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Selected Projects Categorized by Work Type.

Software Tool
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EmotiphAI

A platform for group physiological data collection and emotion annotation in the real world.

  • Python
  • SQL
  • Flask
  • HTML
  • JavaScript
  • FastAPI
  • CSS
  • JQuery
  • WebSockets
  • Multiprocessing
  • Asynchronous Programming
  • Communications Protocols

Artificial Intelligence
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Weighted Group Synchrony

Group Synchrony Approach for Emotion Recognition using Physiological Signals

  • Python
  • PyTorch
  • Ray Tune
  • Time Series
  • EDA
  • PPG
  • ECG
  • SSH
  • scikit-learn

Dataset
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G-REx

A Real-World Annotated Physiological Dataset of Group Experiences

  • Python
  • seaborn
  • matplotlib
  • data quality