Built a Python pipeline and web app that converts a 392-page U.S. Coast Guard handbook from a static PDF into a searchable, cross-referenced tool for emergency responders. The pipeline extracts 24 chapters into 362 sections with full-text search, 322 acronyms, 183 glossary terms with hover tooltips, 78 cross-references, and 63 diagrams. Hand-typed the full table of contents as ground truth to validate parsing page by page. Single SQLite database powers both the web demo and future mobile app.