LoRA fine-tuned adapter for MedGemma 1.5 4B, trained to convert
raw clinical shorthand and doctor dictation into structured SOAP
JSON format.
Project
Part of the MedBrainSquad Clinical Safety Net — a three-tier
adversarial multi-agent pipeline for safe, hallucination-resistant
clinical documentation.
Research and development of clinical NLP pipelines.
Demonstrates adversarial multi-agent safety architecture
for regulated healthcare environments (NHS/EU GDPR).
⚠️ Limitations & Disclaimer
Research prototype — not validated for clinical deployment
