AI Full-Stack Developer – Clinical Note Summarization & RAG Pipeline (BigBear Inc.)
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Text SummarizationIntegrated clinical note summarization using Hugging Face transformer models and built retrieval-augmented generation (RAG) pipelines with LangChain prototypes for hospital systems. Developed and deployed end-to-end AI solutions focused on surfacing evidence-based responses for healthcare care teams. Automated electronic health record (EHR) data ingestion and semantic search workflows for deep clinical insight extraction. • Designed data pipelines that transformed unstructured clinical notes into structured summaries for care coordination. • Applied transformer-based NLP techniques for extracting key clinical entities from raw text data. • Collaborated cross-functionally to ensure HIPAA-compliance and data privacy during the text annotation process. • Delivered technical workshops to onboard clinical teams to AI-enhanced summarization workflows.