Engagement ↑
IoT Fitness Stack for Public Sector (KSA)
Tech Lead / Architect•Government project, Saudi Arabia•2016–2017
Device firmware + mobile apps + analytics pipeline to increase engagement.
Technology Stack
IoTAndroidPythonBI
Key Outcomes
- •Improved user engagement and actionable, data-driven decisions
- •End-to-end telemetry from devices to BI dashboards
Context
A public-health program needed to move from events to ongoing, measurable activity.
Approach
- Device telemetry → ingestion → feature store → BI dashboards.
- Gamified mobile app with streaks, badges, and community challenges.
- Privacy controls and anonymized reporting.
Results
- Increased weekly active participants; data-driven policy tweaks.
CTA
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