Interactive Times Tables
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Emoji Translator is a web app that converts English sentences into emoji sequences. Built with a Python backend using Beautiful Soup to scrape and structure emoji definitions from Unicode data sources into a searchable CSV dataset, paired with a JavaScript frontend that maps words and phrases to their closest emoji match in real time. The translator handles synonyms, common slang, and multi-word expressions to produce surprisingly accurate emoji translations. Originally built as a fun experiment in web scraping and natural language matching, it demonstrates practical use of data extraction pipelines feeding into an interactive UI.
Can you beat the AI, or will it guess your thoughts? A UI consisting of yes/no buttons. You think of any thing and the AI will attempt the narrow down the answer in 20 questions.
Knows everything about Stardew Valley! Ask any Stardew Valley question and get instant answers — temporarily offline after OpenAI took it down. Reached 1K chats and 10 reviews (4.2 star rating) before going down. Built with Puppeteer and Cheerio for scraping the Stardew Valley Wiki, TypeScript for structuring data into markdown files, and sklearn for clustering content into 9 categories to speed up responses.