Detecting Alzheimer’s Patterns Using EEG Alpha Waves and Machine Learning

A machine learning tool that identifies early Alzheimer’s patterns in brain waves, helping shift diagnosis from late-stage treatment to early, and life-changing prevention.
Sarbat Sangeet

An initiative that reserves Canadian South Asian classical music by providing accessible education, therapeutic programming, and modern digital production for youth, elders, and underserved communities.
THAW

An affordable assistive communication system that allows people with ALS or paralysis to communicate using eye blinks, restoring independence, and providing reassurance to caregivers.
IndigoCircle

A tech-enabled platform connecting college students with trusted, interest-aligned mentors to foster safe connection, growth, and belonging.
Crescent Dual Agent System

A system that helps schools improve information accessibility and transform their websites into more engaging, user friendly digital spaces.
CareBotix in Motion: An Integrated Humanoid Robot for Caregiving Support of Older Adults

A 3D printed humanoid robot using advanced imitation learning and vision language action (VLA) models to enable older adults to age well and remain independent at home.
Melody Minds: Exploring AI-Assisted Creativity

A custom AI model working alongside Suno to transform curriculum content into songs, improving student engagement and knowledge retention.
Equilibrium

An AI-powered tool that equips teens to identify bias and misinformation in social media through interactive visuals, personalized reflections, and youth-centered features.
Perform for a Smile

A youth-led nonprofit that brings student performers into senior homes through weekly live arts programming, fostering connections and reducing social isolation among seniors.
Sustainability Metrics for Consumer Products Using Open-Source Data, Python and QR Code Technology

A consumer-focused system that translates agro-food sustainability data into clear, actionable insights for informed grocery purchasing decisions.