Hello, I'm Ashley Ooi, and welcome to my portfolio.

Here's some of the things that I've worked on.

October 8, 2023

https://github.com/itsashleyooi/Breast-Cancer-Diagnosis-Model

Web App

Breast Cancer Diagnosis Model

KerasTensorFlowFlaskPythonBootstrap

Features

Components

Homepage, AboutUs page, AboutModel Page, Error Messages, Results Page

Libraries

OpenCV, TensorFlow, Keras

Backend

Flask

Screenshot

September 17, 2023

https://github.com/itsashleyooi/Scatterplot_Visual_Animation

Visualization

Scatterplot Visualization Animation

PythonPandasImageIOPlotly

Features

Components

Animated Scatterplot visualisation to visualize the change of countries' population, life expectancy and fertility rate from 1950 to 2015

Data Source

Gapminder Foundation

Screenshot

February 1, 2023

https://public.tableau.com/app/profile/ashley.ooi/viz/asgn1_16613136151330/Dashboard

Visualization

Video Game Sales

TableauR programming

Features

Components

Interactive dashboard to observe the evolution of video games and its popularity for 35 years (1980 to 2015), aims to discover the changes in video game sales trends for different regions over the years as well as the genre popularity of games.

Data Source

Kaggle

Screenshot

November 1, 2022

https://github.com/itsashleyooi/AllAboutAlcoholandWine

Website

All About Alcohol and Wine

HTMLJavascriptCSSVega-Lite

Features

Components

Interactive Visualization, Scroll Up Button, Header, Footer

Data Source

Kaggle, ISCP, Our World in Data

Screenshot

May 27, 2022

https://github.com/itsashleyooi/Big-Data-Mgmt-Proc-App

Application

Big Data Management and Processing Application

KafkaSparkMongoDB

Features

Components

Processing Data Stream, Data Visualization (Streaming, Static)

Data Source

5 datasets provided by Monash University (hotspot_historic.csv, climate_historic.csv, hotspot_AQUA_streaming.csv, hotspot_TERRA_streaming.csv, climate_streaming.csv)

Screenshot