Traveler Insight and Recommendation System

Open Opened on September 14, 2025
Main contact
SpaceBeacon
Vancouver, British Columbia, Canada
She / Her
CEO
(5)
5
Portals
(1)
Project
120 hours per learner
Learner
Anywhere
Advanced level

Project scope

Categories
Data analysis Machine learning Software development
Skills
recommender systems algorithm design machine learning algorithms software development data analysis
Details

SpaceBeacon aims to enhance the travel experience by leveraging data-driven insights and personalized recommendations for travelers. The project focuses on developing a system that analyzes traveler data to identify patterns and preferences. By utilizing this information, the system will generate personalized travel recommendations and create custom feature packages based on commissionable rates offered by travel partners. The goal is to provide travelers with tailored suggestions that enhance their journey while maximizing potential revenue for SpaceBeacon and its partners. This project will allow learners to apply their knowledge of data analysis, machine learning, and software development to create a practical solution that aligns with industry needs.



- Analyze traveler data to identify patterns and preferences.


- Develop algorithms for personalized travel recommendations.


- Integrate commissionable rates into custom feature packages.


- Collaborate with travel partners to ensure data accuracy and relevance.

Deliverables

The project deliverables include a functional prototype of the Traveler Insight and Recommendation System, complete with algorithms that generate personalized travel recommendations. Additionally, learners will provide a detailed report outlining the data analysis process, algorithm development, and integration of commissionable rates. The final presentation will showcase the system's capabilities and potential impact on enhancing traveler experiences and partner revenue.



- Functional prototype of the recommendation system.


- Detailed report on data analysis and algorithm development.


- Integration of commissionable rates into feature packages.


- Final presentation demonstrating system capabilities.

Mentorship
Domain expertise and knowledge

Providing specialized knowledge in the project subject area, with industry context.

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.

Industry, innovation and infrastructure

About the company

Company
Vancouver, British Columbia, Canada
2 - 10 employees
Airlines, aviation & aerospace, Consumer goods & services, Hospitality, It & computing, Travel & tourism
Representation
Community-Focused Women-Owned

SpaceBeacon is building the future of travel commerce: a multilingual, voice-first platform that turns everyday conversations into bookable trips. Our consumer app Beacon One (iOS & Android) combines travel domain data (GDS / partner rates), secure Azure infra, and voice AI to make travel planning as simple as talking — and to create side-income opportunities for communities worldwide.