# Contributors
<a name="contributors"></a>

 The following individuals and organizations contributed to this document: 
+  Aaron Sempf, APJ Next-Gen Tech Lead, Amazon Web Services 
+  Abhijit Singh, TAM, Amazon Web Services 
+  Alessando Cere, Principl SA, Model Eval, Amazon Web Services 
+  Alex Podelko, Sr. Performance Engineer, Amazon Web Services 
+  Ana Echeverri, Technical BD, CAIT, Amazon Web Services 
+  Anand Komandooru, Principal Delivery Consultant, Amazon Web Services 
+  Andrew Kane, GenAI Security/Compliance Lead, Amazon Web Services 
+  Andrew Morrow, Principal Solutions Architect, Amazon Web Services 
+  Arun Nagpal, Sr TAM, Amazon Web Services 
+  Arvind Raghunathan, Principal Operations Lead SA, Amazon Web Services 
+  Asif Khan, Principal Solutions Architect, Amazon Web Services 
+  Benon Boyadjian, Global, PE Sr. SA, Amazon Web Services 
+  Bharathi Srinivasan, Gen AI Data Scientist, Amazon Web Services 
+  Bharathi Srinivasan, Generative AI Data Scientist, Amazon Web Services 
+  Bruno Pistone, Sr. WW Specialist SA, GenAI, Amazon Web Services 
+  Byron Arnao, Principal Technologist, Amazon Web Services 
+  Chaitra Mathur, Pr WW Spec SA, GenAI Ops, Amazon Web Services 
+  Cliff Donathan, Principal Technologist, AI, Amazon Web Services 
+  Dan Ferguson, Sr WW Specialist SA, GenAI, Amazon Web Services 
+  Denis Batalov, Tech Leader, ML and AI, Amazon Web Services 
+  Dhiraj Thakur, WW Infosys PSA, Amazon Web Services 
+  Dominic Murphy, Sr. Manager Solutions Architecture, Amazon Web Services 
+  Dominic Murphy, Sr. Mgr, Solutions Architecture, Amazon Web Services 
+  Dustin Liukkonen, Sr. Solutions Architect, Amazon Web Services 
+  Ganapathi Krishnamoorthi, Principal Specialist SA, GenAI/ML, Amazon Web Services 
+  Gopi Krishnamurthy, Sr. AI/ML Specialist SA AutoMfg, Amazon Web Services 
+  Haleh Najafzadeh, Sr. Manager, Cloud Optimization Success Guidance, Amazon Web Services 
+  Hrushi Gangur, Principal SA, Amazon Web Services 
+  Margaret O'Toole, WW Tech Leader, Sustainability, Amazon Web Services 
+  Huseyin Genc, Global, PE AI/ML Sr. SA, Amazon Web Services 
+  James Ferguson, Principal Solutions Architect, Amazon Web Services 
+  Jay Michael, Principal Guidance Lead SA, Amazon Web Services 
+  Jeff Runhow, Global, PE Sr. SA, Amazon Web Services 
+  Jonathan Jenkyn, Global Services Security, Amazon Web Services 
+  Laurie Kasper, Sr. Product Marketing Manager, Amazon Web Services 
+  Leonardo Granja, Global, PE Sr. Advisor, Amazon Web Services 
+  Mahmoud Matouk, Principal Security Lead SA, Amazon Web Services 
+  Manish Chugh, Principal Startup SA, Amazon Web Services 
+  Manish Chungh, Principal Startup SA, Amazon Web Services 
+  Marcel Pividal, Sr. AI Services SA, Amazon Web Services 
+  Margaret O'Toole, WW Tech Leader, Sustainability, Amazon Web Services 
+  Mark Keating, Principal Security SA, Amazon Web Services 
+  Matthew Nightingale, Sr. WW Specialist SA GenAI, Amazon Web Services 
+  Matthew Wygant, Sr. TPM Guidance, Amazon Web Services 
+  Mau Munoz, Principal Technologist, Amazon Web Services 
+  Max Ramsay, WW Leader, Pr. Technologists, Amazon Web Services 
+  Mia Mayer, Sr. Applied Scientist, Amazon Web Services 
+  Neelam Koshiya, Principal Applied AI Architect, Amazon Web Services 
+  Nick McCarthy, Sr. WW SSA, Model Cust, GenAI, Amazon Web Services 
+  Patrick Bradshaw, Global, PE Sr. SA, Amazon Web Services 
+  Paula Csatlos, Sr. Product Mgr, Technical, Infra. Perf Services, Amazon Web Services 
+  Paul Moran, Princ TAM (UK-PS), Amazon Web Services 
+  Piyush Bothra, PE Area Principal SA, Amazon Web Services 
+  Pranav Kumar, GenAI Labs Builder SA, Amazon Web Services 
+  Rachna Chadha, Principal Technologist, AI, Amazon Web Services 
+  Randy DeFauw, Sr. Principal SA, Amazon Web Services 
+  Riggs Goodman III, WW AI Security Principal PSA, Amazon Web Services 
+  Ryan Dsouza, Principal Guidance Lead SA, Amazon Web Services 
+  Ryan Moody, ESM, Amazon Web Services 
+  Sagar Khasnis, Sr. Builder SA-GenAI Solutions, Amazon Web Services 
+  Sam Mokhtari, Accelerated Compute ANZ Sales, Amazon Web Services 
+  Samantha Wylatowska, Solutions Architect, Amazon Web Services 
+  Sara Liu, Sr. TPM, Responsible AI, Amazon Web Services 
+  Shelbee Eigenbrode, Sr. Manager WW SSA Managed AI/ML, Amazon Web Services 
+  Shelbee Eigenbrode, Sr. Mgr., WW SSA Managed AI/ML, Amazon Web Services 
+  Shuja Sohrawardy, Sr. Mgr Generative AI Strategy, Amazon Web Services 
+  Sophie Hurlstone, Lens Lead Solutions Architect, Amazon Web Services 
+  Steven DeVries, Principal Solutions Architect, Amazon Web Services 
+  Stewart Matzek, Sr. Technical Writer, Amazon Web Services 
+  Tanner McRae, Sr. Applied AI Architect, Amazon Web Services 
+  Thomas Blood, Principal Solution Architect, Amazon Web Services 
+  Thomas Coombs, Principal TAM (Energy), Amazon Web Services 
+  Tomonori Shimomura, Principal ML Solutions Architect, Amazon Web Services 
+  Varun Rajan, Sr. Solutions Architect, Amazon Web Services 
+  William Rosa, Global, PE Sr. SA, Amazon Web Services 
+  Willie Lee, Sr. WW Specialist/TPM, Generative AI, Amazon Web Services