Designed front-end user experience for HomeBot app for Android watches.

Detected future hits when trained with past hits and less popular songs by each respectiveartist.

Mobile Android Game that uses Machine Learning to detect user behavior (smiling) reacting to videos displayed.

Developed eight novel machine vision algorithms to classify twenty utterances, improved accuracy over state-of-the-art methods.

Developed novel machine vision algorithm to classify twenty utterances, improved accuracy over other methods. Code: https://github.com/aurelius-ai/lipreading Research Paper: https://drive.google.com/file/d/126T5DGkYiqkEtGicTK23F3WpAXtsunQ4/view?usp=sharing Presentation: https://www.youtube.com/watch?v=YVJfNda8ijA

Diagnosed X-ray images by competing networks as one of nine pathologies. Code: https://github.com/aurelius-ai/diagnosis