AI & ML interests

Daft DataFrames, Multimodal Datasets, Video Embeddings, Vision Language Models, Fine-Tuning, Reinforcement Learning, Parquet, MCAP, LeRobot

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Eventual

Scenario Mining and Data Curation for robot fleet data.

Describe a scenario once, and we scan your entire fleet history for it, curate training sets, and provide real-time notifications on live data.

  • Search. Describe any scenario to find matches over sequences of events from synchronized video and telemetry. Refine the search or scan your entire history.
  • Mine. Run scenario and policy detectors against live or historical data with our Policy Engine. Get notified in under a minute to see intervention and occurrence rates.
  • Curate. Sample from your corpus into a dataset with a deliberate mix: diverse, deduplicated, versioned. Bucket by scenarios or plain attributes like location, steering angle, or time of day.

We're also the company behind Daft, the distributed multimodal data engine that makes it easy to run models on your Images, Audio, Video, and Robot Logs.

eventual.ai · blog · GitHub · careers · get in touch

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