Crowdsourced Logistics Optimization for E-Supermarket

Open
GigEfx Labs
Kanye, Southern District, Botswana
He / Him
Founder
(25)
4
Project
Academic experience
150 hours of work total
Learner
Anywhere
Intermediate level

Project scope

Categories
Supply chain optimization Mobile app development Software development Machine learning Artificial intelligence
Skills
algorithms machine learning algorithms artificial intelligence machine learning logistics management user interface (ui) forecasting
Details

GigEfx Labs aims to enhance its e-supermarket delivery system by developing an AI/ML-powered logistics app. The current challenge is to efficiently manage and optimize the delivery of products purchased from the e-store using a crowdsourcing model. The goal is to create an intelligent system that can predict demand, optimize delivery routes, and allocate resources effectively. This project will allow learners to apply their knowledge of AI and machine learning algorithms to real-world logistics problems. The app should be user-friendly and capable of integrating with existing e-commerce platforms. The project will focus on developing a prototype that demonstrates the feasibility and effectiveness of using AI/ML in logistics management.

Deliverables

The project deliverables include a functional prototype of the AI/ML-powered logistics app, a comprehensive report detailing the algorithms used, and a presentation showcasing the app's features and benefits. The prototype should include a user interface, demand prediction capabilities, and route optimization features. Additionally, documentation should be provided to explain the integration process with existing systems.

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.

Supported causes

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

No poverty

About the company

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

GigEfx Labs leverages new solutions by providing cutting-edge on-demand solutions that help organizations and individuals develop and thrive in an ever-changing environment. Our cutting-edge technologies enable us to transform thoughts into tangible commodities with remarkable accuracy and efficiency.