Design documentation for a future consumer-facing application that estimates heavy-metal contamination likelihood in packaged foods from ingredient lists and nutrition facts. The app consumes the structured contamination_profile blocks in ingredient page frontmatter as its primary data input. Pages in this section describe ingredient-string parsing, recipe-proportion inference, per-ingredient profile combination with uncertainty handling, vulnerable-population flags, and consumer-facing disclaimer language.