Currently tinkering with BCIs, whether that be researching SSVEPs to reconstruct our vision or understanding ML and deep learning algorithms to analyze braindata!
“The Human Eye as a Camera”: A Review of the SSVEP-based BCI Vision Capturing Technique
Understanding Phototransduction and how EEG-Based BCIs capture Vision
Bridging our Minds and Muscles: How BCI-FES rehabilitation systems can restore motor functionality
**MuseAI**
November 2025 - January 2026
With my research team under Mersivity UofT, we integrated a Flutter-based mobile application with Muse EEG headband. The application employs an unsupervised GMM model to personalize live arousal state categorizations. An AI mentor, powered by GPT-4o-mini with TTS feedback, provides personalized guidance during cognitive sessions.
Shoutouts to Professor Steve Mann, Alexander Vicol, Xiaoming Chen and Bingxuan Yang!
**Grande Mountain Lodge**
December 2025 - January 2026
Designed and engineered a custom, full-stack Property Management System (PMS) and website for Grande Mountain Lodge using React and Supabase. Developed robust backend logic for real-time guest lifecycle management, including automated check-in workflows, dynamic room status synchronization, and complex financial ledger tracking.
Shoutouts to Bingxuan Yang and the Grande Mountain Lodge (who implemented this webapp)!
**NatHacks**
November 2024
Developed MindMedVR, a personalized meditation device combining EEG and VR technology for frontline healthcare workers. Integrated real-time brainwave monitoring with an immersive VR environment to reduce occupational stress.
Shoutouts to Laksh Vadbheru, Jaeden Tran, Nicholas Huang, Nate Greco, and Bingxuan Yang!
https://www.youtube.com/watch?v=as4WvCXnFJc
MindMedVR: Personalized Meditation for Frontline Doctors
https://github.com/Nate-Greco/MindMedVR
**Samsung Consultation**
March - April 2025
I, along with two team members, believe that the key to fighting Alzheimers is in early detection. We proposed a new edition to the Samsung Galaxy Watch, Memora, for early Alzheimer’s detection.
Pitched to Samsung, and was selected as top five finalists.
Shoutouts to Sophia Mao and Bingxuan Yang!
10X-ing Melanoma Skin Cancer Detection May - June 2025
Melanoma is in fact known as the deadliest skin cancer. Current diagnosis methods are invasive, costly, and often require visits to specialists, making early detection inaccessible for many.
Hence, three team members and I proposed SkinSense+, a disposable, wearable patch that detects early biomarkers associated with melanoma.
Shoutouts to Sophia Mao, Olivia Cui and Bingxuan Yang!
https://www.youtube.com/watch?v=wyA81Bc2qnk&list=PL4ftiOqfSU8ibDEdlSkVZI0id_1uCpPRD
Team18_JuniorDesign_Presentation.pdf
https://www.youtube.com/watch?v=fhPjfXlXzQU
**IKEA Consultation**
March - April 2025
I, along with two team members, were researching how IKEA could improve the shopping experience for generation Z customers along with their families. We propose Kompass, a gamified and personalized app that all teenagers must have while shopping at IKEA.
Shoutouts to Qinkai Li and Bingxuan Yang!
**Tackling Calgary’s Water Crisis**
Summer 2024
My twin and I were very curious about the water crisis that happened in the summer of 2024. We discussed with industry experts on the issue of pipeline wear and explored two potential prevention solutions:
An InnoRepair Bot that conducts internal on-line steel repair
Graphene Concrete (Concretene) PCCP Pipelines
Shoutouts to my mentors—Jeff Bishop, Francois Bouchart, Rahil Koshnazar and Ali Teymouri—and my one and only twin, Bingxuan Yang!
Tackling Calgary’s Water Crisis
https://www.youtube.com/watch?v=5IWtMdidOQE&list=PL4ftiOqfSU8ibDEdlSkVZI0id_1uCpPRD&index=6