Building a Cocktail Recommendation Engine with JavaScript

Ankan Saha - Aug 7 - - Dev Community

🍹 Building a Cocktail Recommendation Engine with JavaScript

Ever struggled to choose the perfect cocktail for a specific mood or occasion? 🍸 I recently tackled this challenge by building a JavaScript-based cocktail recommendation engine!

Here's how it works:

  • User Input: The engine gathers user preferences, such as desired taste profile (sweet, sour, bitter), preferred alcohol base, and even the occasion.
  • Data Analysis: It then leverages a curated database of cocktail recipes, ingredients, and flavor profiles to identify potential matches.
  • Recommendation: Finally, it presents a tailored list of cocktails, complete with descriptions, ingredients, and even links to detailed instructions.

This project was a fun exploration of:

  • Data Structures & Algorithms: Designing efficient ways to store and query recipe data.
  • Front-End Development: Building an intuitive user interface with HTML, CSS, and JavaScript.
  • Machine Learning (Optional): Experimenting with techniques like collaborative filtering to personalize recommendations further.

Interested in learning more?

  • Check out my project on GitHub link
  • Let's connect and discuss your favorite cocktail recommendations!

javascript #webdev #cocktail #recommendationengine #programming #coding #machinelearning #data #github #developer #codinglife #softwareengineer #webdevelopment #codingcommunity

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