Automated Clinical Triage Assistant

Problem Statement

Emergency room intake staff faced severe patient backlog during peak hours, delaying priority assessment for critical cardiovascular and respiratory symptoms.

Solution & Architecture

Rohit developed a **HIPAA-Compliant BioBERT Clinical Triage Engine**:

• BioBERT Symptom Classification: Fine-tuned on clinical notes to rank intake urgency levels.
• HIPAA Vector Guardrails: Encrypted vector memory ensuring zero patient PII leakage.

Project Specs

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Tech Stack Used