Faisal Shahdad serves as a Senior Consultant fr DevOps and MLOps within AWS Professional Services. He leverages his expertise to guide end-users on their cloud journey, ensuring they derive optimal value from the cloud and open-source tooling. He has been conducting sessions at various conferences such as Warsaw IT Days, GrafanaCon, and KubeCon. He is a strong advocate for integrating open-source tools into his designs