Things I've built

Personal Projects

Projects I've worked on across various domains.

EEG Gaming and SSVEP Speech project

March — June 2022

EEG Gaming & SSVEP Speech

Built an EEG brain-computer interface to play Flappy Bird with alpha and beta waves, plus an SSVEP verbal communication system. Designed an analog signal circuit and Raspberry Pi processing pipeline.

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Naruto hand sign classifier

March — June 2022

Naruto Hand Sign Classifier

Created a TensorFlow hand-sign classifier using VGG16, MobileNetV2, and MediaPipe. Achieved 93.6% test accuracy and 83.3% on a live demo.

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Beat Slasher game

December 2020 — January 2021

Beat Slasher

Designed a mobile rhythm game in Unity and C#, including original sprites, scripts, prefabs, and collaborative version control.

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Parkinson's disease detector

January 2020 — January 2021

Parkinson's Disease Detector

Compared XGBoost, random forests, and convolutional neural networks in a Jupyter-based detection workflow, reaching 82.05% test accuracy.

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Pocket Piggy app

Hack the North · January 2021

Pocket Piggy

Conceptualized a children's budgeting app in Android Studio, built Java backend features, and designed the interface in Figma.

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Collaboration

Design Teams

Waterloo Biomechatronics

Waterloo Biomechatronics

Designed and constructed a 3D-printed prosthetic hand and helped with quality inspection and distribution.

Waterloo Data Science

Waterloo Data Science

Developed a sentiment-classification Android app and created its Figma prototype.

Waterloo Formula Electric

Waterloo Formula Electric

Updated the steering-wheel dashboard and designed vehicle parts in SolidWorks.