Online Presence
Presentations
2021
- Automatic Characterization of Single-Walled Carbon Nanotube Film Morphologies Using Computer Vision - Materials Research Society (MRS) Spring Symposium
2020
- Machine Learning in the cloud (slides) - Canadian Undergraduate Software Engineering Conference (youtube)
- An introduction to time series forecasting - Guest Lecture, University of Ottawa
Patents
2022
- Systems And Methods For Parameter Optimization (Patent no. US11514328) - US Patent Office
2020
- Analysis and correction of supply chain design through machine learning (Patent no. US10846651) - US Patent Office
Research Papers
2022
- Correlating Morphology, Molecular Orientation, and Transistor Performance of Bis (pentafluorophenoxy) silicon Phthalocyanine Using Scanning Transmission X-ray Microscopy - Chemistry of Materials
2021
- Excess Polymer in Single-Walled Carbon Nanotube Thin-Film Transistors: Its Removal Prior to Fabrication Is Unnecessary - ACS Nano
2019
- A Shallow Learning-Reduced Data Approach for Image Classification - Canadian Conference on Artificial Intelligence
2018
- Time series classification with shallow learning shepard interpolation neural networks - International Conference on Image and Signal Processing
- Deep Convolutional-Shepard Interpolation Neural Networks for Image Classification Tasks - International Conference Image Analysis and Recognition
- Shepard Interpolation Neural Networks with K-Means: A Shallow Learning Method for Time Series Classification - International Joint Conference on Neural Networks
2016
- SINN : Shepard Interpolation Neural Networks - International Symposium on Visual Computing