Universal Search Framework

The USF provides automatic AI model selection and tuning that improved accuracy, efficiency, and robustness to address evaluation noises, scalability dimensional problems, and exception handling of negligible parameters.

  • Efficient AI Model Selection, architecture, and hyperparameter selection and optimization

  • Industry leading Neural Architecture Search/Auto-ML

  • Reservoir Computing training is performed only at the readout stage for more improved scale and accuracy at a lower cost

  • Enabling business to more effectively scale 

  • UIUX tools that deliver immersive data view to better enable data scientists and “citizen” data scientists – Unity gaming software