This summer, I will be conducting research in improving autonomous dialogue agents using deep learning. Primarily,
I will be building our Python-based chatbot infastructure, constructing better corpuses/datasets (i.e. web scraping)
to train our deep learning model on and devising methods of quantitatively evaluating our dialogue system (e.g. Mechanical Turk).
In 2016, I published a conference paper in the 2016 SPIE Defense journal and presented a talk on the cloud architecture I helped design for the online processing of sensor data from autonomous vehicles with applications for abstracting computation for mobile applications.