a quick UI exploration that captures the drama and intensity of the game in a clean, data-driven interface.

Sometimes the best work happens when you stop overthinking and just play.