Everbetter LLC

HIPAA Compliance & Infra Overhaul

• Defined HIPAA standards across the stack, enforced end-to-end encryption, and enabled auditability via NATS + BigQuery.
• Negotiated Business Associate Agreements (BAAs) with external services to ensure regulatory compliance.

Cost Reduction & Model Optimization

• Cut thousands in monthly infrastructure costs by migrating from custom LLMs to HIPAA-compliant public models.
• Improved model performance and output quality despite reduced cost.

Real-Time Transcription Pipeline

• Built a modular, WebSocket-based audio pipeline for real-time transcription from browser-captured audio.
• Used pluggable stream abstractions to keep the architecture clean and flexible.

Contextual AI & Secure Integration

• Integrated OpenAI, custom LLMs, embeddings, and agent frameworks under strict security and latency constraints.
• Delivered contextual AI outputs tailored to user workflows.

Open Source Contribution

Contributed to LightRAG, optimizing it for constrained environments and increasing reliability for long-context retrieval in production.