jaotheboss

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.

PyReco

Python recommendation system that does not rely on C-ython

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.

Cat-Dog-Image-Classification

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

NewsSummary-TeleBot

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

AdventofCode2021

btt-touchbar-presets

BetterTouchTool Touch Bar Presets

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.

Gene-Annotation-and-Prediction

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

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

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

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

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