Aspect Health
AI-powered healthcare platform revolutionizing patient communication and clinical documentation using advanced LLM integration.
Engineering Manager
Aspect Health
Challenge
Build a scalable healthcare platform that leverages multiple AI models for patient communication while maintaining strict HIPAA compliance and managing a distributed team of 30+ developers across 3 time zones.
Approach
Architected a multi-model AI system using GPT-4 and Claude with RAG for context-aware responses. Implemented real-time monitoring, cost optimization, and HIPAA-compliant data handling across a microservices architecture.
Key Responsibilities
Architected multi-model AI system using GPT-4 and Claude
Implemented RAG for context-aware patient responses
Built real-time monitoring and cost optimization for AI API calls
Designed HIPAA-compliant data handling across all services
Led 30+ developers across 3 time zones
Results
- 01
60% reduction in administrative time
- 02
10,000+ AI-assisted patient interactions daily
- 03
99.7% uptime with zero HIPAA violations
- 04
40% reduction in AI costs through optimization
- 05
35% team velocity increase