Optimizing Additive Manufacturing with AI

Open
GigEfx Labs
Kanye, Southern District, Botswana
He / Him
Founder
(1)
4
Project
Academic experience
150 hours of work total
Learner
Anywhere
Intermediate level

Project scope

Categories
Data analysis Engineering project management Machine learning Artificial intelligence
Skills
additive manufacturing (3d printing) machine learning materials science data analysis forecasting artificial intelligence
Details

The project focuses on developing a machine learning AI model to optimize materials and processes in additive manufacturing. Additive manufacturing, or 3D printing, is revolutionizing production by allowing for complex designs and reduced material waste. However, optimizing the materials and processes involved is crucial for improving efficiency and product quality. The goal is to create a predictive model that can suggest optimal material compositions and process parameters, reducing trial-and-error in manufacturing. This project offers learners the chance to apply their knowledge of machine learning, data analysis, and materials science to a real-world problem. By working on this project, students will gain insights into the intersection of AI and manufacturing, preparing them for future roles in the industry.

Deliverables

The deliverables for this project include a functional machine learning model capable of predicting optimal materials and process parameters for additive manufacturing. Additionally, a comprehensive report detailing the model's development process, data used, and validation results will be required. A presentation summarizing the findings and demonstrating the model's application in a manufacturing scenario will also be part of the deliverables.

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.

Industry, innovation and infrastructure

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.