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Staff Compliance Tracker for Healthcare Teams
Python-based healthcare compliance tracking project that monitors training, licensing, and vaccination status, then turns raw records into KPI dashboards, department summaries, and action-ready follow-up lists.
3 bullets:
Tracked 200 staff records across multiple hospital departments using a structured compliance classification model.
Generated executive KPIs, overdue requirement analysis, and department-level compliance summaries.
Produced action-ready outputs including critical cases and overdue detail files for operational follow-up.
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When does a sports dashboard need the court to be more than a background?
In this case, we were designing Deuce a tennis analytics platform that needed to make complex match data feel immediate and spatial, not just numerical.
The brief was clear: analysts and coaches don't just want stats. They want to feel like they're watching the match while reading the data.
So we made the Wimbledon court the literal center of the interface. Every panel orbits it match overview and surface performance on the left, live scoreboard and tournament state on the right, performance trend running the full width below. The court isn't decoration. It's the anchor that makes every number feel like it belongs to a real moment on a real surface.
72.34% win rate. 48 aces. 210 km/h best serve. Djokovic leading Alcaraz 6-4 on Center Court. Alcaraz vs Sinner tonight at 11 PM. Tactic heatmaps showing where points are won and lost.
What we noticed was that spatial context changed how the data felt. The same numbers in a standard table read as analysis. Wrapped around a court, they read as intelligence.
Do you think sports UI design is still underestimating how much context and spatial layout affect how data is understood?
Nice aesthetics, but composition feels bottom-heavy.
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