Life Expectancy Prediction

Gained insight into the life expectancy for different Asian countries and the effect that different indicators (GDP per capita, GNI per capita, HDI) have had on Asian life expectancy in the past 30 years.

Spam Email Classification Model

Created ML and DL models which classify emails as spam or not spam. Includes Natural Language Processing, Machine Learning, and ANN and LSTM Deep Learning Models. Deployed the model as a Web Application using Streamlit.

Customer Churn Analysis

Explored and visualised customer demographics and telecom data, used several machine learning algorithms including logistic regression, decision trees and random forest. Included a simple ANN deep learning model.

Steam Video Games Recommendation System

Built a content and collaborative recommendation system for Steam video games.

Customer & Profit Dashboard

Designed a Tableau customer & profit dashboard visualising key sales data in an interactive format

Job & Salary Analysis for Indian Cities

Created a dashboard visualising industry, job and salary information for Indian cities

Visualising the impact of Covid-19 on the US Economy

Explored Covid-19, Consumer Price Index, and US stock market data. Discovered trends and gained insight into the effect each Covid-19 wave of infections and deaths, as well as the effect the vaccination rate had on different stock market indices, and indirectly the US economy.

Environmental Data Dashboard

Created a dashboard visualizing key environmental data of 19 countries on different continents, including C02 emissions data, electricity generation, export information, and other statistics