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Welcome to the "Enterprise Generative AI Well Architected Framework & Patterns" a comprehensive step by step guide designed for Enterprise IT Professionals to explore the cutting-edge world of generative artificial intelligence (AI) systems within the context of enterprise applications. When I decided to explore the Generative AI solutions, as a Solutions Architect I faced a lot of challenges, roadblocks and at the same time learned a lot while exploring many tools and technologies during the initial steps. My everyday learning and challenges pushed me to come up with generic well architected frameworks for my fellow IT professionals to build world class software to delight the Enterprise stakeholders following the existing common LLM integration and adoption pattern.
1. Gain insights into Generative AI and the Enterprise Architecture surrounding this ecosystem.
2. Learn the Well-Architected framework for designing and building Enterprise Generative AI solutions.
3. Identify various architectural patterns for Large Language Model (LLM) adoption.
4. Make informed decisions on whether to use Retrieval Augmented Generation (RAG) or fine-tuned LLM for your enterprise use case.
5. Acquire hands-on knowledge of Prompt Engineering, Embedding, and Vector databases.
I hope that "Enterprise Generative AI Well-Architected Framework & Patterns" will prove to be a valuable resource on your journey to unlock the potential of generative AI.
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Suvoraj Biswas
Suvoraj Biswas is a Subject Matter Expert and thought leader in the Enterprise GENERATIVE AI and it's Architecture & Governance. Professionally, he works as Solution Architect (Enterprise) at a prominent Fortune 500 financial corporation. With an extensive Enterprise IT background spanning over 19+ years in countries like India, United States and Canada, he has held architectural positions & DevOps/DevSecOps Consultant at renowned companies like Thomson Reuters and IBM.
Throughout his professional journey, he has amassed considerable expertise across diverse IT domains, specializing in the design of secure and scalable Enterprise systems, facilitating multi-Cloud adoption and migration, and driving digital transformation initiatives. He has overseen end-to-end solution development and the execution of large-scale Enterprise projects, leveraging advanced and specialized technologies including SAAS platform engineering, AWS cloud migration, Generative AI adoption & implementation and building smart IoT based platform.
