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Computer scientist. Interested in mathematics, functional programming, machine learning, systems level programming, complexity theory, philosophy, and much more. I have experience in both systems programming (rust, c, c++) as well as machine learning research, specifically information theoretic machine learning and interpretability.
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I’m currently working on some problems in information theoretic machine learning and will be working in embedded systems programming this summer (2026).
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠖⠃⠀⠀⠀⡁⠀⠀⠀⠀⠀⠐⠆⠀⠀⠀⠀⠀⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡠⢔⡤⠊⠁⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⠀⠀⠀⠁⠀⠀⠘⠁⢀⠀⠀⠀⠀⢈⠓⠂⠠⡄⠀⠈⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣠⣶⠿⠞⠋⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠒⠁⠀⠠⡚⠁⢀⣙⣀⣈⡩⠬⢁⠀⢑⠶⠤⡆⠤⡀⠀⠀⠀⠀⠀⠀⢀⠴⢲⣋⣽⣷⠟⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⠀⢠⠀⠀⣶⠃⠗⣡⣶⣮⣿⡿⠿⠿⢿⣿⣷⣶⣤⣤⠤⠴⠦⠬⣤⣤⠄⣉⠉⠝⢲⣿⡷⠻⠂⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠀⠀⠀⠀⠁⡀⡸⠁⣰⣿⡿⠛⠋⣁⡀⠤⠤⢄⡀⠈⠛⢯⣿⣟⣾⣶⣶⣮⣭⣵⣾⣿⣟⠿⠉⢨⠖⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢠⠀⢠⠳⡧⣻⡿⠋⢀⠒⠉⠀⠀⠀⠀⠀⠀⠉⠢⠀⠀⠙⠛⣻⣿⣿⣿⢿⣿⣿⠟⡱⠖⠊⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⢠⣧⠓⣾⣿⠁⠀⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠉⢦⣠⣾⣿⠿⣿⣿⣿⡿⣫⠏⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡀⠀⠂⢃⣸⣿⠇⢠⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣠⣴⣿⠟⢿⠁⠸⡿⣿⣯⡶⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⢘⡄⠘⣿⣿⠀⠸⡀⠀⠀⠀⠀⠀⢀⣀⣴⣾⣿⡿⡟⡋⠐⡇⠀⢸⣿⣿⠃⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢡⠘⢰⣿⡿⡆⠀⣇⠀⣀⣠⣤⣶⣿⢷⢟⠻⠀⠈⠀⠀⠀⡇⠀⣼⣿⣿⠂⠀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⠔⢀⡴⢯⣾⠟⡏⢀⣠⣿⣿⣿⣟⢟⡋⠅⠘⠉⠀⠀⠀⠀⢀⠀⠁⢠⣿⣟⠃⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢠⠞⣻⣷⡿⢙⣩⣶⡿⠿⠛⠉⠑⢡⡁⠀⠀⠀⠀⠀⠀⢀⠔⠁⠀⣰⣿⣿⡟⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣡⣾⣥⣾⢫⡦⠾⠛⠙⠉⠀⠀⢀⣀⠀⠈⠙⠓⠦⠤⠤⠀⠘⠁⢀⡤⣾⡿⠏⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠔⣴⣾⣿⣿⢟⢝⠢⠃⢀⣤⢴⣾⣮⣷⣶⢿⣶⡤⣐⡀⠀⣠⣤⢶⣪⣿⣿⡿⠟⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⡀⣦⣾⡿⡛⠵⠺⢈⡠⠶⠿⠥⠥⡭⠉⠉⢱⡛⠻⠿⣿⣿⣿⣿⣿⠿⠿⠿⠟⠭⠛⠂⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⢀⢴⠕⣋⠝⠕⠐⠀⠔⠉⠀⠀⠀⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠉⠁⠉⠁⠁⠁⠁⠈⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⢀⣠⠁⠈⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
“We have two options for the future of humanity as I see it: first, the exploration of space for alternative planets on which to live, and second, the positive use of artificial intelligence to improve our world.” - Stephan Hawking in Brief Answers to the Big Questions.