Automotive Vibration Signal Analysis

Think Circuits was tasked with researching Machine Learning and Signal Processing algorithms to estimate important vehicle vibration parameters that need to be corrected. We advised on experimental design and implemented a powerful Python-based analysis pipeline to aggregate and summarize 20+ GB of test data as well as train and evaluate different machine learning models.

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