Portfolio
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Jun. 2025 – Present
Learning-Based Fiber Sensing for Continuum Manipulators
Machine learning on distributed optical-fiber strain data to tell where a surgical manipulator is being touched, and how hard.
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Aug. 2025 – Dec. 2025
LLM-Generated Proxy Features for Tabular Data
Using a language model to manufacture features for text-heavy tabular datasets, then measuring what that buys conventional models.
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Nov. 2024 – Dec. 2024
Spotify Songs Classification
A four-way model bake-off on 30,000 tracks, scored on accuracy, F1 and confusion structure.