The AI Cloud Infrastructure Blueprint : Practical Designs and Configurations for Scalable AI

This book offers a comprehensive, practice-driven guide to designing and managing robust AI cloud infrastructure systems for real-world applications.

As enterprises continue to adopt AI to enhance automation, decision-making, and customer engagement, there is a growing demand for cloud-native architectures that can scale with increasing data volumes, support model training, ensure operational efficiency, and meet stringent security and governance requirements. This book addresses that demand by equipping readers with the foundational knowledge and advanced strategies needed to build, deploy, and maintain AI systems on modern cloud platforms. What makes this book unique is its end-to-end perspective, which goes beyond traditional AI model development. It covers key pillars such as hybrid and multi-cloud strategies, container orchestration, serverless computing, edge AI deployment, AI governance, cost optimization, and sustainable computing, all framed around the AI model lifecycle. Readers will gain practical insights through architectural diagrams, platform comparisons (AWS, Azure, GCP), and use cases across healthcare, finance, and manufacturing. It also explores the integration of AutoML, MLOps, quantum computing, and green AI within cloud ecosystems. This book fills a critical gap by merging cloud infrastructure engineering with AI-specific challenges, offering a rare blend of systems thinking and AI expertise.

Targeted toward architects, data scientists, DevOps engineers, cloud professionals, and graduate students, it serves as both a reference guide and a strategic roadmap for building future-ready AI systems in the cloud.

Sairohith Thummarakoti is a lead architect, researcher, and multi-book author with expertise in Pega Business Process Management (BPM), AI-powered cloud infrastructure, engineering excellence, and enterprise technology. With over a decade of experience, he designs scalable, intelligent systems that power automation, decision support, and digital modernization across complex organizational environments.

His core work focuses on intelligent workflow design, multi-cloud optimization, and the integration of AI with cloud-native services. He has led initiatives using low-code platforms like Pega to streamline claims automation, modernize core business processes, and strengthen real-time analytics and infrastructure resilience.

Sairohith has authored several books on AI, cloud architecture, and digital transformation and holds patents in AI-based data optimization and cloud systems engineering. His research appears in respected journals and conferences, covering topics such as cloud-native development, intelligent automation, and enterprise platform modernization.

He has reviewed more than 300 manuscripts for leading IEEE and Springer venues and regularly serves as a session chair and technical committee member. As the Founding Chair of the IEEE Computer Society―Columbia Section, he has led workshops, organized speaker sessions, and built a vibrant local chapter focused on emerging technologies.

Sairohith is also a passionate educator and mentor. He has delivered invited talks at international conferences and serves as a guest lecturer and speaker for universities and professional events. He actively supports Faculty Development Programs (FDPs), training academic and industry professionals on cutting-edge topics such as AI in healthcare, intelligent automation, and cloud infrastructure.

His work bridges academic research, industry application, and professional education, empowering the next generation of engineers and architects to build systems that are not just technically sound but truly impactful.

Santosh Kumar Vududala is a globally recognized ETL QA Lead, Automation Strategist, and AI/ML Specialist with over 17 years of experience delivering transformative digital solutions across finance, insurance, capital markets, and compliance ecosystems. A champion of innovation in intelligent automation, Santosh combines deep domain expertise with emerging technologies to modernize enterprise data, enhance operational resilience, and reduce regulatory risk.

His professional journey spans the design and deployment of advanced AI/ML-powered testing frameworks, cloud-native data validation platforms, and compliance-first automation pipelines. Santosh has delivered projects involving Automation Anywhere, Blue Prism, Tosca, Informatica, IICS, Workday, Snowflake, Oracle, and EDM, with hands-on implementation of AI models and intelligent RPA in enterprise systems.

Santosh has played critical roles in high-stakes initiatives, including cloud migration from Oracle to Snowflake, AML monitoring systems using Actimize and Mantas, and AI-enhanced metadata transformation using EDM and DRM. His work has significantly improved fraud detection workflows, process transparency, and decision intelligence in Fortune 500 financial institutions.

In addition to his technical mastery, Santosh has served as a reviewer for international journals and conferences where he has reviewed over a dozen scholarly papers. His contributions to automation research and AI integration are well documented in academic publications such as Transforming Metadata Systems through EDM Integration.

His accolades include:

• Outstanding Technical/Digital Innovation Award―Asia Research Awards
• Global Tech Hero Award―for cross-continental digital impact
• Automation Anywhere BotGames 2021―2nd Place out of 1500+ participants
• Asian African Iconic Award―for excellence in enterprise AI innovation

With certifications in Scrum, ISTQB, Tosca, RPA, and memberships in IEEE Senior Membership, ACM, and SCRS, Santosh continues to influence the intersection of AI, automation, compliance, and cloud ecosystems. His forward-thinking vision and practical experience make him a trailblazer in the digital transformation of mission-critical sectors.

