Founder & Lead Engineer
Android ML Kit Azure Cognitive Geofencing
Nordvertise AdTech
A DOOH (Digital Out-of-Home) network utilizing on-device computer vision to classify passenger sentiment and deliver geofenced ads.
20M+
Daily Events
92%
AI Precision
< 15 min
To Dashboard
Case Study Analysis
The Challenge
Syncing high-volume analytics and video content in moving vehicles with unstable connectivity.
The Solution
Engineered an offline-first caching engine and optimized local ML models to run without constant web access.
Key Features
Offline Execution: Analytics and ad triggers run without 4G.
Privacy-First AI: On-device sentiment classification.
Geofenced Triggers: Location-based ad delivery.
Scale: 20M+ events ingested per day, dashboards under 15 minutes behind reality.