Hello, I am Justin. Welcome to my website and check out my portfolio of projects below. Currently studying data science and searching for a role to apply my emerging skill set. Previously worked in the public service and searching for a career change into data analysis. I also have side interests in philosophy and physics.
Location: Brisbane, Australia
Data Science with Python 3
Social Distancing Policy Effects on Mobility of Australian Population During the Covid-19 Pandemic
A study of the effects of social distancing policy on mobility of the Australian population after the implementation of social distancing measures from the various state government during the covid-19 pandemic. The google mobilty dataset combined with data from the federal government was used.
Predicting Emotional Sentiment from Audio Using Machine Learning Techniques
This project was designed to predict emotional sentiment based on audio data. A range of techniques were applied from supervised classical and deep learning to unsupervised methods.
Schrödinger Equation vs Real Experimental Data (Ongoing Project)
Designed in my spare time as an ongoing project to compare real experimental data from the double split experiment with predicted data from the Schrödinger Equation. Includes data cleaning examples, data manipulation, data visualization and statistical methods to compare deviations from normalcy.
Data Science with SPSS
Effect of Minor Brightness and Contrast Changes on Facebook Advertising Cost Per Click
A project designed to test whether minor changes to brightness and contrast of images resulted in better Facebook advertisements. The idea was that lowering or increasing the contrast of the image to varying degrees might improve the effectiveness of the advertisement and therefore lower the cost. Includes examples of digital marketing knowledge, statistical methods such as hypothesis testing and experimental design.
Tools: Power BI/Tableau/Excel/Visualizations
Sales Budget Visualization in Power BI
Designed as part of a project to perform exploratory data analysis on sales data of artistic works. It involved cleaning data, correctly linking data and searching for trends using Power BI.
Additional Data Science Projects
Data Science Ultima Website (Ongoing Project)
A website that has information on data science and statistical related topics, but presents it in a language/technology agnostic manner. The idea is that with every concept the basic idea is presented and then how to implement it with different languages/software is given all on the same page, after which the concept is explored in more detail. Most websites seem to focus more on presenting specific cases, and sometimes give too thorough an explanation to start before giving the code.
Additional Random Projects
Kit XP Online Store
An online store that sells household items. Running it taught me a number of things such as running Facebook and Pinterest advertising campaigns and evaluating the data from those campaigns. I also managed small technological teams of contractors to complete various web development and graphic design tasks.
Data Science with R
Coming soon …
Data Science with SAS
Coming soon …