#LLM #webscraping #AI/ML
Universal Restaurant Menu Scraping System with AI Analytics.
I developed a scalable solution for automated, real-time data collection of restaurant menus worldwide. The system allows users to input any restaurant website link and receive structured information about dishes, prices, descriptions, and images.
To achieve high accuracy and versatility, a hybrid architecture was implemented:
1. Traditional scraping (Scrapy, BeautifulSoup) for websites with simple structures.
2. AI module (DeepSeek, Gemini) for analyzing and normalizing complex pages, classifying dishes, and extracting data from unstructured content.
3. Browser automation (Playwright) for processing websites with dynamically loaded data.
This project demonstrates the integration of web scraping, machine learning, and systems engineering to create a comprehensive tool for restaurant market analysis.
Universal Restaurant Menu Scraping System with AI Analytics.
I developed a scalable solution for automated, real-time data collection of restaurant menus worldwide. The system allows users to input any restaurant website link and receive structured information about dishes, prices, descriptions, and images.
To achieve high accuracy and versatility, a hybrid architecture was implemented:
1. Traditional scraping (Scrapy, BeautifulSoup) for websites with simple structures.
2. AI module (DeepSeek, Gemini) for analyzing and normalizing complex pages, classifying dishes, and extracting data from unstructured content.
3. Browser automation (Playwright) for processing websites with dynamically loaded data.
This project demonstrates the integration of web scraping, machine learning, and systems engineering to create a comprehensive tool for restaurant market analysis.