I am focusing on natural language processing initiatives and peering into gpu and compiler optimization.
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I suspect there's a reasoned way to beat cold start without long term sacrifices.
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Readings:
Mental Imagery: Philosophy, Psychology, Neuroscience
Breath, Mind, and Consciousness
The Technological Republic
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Learning to become a good writer is a good idea.
It can be developed pretty quickly even as a background task.
Steganography Research at UPenn — August 2024 – Present
Learnings across algorithms, encodings, tokenization
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Algorithms TA — December 2024 – Present
Used to improve articulation, mental imagery, intuition
Personally create minimal drawings to depict algorithms
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Machine Learning at Suki — May 2025 – August 2025
Top 3 Meditech Player
Raised $70 M Series D at $500 M evaluation in October 2024
Invisible, pragmatic support for doctors
Personally assisted with dictation efforts
Wrote a dialogue discretization algorithm, filed for a patent
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Software at Hometown — May 2024 – August 2024
Learnings across Software and Devops
Wrote a nontrivial recursive algorithm to automate documentation
Built Docker Internal Tooling to support developer environment
Contributed to PHP production code efforts