Flask (Python) + HTML + CSS

Built a full-stack flask web app that predicts the user’s risk of lung cancer, implementing the Random Forest machine learning model on a dataset.

HTML + CSS + Bootstrap + Figma (wireframing)

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I built this website using HTML and CSS with an emphasis on minimalist, user-centered design. The site uses media queries and follows web design best practices to be fully responsive and look good on all devices.

React.js + Express + Node.js + Chart.js + MongoDB

Hack the North 2021: A MERN stack web app allowing users to recieve an estimated date for receiving the COVID-19 vaccine. Uses an algorithm to score users based on specifications in Ontario's COVID-19 Vaccination Update and rank them relative to others.

Arduino (C/C++) + Flutter + Hardware

Collaboratively made a music visualizer with Arduino + an accompanying flutter mobile app. Coded a recursive algorithm to trigger LEDs based on music and built the circuit of hardware components. The bluetooth-connected app provides an interface to modify presets (desired audio frequency band, brightness, and colour). Read more at the repo below:

Flask + SQLite + HTML + CSS

A web dashboard that links users with charities using the Charity Navigator REST API. Keeps track of donations with a SQLite database system with CRUD functionality.

Python + Java + Node.js

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Participated in Google's yearly contest, completing open source tasks for OPENWISP, Terasology, and Node.js