You are tasked with implementing a data cleansing process for a large dataset that contains customer information for a multinational corporation. The dataset includes fields such as customer ID, name, address, phone number, and email. Describe the steps you would take to ensure the data is clean, including how you would handle duplicate data, missing data, or null values, and how you would convert data types where necessary.