BrainBoost

Goals
The goal of this VIP team is to leverage generative AI to develop educational technologies that improve the learning experience of college students. These technologies will be focused on creating more equitable learning outcomes across diverse learners.
Issues Involved or Addressed
This vertically integrated project (VIP) aims to harness the transformative potential of Generative AI to enhance educational outcomes, specifically targeting the improvement of students’ self-directed learning capabilities and the enhancement of their higher-level cognitive skills. While Generative AI offers unparalleled prospects for facilitating rapid mastery of subjects, its undiscerning application risks fostering a dependency that could stifle educational growth and hinder the development of critical thinking and problem-solving skills. The VIP team will be dedicated to creating, implementing and testing Gen-AI tools thoughtfully designed to enrich the learning experience. By doing so, it seeks to empower students not just to consume information passively, but to engage actively with their learning processes, thereby promoting deeper understanding and the cultivation of essential autonomous learning strategies alongside cognitive advancement.
Partners/Sponsors
School of Computing Instruction (partner) and AI-ALOE (partner)
Methods and Technologies
- Large-language models
- Machine learning
- UI/UX design
- Analytics
- Data visualization
- Learning engineering
Majors Sought
Sciences: Applied Physiology, Neuroscience, Psychology
Preferred Interests and Preparation
The project covers a wide range of fields: (1) learning engineering; (2) human-computer interaction; (3) natural language processing; (4) machine learning; (5) artificial intelligence. Expertise in any of these fields will be advantageous to the project. Nonetheless, knowledge of software engineering and machine learning will be incredibly useful.
Advisors
Rodrigo Borela Valente
Rodrigo Borela Valente
rborelav@gatech.edu
Nimisha RoyCollege of Computingnroy9@gatech.edu
Melinda McDaniel
College of Computing
mcdaniel@cc.gatech.edu
Day, Time & Location
Full Team Meeting:
5:00-5:50 Wednesday
CCB 262
Subteam meetings scheduled after classes begin.