Drove the entire development process

• Formalized all game review process workflows

• Designed and prototyped new system requirements

• Coordinated with 3rd party data providers

• Oversaw all development and testing

• Supported/enhanced the system throughout 5 NBA seasons

Produced a Reviewer Workstation that combines multi-angle video with AI-enhanced play by play data

• Allows NBA Reviewers to quickly analyze all referee calls, and spot potential issues where a call was not made

• Collects detailed metrics to monitor Referee effectiveness

• Produced Official Game Reports and Last 2 Minute Reports which are shared with the teams and the general public

Bottom Line Results

• Reduced review cycle time per game from 5-10 days to 2 days

• Expedited response to teams and fans

• Generated new insights to train and develop the referees