# Contributors
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 The following individuals and organizations contributed to this document: 
+  Muslim Abu-Taha, Senior OpenSearch Solutions Architect, EMEA, Amazon Web Services 
+  Shih-Yong Wang, Manager, Solutions Architecture, Amazon Web Services 
+  Ankush Agarwal, Solutions Architect II, Amazon Web Services 
+  Jun-Tin Yeh, Cloud Optimization Success Solutions Architect, Amazon Web Services 
+  Cedric Pelvet, Principal OpenSearch Solutions Architect, EMEA, Amazon Web Services 
+  Hajer Bouafif, Senior OpenSearch Solutions Architect, EMEA, Amazon Web Services 
+  Francisco Losada, OpenSearch Solutions Architect, EMEA, Amazon Web Services 
+  Bharav Patel, OpenSearch Solutions Architect, EMEA, Amazon Web Services 
+  Praveen Prasad, Senior Specialist Technical Account Manager, EMEA, Amazon Web Services 
+  Mahmoud Matouk, Principal Security Lead SA, Amazon Web Services 
+  Ryan Dsouza, Principal Guidance Lead SA, Amazon Web Services 
+  Arvind Raghunathan, Principal Operations Lead SA, Amazon Web Services 
+  Steven Arita, Cloud Optimization Success SA, Amazon Web Services 
+  Bruce Ross, Well-Architected Lens Leader, Amazon Web Services 
+  Stewart Matzek, Sr. Technical Writer,, Amazon Web Services 
+  Madhuri Srinivasan, Sr. Technical Writer, Amazon Web Services 
+  Matthew Wygant, Sr. TPM Guidance, Amazon Web Services