Recommendation Engine Prototype-(Resources for Travelers)

Closed
ComfortlyTravel
Sunnyvale, California, United States
Employer
(6)
3
Project
Academic experience
120 hours of work total
Student
Anywhere
Intermediate level

Project scope

Categories
Website development Software development Machine learning Artificial intelligence Databases
Skills
machine learning recommender systems
Details

Our company has a website for travelers to find businesses providing functional resources like coworking spaces, local apps, travel insurance, etc. It is pre-launch but there is a website that has some development on it (https://comfortlyt1dev.wpengine.com/). We would like a group of students to improve the design and build of the current website.

This will involve several different steps for the students, including:

  • Familiarizing yourself with our website and products to understand how they work.
  • Researching potential improvements such as AI chatbots, recommendations based on user geo-location, better filtering for the database of vendors, etc.
  • Developing code to improve the website search engine aspect and the code used to automate vendor sourcing
  • Testing the prototype of the website and search engine with potential users

Link to Project Video: https://www.loom.com/share/b6f6f414b8b14fe78ecdb034920b309c?sid=8d4a8a35-2477-4a79-b256-3009b9f62b19

Deliverables

By the end of the project, students should demonstrate:

  • Understanding of our website and products
  • Understanding of the code they created and how it interacts with a final product

Final deliverables should include

  • Code developed for the recommendation model and website search engine
  • A written report describing the technologies that were used, the challenges that were faced, the model’s final outcomes, and recommendations for the project’s next steps.
Mentorship
Domain expertise and knowledge

Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.

Skills, knowledge and expertise

Sharing knowledge in specific technical skills, techniques, methodologies required for the project.

Hands-on support

Direct involvement in project tasks, offering guidance, and demonstrating techniques.

Tools and/or resources

Providing access to necessary tools, software, and resources required for project completion.

Regular meetings

Scheduled check-ins to discuss progress, address challenges, and provide feedback.

About the company

Company
Sunnyvale, California, United States
2 - 10 employees
Hospitality, Technology, Travel & tourism
Representation
Minority-Owned Women-Owned 2slgbtqia+-owned Small Business Community-Focused

ComfortlyTravel is a search engine website that provides travelers with personalized amenities. Users are able to enter their trip data, the kind of traveler they are, and what amenities they need, and are then provided with vetted and quality local businesses that can service them.