Samantha

App Development & Projects

EM Touch App

EMTouch is an app that trains users to identify the emotions behind common facial expressions, with the goal of facilitating communication between autistic and neurotypical individuals.

iQuery Miner

Extension that tracks google searches for a certain topic and uses clustering to determine repeated keywords; organizes information to sort links by keywords in a user dashboard

Handwriting Classification

Handwritten digits are currently labeled as distinct labels, yet there are cases in which digits can be seen in two different ways. A website is used to collect user answers to ambiguous digits, creating a probability distribution to be used as training data for uncertain or fuzzy predictions to improve the accuracy of handwriting classification.

Astronomy App

App that informers users to special astronomical phenomena and enables astronomers to share their data and findings through an online platform

車安思危 – a Safe Navigation System

Map that takes in data of the frequency of accidents on certain roads or areas and gives routes to the user in order to avoid driving through these areas.

HI-Bike

Bike that warns users of dangerous biking habits and detects if the bike is in good shape to prevent accidents.