Turtle Journey

AI-Powered Travel Planner

Project Overview

Turtle Journey was an innovative AI travel planner designed to create personalized itineraries. This project showcases my skills in AI integration, user experience design, and full-stack development.

Key Features

  • AI-driven itinerary creation based on user preferences
  • Real-time adjustments to plans
  • Integration with local attractions and hidden gems
  • Budget optimization algorithms
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Promotional Content

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Brand Board

Technical Details

Tech Stack:

  • Frontend: React.js with Next.js
  • Backend: Node.js with Express
  • Database: MongoDB
  • LLM, ChatGPT API
  • APIs: Mapbox, OpenAI

Challenges & Solutions

Main Challenge:

Integrating real-time data from various sources while maintaining the AI model's accuracy in itinerary planning.

Solution:

Implemented a custom caching system and developed a prioritization algorithm to balance data freshness with system performance.

Project Outcome

Despite achieving a significant milestone of 200 daily user logins, we ultimately had to discontinue the service due to an unsustainable business model. This experience provided valuable insights into the importance of aligning product development with viable monetization strategies from the outset.