- •Built automated pediatric surveillance (ENT Monitor) ingesting 4 social platforms to detect unsafe health challenges
- •Architected an 8-node LangGraph agentic loop pairing SBERT + HDBSCAN clustering with a PubMed/Semantic Scholar cascade
- •Engineered continuous lifecycle tracking with dynamic velocity routing and early-warning signals instead of one-off alerts
- •Prevented medical hallucinations via deterministic evidence scoring and automated NCBI database cross-referencing
- •Consolidated APIs into Next.js on a hybrid GCP setup, cutting cloud infrastructure costs by 55% ($58.4 to $26.16)
Next.jsLangGraphPythonGCPPostgreSQLSBERTOpenAIApify