Passion project for Oslyn.io - a real time mobile app detecting chords for bands. Traditional mathematical chord detection does not work well for band music due to multiple instruments, vocals and improvised overtones. Exploration into audio feature analysis & training model. Ultimately another model was used for Oslyn's app, but memorable exploration.
Buit Using:
tensorflow, keras
Date:
July 2020
Category:
Machine Learning
News Headlines Generator
Exploration into text auto-encoder architecture. Currently just generates the same headline, but can be extended to have news article text as input, headline as output
Buit Using:
Pytorch, Numpy
Date:
April 2020
Category:
CNN on shoes
Exploration into image data processing, CNNs
Buit Using:
Pytorch, Numpy
Date:
March 2020
Category:
Word Prediction
Given a dataset and input sequence of 3 words, predict the next word. Exploration into multi-layer perceptron + word embeddings
Buit Using:
Pytorch, Numpy
Date:
February 2020
Category:
Perspective Control in architectural photography
Generative Adversarial Networks Model. Poster Exhibition for CS 6001, Applications of Machine Learning at National University of Singapore
Buit Using:
Pytorch, Keras
Date:
April 2018
Category:
Machine Learning
Face Reality
Web-application that transforms police sketches to photos to accurately identify and help track down criminals TavTech Hackathon audience favourite
Buit Using:
Pytorch, Keras, Flask
Date:
January 2018
Category:
Machine Learning
Github exploRepo
Search for Github Repos by Keyword or Author. View the breakdown of what language it is written in.
Buit Using:
HTML, CSS, Angular 1, Node
Date:
September 2016
Category:
Web Development
Ready?
Built to solve my teacher's frustration of not knowing when students were ready. Solution - teacher sends a ping and students reply when they are ready. Easy Peasy!
Buit Using:
Angular2, Socket.io.
Date:
May 2016
Category:
Web Development
Facebook Hackathon
Best All-rounded app for Facebook x Girls In Tech Hackathon (April 2016). Reinventing how Donations should be - transparent, interactive and meaningful.
Buit Using:
Angular 1, Firebase.
Date:
April 2016
Category:
Web Development
devHub API
Developed and consumed our own API to generate developer profiles based on github repo data. Calculate your language breakdown, total stars and commit activity.
Buit Using:
Node.js, Express, MongoDB, Mongoose, Github API
Date:
April 2016
Category:
Mad Gab Word Game
Take turns to decipher nonsensical sounding phrases! My first app after learning to code for 2 weeks.
Buit Using:
HTML, CSS, Sass, Javascript and Jquery.
Date:
February 2016
Category:
Web Development
Voice 4 Cancer
A site sharing stories of cancer patients & caregivers. To raise awareness of the emotional aspect of cancer and provide a platform for the community to share their journey. Obtained 5th placing at Singapore National Community Problem Solving Competition 2013.
Buit Using:
Weebly, didn't know how to code then.
Date:
March 2013
Category:
Web Development
Sure Can - Can Cover
Co-inventor of "Sure Can", a resealable beverage cover. Attained Tan Kah Kee Young Inventor's Commendation Award.
