HEALTHCARE AI · RAG & OCR · ~50% FASTER WORKFLOWS
AI Backend Lead·2024-2025
Home Care Agency Software
-50%Workflow Completion TimeLLMLocalized Intent DecodingEVVTellus & First American
System Architecture Flow
01Django + GraphQL Core API
02Localized LLM Intent Router
03RAG Knowledge Base + OCR Pipeline
04Tellus EVV & First American Payments
01 / Engineering & Implementation
- Built an AI chatbot framework to automate complex workflows, generating significant time savings and efficiency gains.
- Deployed localized LLMs for robust intent decoding and everyday task automation.
- Constructed knowledge bases with RAG to accelerate decision-making.
- Delivered AI-based tools (OCR, automated plan creation) to enhance productivity and data management.
- Integrated third-party EVV aggregators (e.g., Tellus) and First American payment gateway.
- Led a team delivering multiple AI applications for operations and automation.
02 / Measurable Impact
- ~50% faster task completion in key workflows