Augmented Reality IoT App
I designed and built an augmented reality Android app to help users discover smart home capabilities and have successful interactions with intelligent assistants in unfamiliar smart spaces. I also led user research and evaluations.
Power Meter Analytics
I used machine learning to calibrate readings from energy harvesting power meters.
Imitation Learning for Smart Lighting Control
I implemented an LSTM deep learning recurrent neural network (RNN) using the Python Keras framework. I trained the system to anticipate when home residents will turn on lights and do it for them automatically.