Been a while but I wanted all to know I found the source of this issue and the solution. The problem was initiating the serial communication caused the arduino to reset. If serial communication started from the raspberry pi before the arduino reset the messages would be lost and would not recover. Putting a small delay before starting read/write reliably solved the problem.

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How to connect serial devices ?

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