Portfolio
3 / 3Projects
Mar 2026 – Present
Synapse
P300 BCI decoder fusing EEG neural signals with a character-level language model prior to reduce flash repetitions needed for accurate character selection.
PythonMLBCINLP
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Dec 2025
BinoSAILus
RL-based autonomous sailboat controller that learns navigation strategies from real AIS vessel trajectories and simulation with wind dynamics.
RLPythonMLSimulation
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Dec 2025
Generative Monoculture and Fairness in LLMs
Investigated how LLM outputs become less diverse than their training data, proposing a group-aware fairness definition to detect disproportionate diversity loss.
ResearchMLNLPFairness
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