SmartCart Personalized Recommendation Engine Development

Open Opened on August 23, 2025
Main contact
GigEfx Laboratories
Kanye, Southern District, Botswana
He / Him
Founder
(32)
4
Project
120 hours per learner
Learner
Anywhere
Intermediate level

Project scope

Categories
Data analysis Machine learning Software development UI design UX design
Skills
unified modeling language recommender systems market trend software development life cycle user research behavioral analytics technical documentation user experience (ux) design user interface (ui) design user interface (ui)
Details

The project aims to develop technical documentation and a prototype for a personalized recommendation engine for SmartCart, an e-commerce platform. The goal is to enhance user experience by providing tailored product suggestions based on user behavior and preferences. This project will allow learners to apply their knowledge of user interface/user experience (UI/UX) design, Unified Modeling Language (UML), and Software Development Life Cycle (SDLC) principles. The team will analyze current market trends and user data to design a recommendation system that can be seamlessly integrated into the existing SmartCart platform. By focusing on creating a user-friendly interface and robust backend logic, the project will help bridge the gap between theoretical knowledge and practical application in a real-world scenario.

Deliverables

The deliverables for this project include comprehensive technical documentation covering UI/UX design, UML diagrams, and SDLC processes. Additionally, a functional prototype of the recommendation engine will be developed. The prototype should demonstrate the engine's ability to provide personalized product recommendations. The documentation and prototype will be presented in a final report and demonstration session.

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.

Partnerships for the goals

About the company

Company
Kanye, Southern District, Botswana
2 - 10 employees
Advanced manufacturing, Business services, Consumer goods & services, Clean technology
Representation
Sustainable/green

GigEfx Laboratories is a startup studio focused on creating and scaling innovative businesses through global partnerships. We turn ideas into sustainable ventures while ensuring equity stakes for our partners, emphasizing meticulous selection processes for collaboration.