Modelling Airbnbs Property Listing Dataset
A framework built to systematically train, tune, and evaluate models on several tasks that are tackled by the Airbnb team
Data Projects
Data Collection Pipeline
An implementation of an industry grade data collection pipeline that runs scalably in the cloud. It uses Python code to automatically control your browser and extract information from a website. The system conforms to industry best practices such as being containerised in Docker and running automated tests
Computer Vision Project
A game of rock, paper, scissors was created using teachablemachine.withgoogle.com to train a model based on several images, the game was then developed in python using the Tensorflow package to develop this image based model
Multinational Retail Data Centralisation
Data retrieval from multiple sources was then stored in a database schema within postgreSQL. The database was then queried to answer mutliple business scenario questions.
EDA of COVID-19 Dataset in SQL
Exploratory Data Analysis of a COVID-19 dataset in mySQL
Case Study: Fitness Tracker Data
This project involved data cleaning, data manipulation, data exploration and data analysis, all completed within R programming language.
Data Visualisation
Tableau Public Profile
Tabelau public profile containing mutliple tableau visualisations
Scientific Publications
Can Home-Based High Intensity Interval Training Improve Post Exercise Glycaemic Control in People with Type 1 Diabetes?
Thesis publication in support of Master of Phillosphy qualification investigating the effect of different home-based exercise modalities on blood glucose levels in people with type 1 diabetes
Use and Perception of Telemedicine in People with Type 1 Diabetes During the COVID-19 Pandemic: A 1 Year Follow-Up
Scientific publication investigating the impact of the COVID-19 pandemic on people with Type 1 Diabetes perceptions on telemedicine through an online survey
Development of a Novel Home-Based Exergame With On-Body Feedback: Usability Study
Scientific publication investigating usability and feasibility of a home-based exergame prototype. Findings used to implement an iterative design process to improve the product