Explanation

Answer Example

I begin by identifying repetitive tasks that consume significant time, such as cleaning datasets or generating weekly reports. I use Python with libraries like Pandas and NumPy for data manipulation and schedule scripts using tools like Apache Airflow or cron jobs. In one project, I automated the process of merging daily sales data from multiple sources and generating summary reports. By writing a Python script and scheduling it to run daily, I saved the team 10 hours per week, allowing us to focus on more strategic analysis.