Bhanuprakash Madupati is an acclaimed author, technology leader, innovator, speaker, reviewer, and mentor with over a decade of experience shaping the future of AI, machine learning, and digital transformation. He has authored a few books and published over 30 peer-reviewed research papers in leading journals, making significant contributions to fields such as artificial intelligence, cybersecurity, cloud computing, and data science.

Bhanuprakash holds several patents in the fields of artificial intelligence and machine learning, demonstrating his deep commitment to driving innovation in technology. His expertise in creating cutting-edge solutions has led to numerous advancements in AI, which continue to influence the landscape of modern technology.

With a dual master’s degree in computer science and information technology management, Bhanuprakash has demonstrated exceptional leadership in delivering secure, scalable, and AI-powered solutions across diverse industries, including healthcare, finance, aviation, and government sectors. His expertise lies in bridging theoretical knowledge with practical, real-world applications, ensuring that technology delivers tangible benefits to organizations and communities.

A sought-after speaker, Bhanuprakash has presented at renowned conferences such as WCSC, ICCI, and STAI, where he has shared his insights on the future of AI and the ethical implications of technology. In addition to his speaking engagements, he is an active mentor, guiding emerging technologists and fostering the next generation of leaders in the tech industry.

As a peer reviewer for respected journals under Springer and IEEE, Bhanuprakash upholds academic standards while providing valuable feedback to researchers and practitioners. He is also frequently invited to serve on numerous hackathons and international award panels, helping to identify and support groundbreaking innovations.

A Senior Member of IEEE, a Full Member of Sigma Xi, and a Fellow of the British Computer Society (FBCS), Bhanuprakash’s contributions to the tech industry have earned him recognition as a thought leader and trailblazer in the field.

Dr. Keshav Kaushik is a distinguished cybersecurity and digital forensics expert, currently serving as Associate Professor at the Sharda School of Computer Science & Engineering, Sharda University, Greater Noida, India. A key member of the Cybersecurity Centre of Excellence, he has been instrumental in advancing research and education in cybersecurity, AI-driven security solutions, and digital forensics. Recognized among the World’s Top 2% Scientists by Stanford University and Elsevier (2024), he has made significant contributions to academia and research. His academic journey includes a prestigious faculty internship at IIT Ropar during the Summer Faculty Research Fellow Programme 2016, demonstrating his commitment to continuous learning. With over 150 publications, including 25 peer-reviewed SCI/SCIE/Scopus-indexed journal articles and 50+ Scopus-indexed conference papers, he has established himself as a leading researcher. Additionally, he has authored 30 books and 25 book chapters, reinforcing his expertise in cybersecurity and digital forensics. An innovator in his field, Dr. Kaushik holds one granted patent, six published patents, and five granted copyrights. His editorial leadership includes serving as Guest Editor for the IEEE Journal of Biomedical and Health Informatics (SCIE, IF: 7.7) and Associate Editor for journals such as IECE Transactions on Emerging Trends in Network Systems, IECE Transactions on Sustainable Computing, International Journal of Sensors, Wireless Communications and Control (Scopus-indexed, Bentham Science), and International Journal of Information Security and Privacy (IJISP, ESCI, Scopus-indexed). He is also an Editorial Board Member of Springer’s International Cybersecurity Law Review. Dr. Kaushik is a Certified Ethical Hacker (CEH v11), CQI & IRCA Certified ISO/IEC 27001:2013 Lead Auditor, Quick Heal Academy Certified Cyber Security Professional (QCSP), and IBM Cybersecurity Analyst, further validating his expertise. He is a Vice-Chairperson of the Meerut ACM Professional Chapter, an appointed Bentham Ambassador by Bentham Science Publishers, and a member of the International Association of Engineers (IAENG). A dynamic speaker and mentor, he has delivered over 50 national and international talks on cybersecurity, AI security, and digital forensics. His mentorship was recognized in the Smart India Hackathon 2017, earning appreciation from AICTE, MHRD, and ISRO. He has also contributed to cybercrime investigation training and has been honored by the Uttarakhand Police for his efforts in cybersecurity education. A two-time GATE qualifier with a 96.07 percentile (2012 and 2016), he continues to drive impactful research, innovation, and education in cybersecurity, making significant contributions to academia and the industry.