This includes Big Data, Cloud environments, performance testing, and automation, which make her one of the most valuable assets in all the projects she undertakes.

Automation also plays a major role here. I have written Python scripts that trigger the events, test the data flow, and run various scenarios to ensure everything in the pipeline flows correctly.