Neural Networks for Energy Usage Prediction (Honors Project)
Worked on-site at Gentrack NZ to apply cutting-edge machine learning techniques to improve the accuracy and capabilities of residential energy usage prediction. Used real-world data to train multiple networks to allow for fine-grain short term prediction, as well as long term prediction and anomaly detection. Won top project in the 'Machine Learning' category for my year.