Lecturer, data scientist and software engineer.
Currently at The University of Sydney where I teach computational statistics, data science and machine learning.
I am available for contract and consulting work.
Upcoming - Code
I added support for the SCD4X CO2 sensor to ESPHome. Pull request on Github.
Upcoming - Code
I added support for the LTR390 UV and ambient light sensor to ESPHome. Pull request on Github.
16/09/2021 - In the Media
I was interviewed by the USYD Co-Design Research Group about our innovative approach to teaching online.
10/09/2021 - Talks
Alison Wong and I presented at the Education track of PyCon AU 2021 about our innovative approach to teaching online.
1/8/2021 - Papers - Signal Processing
KNN filtering reduces computation requirements for Subspace Clustering. Theorertical justification is provided and empirically validated. View on Google Scholar.
10/10/2021 - In the Media
This Sydney Morning Herald article uses visualiations from my 'Teacher Pay Comparison' dashboard.
7/2/2019 - Code
I wrote a Python package for function caching that prevents re-entrant calls.
23/11/2015 - Papers- DICTA 2015
We show that fusing multiple noisy images under a total variation penalty improves reconstruction. This idea can be selectively applied to individual pixels of each source image in the case of corrupted sections of images. View on Google Scholar.
26/11/2013 - Papers - DICTA 2013
We show that iteratively refining an alpha matte can lead to impressive results with very sparse labels. View on Google Scholar.