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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