Projects

Multimodal Brain–Computer Interface

A foundation model that unifies EEG, ECoG, fMRI, and fNIRS in one shared representation, built in collaboration with Google DeepMind.

BCIfoundation modelstransformersneural decoding

AI-PET: Pathology Maps from a Routine MRI

Deep models that synthesize amyloid-β and tau PET from non-invasive T1-weighted MRI, toward low-cost, large-scale Alzheimer's screening.

biomedical imagingMRIAlzheimer'sdeep learning

ResearcherX

An AI writing environment with a logic-validation engine that flags contradictions in AI-assisted drafts, with line-level provenance.

startupLLMknowledge graphsRAG

EchoID: Local, Identity-Aware Meeting Notes

A local-first meeting-notes pipeline that captures audio, recognizes recurring speakers with user-owned voiceprints, transcribes, summarizes, and exports Markdown.

local-firstspeaker diarizationvoiceprintsspeech AIObsidian