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