Contributors

The following individuals and organizations contributed to this document:

• Steven DeVries, Principal Solutions Architect, Amazon Web Services

• Gopi Krishnamurthy, Senior Solutions Architect, Amazon Web Services

• Haleh Najafzadeh, Principal Guidance Strategist, Amazon Web Services

• Venkat Devarajan, Senior Solutions Architect, Amazon Web Services

• Adam Weber, Senior Solutions Architect, Automotive, Amazon Web Services

• Benoit de Chateauvieux, Startup Solutions Architect, Amazon Web Services

• Dan Ferguson, Senior Worldwide Specialist SA, GenAI, Amazon Web Services

• Michael Hsieh, Principal AI/ML Specialist SA, WWSO BDSI, Amazon Web Services

• Ganapathi Krishnamoorthi, Principal Startup Solutions Architect, AI/ML, Amazon Web Services

• Neil Mackin, Principal ML Strategist, AWS Customer Engineering, Amazon Web Services

• Raj Pathak, Senior Solutions Architect, WWCS Geo Solutions Architecture, Amazon Web Services

• Ram Pathangi, Solutions Architect, WWCS Geo Solutions Architecture, Amazon Web Services

• Raju Patil, Data Scientist, AWS WWCO Professional Services, Amazon Web Services

• Eddie Pick, Manager, Startup Solutions Architect, Amazon Web Services

• Deepali Rajale, Specialist Technical Account Manager, AI/ML (Sp), AWS Enterprise Support, Amazon Web Services

• Brendan Sisson, Principal Solutions Architect, Amazon Web Services

• Dhiraj Thakur, Senior Solutions Architect, Amazon Web Services

• Pallavi Nargund, Principal Solutions Architect, Amazon Web Services

• Patrick Roberts, Senior Data Scientist, AWS WWCO Professional Services, Amazon Web Services

• Raju Penmatcha, Senior Solutions Architect, AI Platforms, Amazon Web Services

• Jess Clark, Principal Security Engineer, Identity and Access Management, Amazon Web Services

• Emily Soward, Data Scientist, AWS WWCO Professional Services, Amazon Web Services

• Amit Lulla, Senior Solutions Architect ISV, AWS WWCS Geo Solutions Architect, Amazon Web Services

• Giuseppe Angelo Porcelli, Principal ML Solutions Architect, AI Platforms, Amazon Web Services

• Shelbee Eigenbrode, Principal AI/ML Specialist Solutions Architect, AWS WWSO AI/ML, Amazon Web Services

• Phi Nguyen, Front End Developer, AWS WWCO Professional Services, Amazon Web Services

• Jeremy Sobek, Technical Curriculum Developer, AWS T&C Curriculum, Amazon Web Services

• Bruno Klein, Machine Learning Engineer, AWS WWCO Professional Services, Amazon Web Services

• Chris Boomhower, Machine Learning Engineer, AWS WWCO Professional Services, Amazon Web Services

• Matthew Wygant, Sr. TPM Guidance, Amazon Web Services

• Mohammad Arbabshirani, Sr. Data Scientist Manager, AWS WWCO Professional Services, Amazon Web Services

• Stewart Matzek, Sr. Technical Writer, Amazon Web Services