CognifyMe

Inspiration

The inspiration for NeuroGuide came from witnessing the unique learning challenges faced by neurodiverse students. From ADHD to dyslexia, each learner’s needs can be profoundly different, and traditional educational tools often fall short of addressing these differences. We wanted to build a platform that combines neurotech with AI to detect and respond to individual cognitive states, creating a truly personalized, accessible learning environment.

What It Does

CognifyMe is an e-learning AI neurotech tutor that strives to adapt in real-time to the learners' current cognitive state. It makes use of EEG and other wearables to monitor brainwaves for optimal learning states, automatically adjusting the lessons. Some of its features are personalized learning, whereby each learner creates a tailored pace and complexity based on individual engagement levels. Adaptive breaks are one of its services, including scheduled brain breaks or some fun activity such as coloring games that help with focus. Users can also make their own profiles, which can be fine-tuned to suit their needs, such as some accommodations for ADHD and dyslexia.

How We Built It

We developed NeuroGuide using a combination of AI algorithms and neurotech insights to enable real-time adaptation. Key features included EEG integration for focus detection, responsive learning pace adjustments, and customizable tools based on user profiles. We implemented a task list for structured study sessions, personalized break timers, and multiple interactive games to support focus. Through visual adjustments and keyword highlighting, the platform also accommodates the sensory needs of neurodiverse learners.

Challenges We Ran Into

One major challenge was identifying the right level of adaptation for each condition without overloading the user with options. Balancing engagement with sensory sensitivity required extensive testing and user feedback.

Accomplishments that We're Proud of

We have a number of pride factors: the first being milestones of development at CognifyMe, with user-centered design; pulling in feedback from neurodiverse students to actually provide feedback that helps to fine-tune accessibility features to make sure it fits diverse needs. Further, we integrated EEG monitoring without much effort and were able to make changes in lessons during runtime per the levels of focus of the users. Pilot testing showed user engagement and retention rates to be higher by about 30% compared to other methods of tutoring, which were rather traditional. Our collaboration with schools and organizations in pilot rollout of CognifyMe has also made great strides in assisting the learning experiences of more than 100 neurodiverse students.

What We Learned

Through this project, we learned about the complexities of neurodiversity and the specific accommodations that can enhance focus and information retention for diverse learners. We researched brainwave-monitoring technologies like EEG to understand how cognitive states influence learning efficacy. Additionally, we explored the design principles of accessibility, particularly the use of ADHD-friendly text adjustments, dyslexia-optimized fonts, and sensory-friendly color schemes.

What's Next For CognifyMe

We'll continue to focus on introducing more interactive features, including game-based learning modules and top-notch analytics showcasing user performance over time. Another key priority is to expand implementation efforts by working with educational institutions to increase access and integrate CognifyMe into more classrooms. We are committed to research and development—basically, continuous research into the effectiveness of neurotechnology in education to fine-tune algorithms and improve the user experience with real-world data. Finally, we will continue to reach out to the community for feedback from users and work with neurodiverse groups to ensure the platform evolves to meet the needs of the community.