Soham Dasgupta
Cloud Solution Architect @ Microsoft
Utrecht, The Netherlands
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I am a technology enthusiast working at Microsoft as a Solution Architect, with over 19 years of experience in software programming, designing, and architecture which includes on-prem, cloud-native applications, and web-based conversational application design.
Area of Expertise
Topics
AI Developer Odyssey: Navigating Use Cases, Models, and Technical Patterns
In today's fast-paced AI-World, new language models are being released almost daily, each claiming to be superior to the last. But how do you determine which one is best suited for your specific use case? How can you easily and freely compare them? What parameters should you consider, such as tokens per minute (TPM), latency, responsibleness, safety, and cost etc.? Moreover, how do you architect a system around these models? Are there established app design patterns? What about logging and monitoring?
These are valid questions that often go unanswered. Let me guide you through a developer's journey, from the selection of a language model to the design and production of AI applications. We'll also explore how to automate this journey with tests and evaluations.
Fantasy Football (Eredivisie): the Agentic way
Imagine joining a group of passionate football experts to predict league game scores and assemble a 15-player team each week. Intriguing, right? Well, I created AgenticAI to do just that. In this story, I'll share the best practices in Agentic architecture, communication, model selection for each agent, and scalable, secure cloud AI infrastructure. Plus, I'll explain how to expose this as an MCP server, allowing selective functionality exposure with RBAC, which isn't currently possible with MCP.
Join me on my journey of building AgenticSaaS, and discover my successes and, most importantly, my failures.
J-Fall 2022 Sessionize Event
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