Projects
Classifications of Soundscapes with Deep Learning Algorithm
Implemented convolutional neural network (CNN) architecture as a predictive model for soundscape affective responses.
Convolutional Neural NetworksAudio Analysis
Video Summarisation in Surveillance and Security Systems
Experimented with existing convolutional neural networks on human activity recognition (HAR) with Tensorflow/Keras.
Human Activity RecognitionConvolutional Neural Networks
Emissions from Rare-Earth (RE) Ions by the Energy Transfer from ZnO Nanocrystals Embedded in SiO2 Film
Proposed a new method of predicting the concentrations of Europium and Terbium ions needed for photoluminescence of white light with the use of MATLAB.
PhotoluminiscenceMATLAB
NUS Fintech Month 2022 Blockchain Hackathon
Proposed the creation of a decentralized NFT marketplace that provides the gateway to create universal NFTs that can exist across multiple-chains.
Decentralized NFT MarketPlaceMultiple Chains
Payroll Automation with Telegram Bot
Created a simple telegram bot as a personal project to keep track of the payroll.
PythonTelegram BotAmazon EC2MySQL