Recommendation Engine Prototype-(Resources for Travelers)

Project scope
Categories
Website development Software development Machine learning Artificial intelligence DatabasesSkills
machine learning recommender systemsOur 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
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.
Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
About the company
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.