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HOPFIELD LABS

Software & AI studio engineering modern web platforms, native mobile applications, and production-grade GenAI integrations for startups, SMEs, and academic capstone researchers.

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Selected Work/Aura Health Clinical Intelligence
HEALTHTECH STARTUP · SERIES A
-68% TRIAGE QUERY LATENCY

Aura Health Clinical Intelligence

GenAI & Healthcare
Next.js 15FastAPIpgvectorClaude 3.5Docker
THE CORE CHALLENGE & LATENCY BOTTLENECK

Unstructured electronic health records (EHR) caused 45-minute physician delays during triage, risking patient outcomes in emergency rooms.

ARCHITECTURAL SOLUTION & PROTOCOL

Architected a HIPAA-compliant hybrid RAG pipeline using Claude 3.5, pgvector with dense+sparse re-ranking, and a low-latency Next.js 15 clinical dashboard.

MEASURED PRODUCTION OUTCOMES
Sub-800ms Retrieval
Zero PHI Leakage SLA
99.4% Extraction Accuracy

“Hopfield Labs delivered our clinical RAG pipeline three weeks ahead of schedule. Their understanding of vector embeddings, chunking strategies, and low-latency API design is rare in this market.”

— Dr. Marcus Vance, VP of Engineering, Aura Health

Need an architecture of this caliber?

We evaluate new project briefs and engineering requirements within 12 hours.

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