Enhanced Data Filtering for ESP Components

[mars1pial]

Problem/Need To Be Solved

Each project often requires unique data interpretation (e.g., converting voltage to temperature, pressure, etc.), making it crucial to have a feature that allows for custom data transformation rules to be applied, ensuring the sensor data is immediately useful and relevant to the project's objectives.

(Optional): Solution Suggestion

-Implement the ability to define data filters and transformation rules directly within the device's configuration file
-Develop a backend interface that allows users to dynamically create, modify, and apply data filters and transformation rules to devices without altering the physical device configuration or undergoing code recompilation.

Additional resources

Project involved using a current sensor to monitor energy consumption. The raw data from the sensor was in voltage, but the project needed the information in milliamperes (mA) for accurate reporting and analysis.