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.