I really liked how the simulation mirrored a real-world engineering challenge. Writing the Python script to standardise conflicting IIoT telemetry data from Format 1 and Format 2 into a single unified JSON structure was highly satisfying. It gave me practical experience dealing with time-series data conversions and handling system encoding restrictions (like UTF-8) for international clients.

I liked that the simulation provided practical, real-world tasks rather than only theoretical questions. The coding task helped me understand data transformation, while the development task gave me experience in preparing a professional software development proposal. The tasks were well structured and helped me understand how technical solutions are approached in a professional environment.

I liked that the simulation provided practical, hands-on experience with real-world business tasks. It helped me develop my skills in data analysis, Tableau, Excel, and software development. The tasks were structured clearly and gave me an opportunity to understand how technology and data can be used to solve business problems.