Large Language Model-Driven Math Assessment Content Development

Open
MyEdMaster LLC,
Leesburg, Virginia, United States
He / Him
President
(38)
4
Project
Academic experience
100 hours per learner
Learner
Anywhere
Advanced level

Project scope

Categories
Software development Machine learning Artificial intelligence Education
Skills
mathematics large language modeling generative artificial intelligence application programming interface (api) content development machine learning quality assessment artificial intelligence
Details

MyEdMaster LLC seeks to enhance its AI assessment tool by integrating advanced large language models to generate high-quality assessment content for mathematics. The goal is to create a robust set of questions and problems that accurately evaluate students' mastery of mathematical concepts. This project will allow learners to apply their understanding of large language models, AI, machine learning, and mathematics to develop content that is both challenging and educationally sound. The project involves analyzing existing large language models and programming them to create relevant mathematical assessment items to be integrated into our existing knowledge-based assessment tool.

Deliverables

The project deliverables include a program that takes as input a topic in K-12 mathematics and calls a large language model through its API and furnishes the LLM with the instructions necessary so that it can produce assessment items that measure factual, strategic, procedural and rationale knowledge for the learning objectives that are associated with the topic.

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
Quality education

About the company

Company
Leesburg, Virginia, United States
11 - 50 employees
Education, Technology, Hospital, health, wellness & medical
Representation
Small Business

MyEdMaster provides educational services and does software development for health and educational applications. We also conduct scientific research in these areas.