Explore gauge transformations in stochastic geometric mechanics through this 23-minute conference talk presented at GSI. Delve into the intricate relationship between stochastic processes and geometric mechanics, examining how gauge transformations impact the mathematical framework. Gain insights into the application of these concepts in various fields, including physics and engineering. Enhance your understanding of advanced mathematical techniques used to analyze complex systems with stochastic elements.