Colin Son — Neurosurgeon · MLE

I operate on brains and build the AI that will change medicine.

Board-certified cerebrovascular neurosurgeon. Former USC film school. I build AI tools for how doctors work and how patients access care. See what I'm doing now ↓

Currently building clinical AI

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Work

Selected work at the intersection of neurosurgery and clinical AI.

Get in touch

ClinicalEase HuggingFace

Fine-tuned model that humanizes and explains medical documentation for patients. Built to close the gap between clinical language and patient understanding.

HMBA cross-species expression transfer Zenodo

Derived result artifacts, selected model checkpoint, and source archive for HMBA human-macaque basal ganglia full-expression transfer and donor-robust expression representation learning.

case-crawler GitHub

Generates validated synthetic healthcare datasets for AI training. Combines grounded medical knowledge retrieval, structured clinical data generation, messy clinical text synthesis, labs, vitals, time-series scaffolding, and optional medical imaging hooks. Exports as JSONL, FHIR NDJSON, Parquet, or model-specific fine-tuning formats.

Projects

5sources driving the now strip