abstractive-summarisation

Using a deep learning model that takes advantage of LSTM and a custom Attention layer, we create an algorithm that is able to train on reviews and existent summaries to churn out and generate brand new summaries of its own.

adventofcode2021

btt-touchbar-presets

BetterTouchTool Touch Bar Presets

cat-dog-image-classification

Using a Convnet Model with 3-Block VGG Architecture to Classify Images of Dogs and Cats

covid-19-clustering

Analysis and clustering of some covid-19 datasets that i have found and scraped from online

crayoncasestudy

dengue-prediction

These codes are specific to Singapore. Given a dataset about dengue occurrences in Singapore, alongside data of a particular region's temperature and rainfall, we are to attempt to train a model that could predict dengue occurrences in the future, given just the rainfall and temperature as well.

disaster-tweets-kaggle

My attempt on the Disaster Tweet project on Kaggle.

drug-sentiment-analysis

This project was done under the NUS module DSA4262, of which it focuses on projects that center around medicine and healthcare.

esg-disclosure-analysis

Project for DSA4264's Public Policy and Society

extractive-summariser

This project aims to develop a script that could effectively summarise articles in the extractive sense

gene-annotation-and-prediction

This project deals with predicting the location of a gene in the human genome based off experimental data

hermione

A collection of NLP focused functions that supports my main projects

ihis-assessment

imda_ocr

OCR Task for IMDA AI Scientist Role

license-plate-reading-ocr

I attempt to create a model that is able to 'look' at picture of cars and return the text version of their number plate number.

model-on-flask

A project that allows me to showcase the applications of the models that I have done, or will ever do based on Flask's API

newssummary-telebot

A telegram bot that is able to extract the summary of news from Singapore's Straits Times.

noisydatacleaner

plate_recognition-lprnet

Tensorflow based. Use CNN and CTC loss. It is a light network for Plate Recognition

prudentialcasestudy

psa_data-analytics_business_challenge

This challenge was issues by PSA

pyreco

Python recommendation system that does not rely on C-ython

real-time-face-detection

Python code for real-time face detection using your computer's webcam

sg-accidents

shopee-hackathon

Codes and attempts at the problems given by Shopee

thailand-beverage-project

For this project, I did an analysis on the beverage market in Thailand, in the capacity of a data consultant, so as to recommend to an up-and-coming company on what insights they can derive based on the current state of the market to ensure the success of their budding business

titanic-kaggle

Code for the Kaggle Titanic Project

transhipment-logistics-simulation-model

Simulation of transhipment logistics between 2 different locations to ascertain its timeliness in arrival. This project was inspired by a Simulation Project that i worked on as a Capacity Planner and Analyst at PSA Singapore.