AAO Decision Retrieval Pipeline
Ingestion and retrieval for 14,000+ AAO decisions across immigration categories, with the EB-2 NIW Analyzer currently available to users.
- Python
- Apache Airflow
- AWS EC2
- Anthropic Claude Haiku
- Voyage AI
- Web scraping
- RAG
Highlights
- Engineered ingestion and retrieval for 14,000+ AAO decisions across immigration categories, with the EB-2 NIW Analyzer currently available to users.
- Automated rate-limited collection and scheduled processing with Apache Airflow on AWS EC2; extracted structured decision metadata using Anthropic Claude Haiku.
- Generated Voyage AI embeddings to support semantic retrieval and metadata-filtered discovery across decisions.