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Applied AI · Media

AI Video Production Tools

An innovation group building AI tools for video and post-production: live rotoscoping, active object callouts, and in-camera masking, with the strategy and architecture behind them.

AI Video Production Tools is an innovation group building AI for video and post-production. I set the product strategy, system architecture, and prototype direction across a small set of tools that automate the slow parts of the editing pipeline.

The pieces

  • Live Rotoscoping: real-time subject isolation that masks and follows the actor through a moving shot, so you get a matte without frame-by-frame roto.
  • Rotoscope: the offline counterpart, precise layer-based masking for finishing.
  • Active Object Callouts: in-frame annotations that track objects as they move through a shot.
  • In-camera image masking: masking applied at capture rather than in post.

Each tool has its own page: Live Rotoscoping, Rotoscope, and Active Object Callouts.

My role

Product strategy, system architecture, and prototype direction. I shaped what each tool needed to do, how the pieces fit a real post-production workflow, and built the early prototypes that proved the approach.