Hi there! I'm Ezra, a Master of Electrical and Space Systems Engineering student at Kyushu Institute of Technology. I am interested in applying ML and AI techniques to nanosatellites.
- VERTECS Nanosatellite Project - This mission seeks to investigate star formation history by observing the cosmic background radiation using a 6U-size nanosatellite with a small-aperture telescope.
- GalaxyClassification - Attempting to classify galaxy morphology using various supervised and unsupervised machine learning techniques.
- Master of Engineering - Electrical and Space Systems Engineering, Kyushu Institute of Technology (October 2022 to Present)
- Bachelor of Science Honors - Computer Science, University of the Western Cape (February 2021 to December 2021)
- Bachelor of Science - Computer Science, University of the Western Cape (February 2018 to December 2020)
- Keenan A. A. Chatar, Ezra Fielding, Kei Sano, and Kentaro Kitamura "Data downlink prioritization using image classification on-board a 6U CubeSat", Proc. SPIE 12729, Sensors, Systems, and Next-Generation Satellites XXVII, 127290K (19 October 2023); doi: 10.1117/12.2684047.
- E. Fielding, C. N. Nyirenda and M. Vaccari, "The Classification of Optical Galaxy Morphology Using Unsupervised Learning Techniques," 2022 International Conference on Electrical, Computer and Energy Technologies (ICECET), 2022, pp. 1-6, doi: 10.1109/ICECET55527.2022.9872611.
- E. Fielding, C. N. Nyirenda and M. Vaccari, "A Comparison of Deep Learning Architectures for Optical Galaxy Morphology Classification," 2021 International Conference on Electrical, Computer and Energy Technologies (ICECET), 2021, pp. 1-5, doi: 10.1109/ICECET52533.2021.9698414.