YouTube Virality
YouTube Virality
YouTube Virality
We built a large-scale analytics and machine learning pipeline to analyze over 300,000 YouTube videos and identify the metadata, title structures, publishing patterns, and content characteristics most associated with viral performance.
We built a large-scale analytics and machine learning pipeline to analyze over 300,000 YouTube videos and identify the metadata, title structures, publishing patterns, and content characteristics most associated with viral performance.


AI-Powered Hotel Operations Automation
AI-Powered Hotel Operations Automation
AI-Powered Hotel Operations Automation
A vacation rental management company managing more than 300 Airbnb properties struggled with operational bottlenecks caused by fragmented communication between guests, operations teams, and field staff.
A vacation rental management company managing more than 300 Airbnb properties struggled with operational bottlenecks caused by fragmented communication between guests, operations teams, and field staff.
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