Undergraduate Research Assistant
July 2021 - December 2021
Human-AI Technology Lab, University of Virginia, Charlottesville, Virginia
- Co-authored and contributed to a paper on "A Self Learning System for Emotion Awareness and Adaptation in Humanoid Robots," published at the 2022 31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN).
- Developed facial recognition Python scripts using OpenCV's DNN module and a Caffe model, resulting in a 64% increase in video stream frame rates and improving detection accuracy from 73% to 93%.
- Created a C# script using Microsoft's Platform for Situated Intelligence (PSI) to explore facial recognition using a Kinect video stream.
- Automated data set cleaning and labeling through script development, facilitating the training of a facial expression classification model.