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I have a background in physics and am interested in using statistical and mathematical frameworks to understand the natural world. During a two-semester project with Professor de Wit, we developed novel methods to analyse faint signals and search for hydrogen exospheres around the TRAPPIST-1 planets. This included understanding the statistics of noise on a detector and developing models and fitting processes to maximise the science that could be extracted from the signal.
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