AI-Powered Opportunity Matcher for CAYOP

Open Opened on July 29, 2025
Main contact
CAYOP Inc.
Canada
Founder
(64)
6
Portals
(1)
Project
Academic experience
120 hours of work total
Learner
Anywhere
Intermediate level

Project scope

Categories
Data analysis Website development Software development Machine learning Artificial intelligence
Skills
recommender systems systems design bubble.io data analysis artificial intelligence
Details

The project aims to develop an AI-driven recommendation system for CAYOP, a platform dedicated to connecting students with professional development opportunities. The goal is to create a system that analyzes both the profiles of students and the available opportunities, such as scholarships, internships, and youth council positions, to provide personalized matches. Built on Bubble.io, the platform requires an AI solution that can efficiently process and analyze data to generate relevant recommendations. Additionally, the system should be capable of sending curated lists of opportunities to students on a weekly basis, enhancing their chances of finding suitable opportunities. This project allows learners to apply their knowledge of AI, data analysis, and web development to create a practical solution that benefits both students and the platform.

Deliverables

The deliverables for this project include a fully functional AI recommendation system integrated into the CAYOP platform. The system should be able to analyze student profiles and available opportunities to generate personalized matches. Additionally, it must include a feature to send weekly curated opportunity lists to students. The final deliverable should be a comprehensive report detailing the system's design, implementation, and testing results.

Mentorship
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.

Supported causes

The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.

Decent work and economic growth

About the company

Company
Canada
2 - 10 employees
Education, Marketing & advertising

Cayop is a platform for youth opportunities - internships, hackathons, funding, forums/conferences.