PhD in Remote Sensing / Coastal Engineering, 2022
University of New South Wales (UNSW)
MSc in Environmental Engineering (Specialisation in Remote Sensing), 2017
Ecole Polytechnique Fédérale de Lausanne (EPFL)
BSc in Environmental Engineering, 2015
Ecole Polytechnique Fédérale de Lausanne (EPFL)
A global shoreline mapping toolbox with Google Earth Engine
A web dahsboard for satellite-derived coastal data
A testbed for evaluation shoreline mapping algorithms against benchmark datasets
An RL framework for optimising the maintenance of a fleet of aircraft
Beach slope estimation from satellite-derived shorelines
Dataset of time-series of shoreline change around the Pacific Rim
Dataset of beach-face slopes around Australia mapped from satellites
PyTorch, Tensorflow, scikit-learn, scikit-image, geopandas, gdal, rasterio
Monitoring pipelines, Image Classification, Feature Extraction
Anomaly detection, Frequency analysis, LSTMs
Django, Leaflet, PostgreSQL, PostGIS, Oracle
Reinforcement Learning, Deep Q-learning, Gradient Boosting