Simplify the data Pipeline. Try form complex views on Firebase itself

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The issue provides no files, tests, or implementation details; start by locating the current data pipeline and how Firebase is used. Clarify which complex views should move to Firebase and define the intended simplified flow before making changes. Done means the agreed views are formed in Firebase and the pipeline is demonstrably simplified.

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