Executed web crawling using Scrapy (Python library), applied AI filtering with Gemma3:1b to store only relevant links in a MongoDB database, and indexed the data to BonsaiSearch using the OpenSearch Python client for fast search results. Developed a React frontend with a FastAPI backend to serve real-time search queries using the indexed data.