Creative Python Projects

Explore my showcase of innovative projects within different industries.

Healthcare

A non-profit organization advocates for pharmaceutical drug safety by independently evaluating the adverse effects of drugs. Several hypothesis tests using Python will determine the significance of adverse reactions and whether factors like age influence these reactions.

Entertainment

Cookie Cats, a popular mobile puzzle game by Tactile Entertainment, features a "connect three" style gameplay with singing cats. This project involves analyzing an A/B test where the first gate was moved from level 30 to level 40, focusing on the impact on player retention.

Finance

A financial analyst at a hedge fund is tasked with analyzing the profitability and leverage of companies from various industries. The goal is to determine if highly leveraged real estate companies are more profitable using analysis, computation, and visualization of financial ratios.

Banking

Machine learning is increasingly popular in the data-driven insurance market. For On the Road car insurance, the task is to investigate customer data to identify the feature that produces the most accurate logistic regression model for predicting whether a claim will be made against a policy.

Marketing

Data cleaning is a vital skill for data engineers, involving reading, modifying, splitting, and storing data. This project focuses on processing information about a bank's marketing campaigns by modifying values, adding new features, converting data types, and saving the cleaned data into multiple files.

Insurance

Commercial banks process numerous credit card applications, often needing to reject many. This project utilizes supervised machine learning techniques to automate the rejection process, creating an efficient and cost-effective solution for banks.