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.

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.

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  ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠖⠃⠀⠀⠀⡁⠀⠀⠀⠀⠀⠐⠆⠀⠀⠀⠀⠀⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡠⢔⡤⠊⠁⠀⠀⠀⠀⠀
  ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⠀⠀⠀⠁⠀⠀⠘⠁⢀⠀⠀⠀⠀⢈⠓⠂⠠⡄⠀⠈⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣠⣶⠿⠞⠋⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀
  ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠒⠁⠀⠠⡚⠁⢀⣙⣀⣈⡩⠬⢁⠀⢑⠶⠤⡆⠤⡀⠀⠀⠀⠀⠀⠀⢀⠴⢲⣋⣽⣷⠟⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
  ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⠀⢠⠀⠀⣶⠃⠗⣡⣶⣮⣿⡿⠿⠿⢿⣿⣷⣶⣤⣤⠤⠴⠦⠬⣤⣤⠄⣉⠉⠝⢲⣿⡷⠻⠂⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
  ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠀⠀⠀⠀⠁⡀⡸⠁⣰⣿⡿⠛⠋⣁⡀⠤⠤⢄⡀⠈⠛⢯⣿⣟⣾⣶⣶⣮⣭⣵⣾⣿⣟⠿⠉⢨⠖⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
  ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢠⠀⢠⠳⡧⣻⡿⠋⢀⠒⠉⠀⠀⠀⠀⠀⠀⠉⠢⠀⠀⠙⠛⣻⣿⣿⣿⢿⣿⣿⠟⡱⠖⠊⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
  ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⢠⣧⠓⣾⣿⠁⠀⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠉⢦⣠⣾⣿⠿⣿⣿⣿⡿⣫⠏⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
  ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡀⠀⠂⢃⣸⣿⠇⢠⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣠⣴⣿⠟⢿⠁⠸⡿⣿⣯⡶⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
  ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⢘⡄⠘⣿⣿⠀⠸⡀⠀⠀⠀⠀⠀⢀⣀⣴⣾⣿⡿⡟⡋⠐⡇⠀⢸⣿⣿⠃⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
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  ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⠔⢀⡴⢯⣾⠟⡏⢀⣠⣿⣿⣿⣟⢟⡋⠅⠘⠉⠀⠀⠀⠀⢀⠀⠁⢠⣿⣟⠃⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
  ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢠⠞⣻⣷⡿⢙⣩⣶⡿⠿⠛⠉⠑⢡⡁⠀⠀⠀⠀⠀⠀⢀⠔⠁⠀⣰⣿⣿⡟⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
  ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣡⣾⣥⣾⢫⡦⠾⠛⠙⠉⠀⠀⢀⣀⠀⠈⠙⠓⠦⠤⠤⠀⠘⠁⢀⡤⣾⡿⠏⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
  ⠀⠀⠀⠀⠀⠀⠀⠀⠔⣴⣾⣿⣿⢟⢝⠢⠃⢀⣤⢴⣾⣮⣷⣶⢿⣶⡤⣐⡀⠀⣠⣤⢶⣪⣿⣿⡿⠟⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
  ⠀⠀⠀⠀⠀⠀⡀⣦⣾⡿⡛⠵⠺⢈⡠⠶⠿⠥⠥⡭⠉⠉⢱⡛⠻⠿⣿⣿⣿⣿⣿⠿⠿⠿⠟⠭⠛⠂⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
  ⠀⠀⠀⢀⢴⠕⣋⠝⠕⠐⠀⠔⠉⠀⠀⠀⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠉⠁⠉⠁⠁⠁⠁⠈⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
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