Sunnyvale, California, United States
1. Designed and implemented a full-stack medical insurance review platform with React + TypeScript frontend and FastAPI + MySQL backend, with Apache Iceberg tables on MinIO as the analytical store for audit logs and model features, enabling patients and insurance bureaus to process applications seamlessly.
2. Built batch auditing, real-time dashboards, and Excel export features to support large-scale claim processing, backed by Apache Spark pipelines that write aggregates to Apache Iceberg (on MinIO) for low-latency reads.
3. Integrated DotsOCR for multimodal document parsing (PDF/images) and Qwen3-30B LLM via vLLM for intelligent claim pre-review, backed by policy RAG to ground LLM reasoning in insurer policies, achieving structured JSON outputs and automated rule-based validation.
4. Designed retrieval-grounded, citation-required prompt templates with strict JSON-only output schemas and repair prompts for schema drift; tuned approve/deny/request-info and added few-shot adapters for new policies.
5. Engineered JWT authentication and RBAC, enforcing hospital-level data isolation and least-privilege access.