MY PROJECTS

To provide a tangible showcase of my work, I’ve included a portfolio of my most recent projects. Take a moment to explore below, and reach out if you’re interested in learning more about what I have to offer.

TIME SERIES ANALYSIS OF MUTTON PRODUCED IN AUSTRALIA

Australia is one of the largest exporters of red meat in the world. However, over the past two decades, the meat production has significantly reduced mostly due to the persisting dry conditions particularly in the interior regions of Australia. This report analyses the monthly production of mutton in Australia since 1972 and forecasts the amount of mutton that would be produced in the near future using time series analysis techniques.

PREDICTING BANK MARKETING OUTCOME FOR TERM DEPOSIT SUBSCRIPTION

In this study, we examine a bank telemarketing dataset. The data was from a previous marketing campaign run by a bank to promote term deposits to its clients. We try to predict whether or not a client would subscribe to a term deposit. Prediction was done with the help of various classification models. We explored a couple of these models and found out that a decision tree classifier with a test size of 0.50 provided the highest accuracy (87 percent) out of the other models employed in this study.

SALARY PREDICTION OF DATA SCIENCE JOBS

The objective of this analysis is to fit and compare 4 different models to predict the salaries offered by various
data science job positions using the data collected from job ads posted on Glassdoor by several US
companies.

SUPERMARKET PRICE WARS

This report contains a statistical analysis of the prices between Coles and Woolworths, two of Australia’s leading supermarket chains. This study is to assess which supermarket chain is cheaper than the other based on the mean of the prices of products available at both the supermarkets.

Projects: Projects