# Contributors
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 The following individuals contributed to this document: 
+  Adam Hatfield, Senior Solutions Architect, Amazon Web Services 
+  Brady Webb, Technical Account Manager, Amazon Web Services 
+  Bruce Ross – Senior Solutions Architect, Well-Architected Lens Leader, Amazon Web Services 
+  Caleb Cecil, Associate Solutions Architect, Amazon Web Services 
+  Carlos Perez, Cloud Optimization Success SA, Amazon Web Services 
+  Chase Herrington, ESL Technical Account Manager, Amazon Web Services. 
+  Chris Blackwell, Sr. Solutions Architect, Amazon Web Services 
+  Corey Ouderkirk, Sr. Technical Account Manager, Amazon Web Services 
+  Derek Villavicencio, Prototyping SA, Amazon Web Services 
+  Erik Ynigo Becerril, Senior Solutions Architect, Amazon Web Services 
+  Grzegorz Ochmanski, Sr. Solutions Architect, Amazon Web Services 
+  Hadrian Baron, Sr. Technical Account Manager, Amazon Web Services 
+  Ian Armbruster, Sr. Customer Solutions Manager, Amazon Web Services 
+  Jed Obray, Sr. Technical Account Manager, Amazon Web Services 
+  Khurram Khokhar, Sr. Technical Account Manager, Amazon Web Services 
+  Kyle Somers, Sr. Manager, Solutions Architecture, Amazon Web Services 
+  Madhuri Srinivasan, Senior Technical Writer, Well-Architected, Amazon Web Services 
+  Matthew Wygant, Sr. TPM Guidance, Well-Architected, Amazon Web Services 
+  Nataliya Godunok, Cloud Optimization Success SA, Amazon Web Services 
+  Nirav Doshi, Principal Solutions Architect, Amazon Web Services 
+  Olivia Liddell, Solutions Architect, Amazon Web Services 
+  Randy James, Principal Technical Account Manager, Amazon Web Services 
+  Reou Ando, Game Solutions Architect, Amazon Web Services 
+  Richard Raseley, Sr. Technical Account Manager, Amazon Web Services 
+  Sam Patzer, Senior Solutions Architect, Amazon Web Services 
+  Scott Selinger, Sr. Solutions Architect, Amazon Web Services 
+  Sean Allen, Sr. Solutions Architect, Amazon Web Services 
+  Serge Poueme, Senior Solutions Architect, Amazon Web Services 
+  Stewart Matzek, Senior Technical Writer, Well-Architected, Amazon Web Services 
+  Trenton Potgieter, Sr Solutions Architect AI/ML/Analytics, Amazon Web Services