Introduction: Conversation state management is the foundation of building coherent, context-aware AI assistants. Without proper state management, every message is processed in isolation—the assistant forgets what was discussed moments ago, loses track of user preferences, and fails to maintain the thread of complex multi-turn conversations. Effective state management involves storing conversation history, extracting and persisting […]
Read more →Category: Technology Engineering
Technology Engineering
Query Understanding and Intent Detection: Building Smarter AI Interfaces
Introduction: Query understanding is the critical first step in building intelligent AI systems that respond appropriately to user requests. Before your system can retrieve relevant documents, call the right tools, or generate helpful responses, it needs to understand what the user actually wants. This involves intent classification (is this a question, command, or conversation?), entity […]
Read more →Certified–Professional Scrum Master-I(PSM-I)
Before I joined UnitedHealth Group as a Consultant in Jul 2010, I didn’t even hear about of Agile or Scrum.I have been working in an Agile environment for last 3 years and it was really interesting experience to develop high value applications and products using Scrum. I worked on few projects during the tenure as […]
Read more →Introducing you the “Martin Fowler” : The king of Software Development
Martin Fowler is an author and international speaker on software development, specializing in object-oriented analysis and design, UML, patterns, and agile software development methodologies, including extreme programming. Martin Fowler Fowler is a member of the Agile Alliance and helped create the Manifesto for Agile Software Development in 2001, along with more than 15 co-authors. He […]
Read more →Professional Scrum Development using Visual Studio 2010 – Links & Resources
Channel 9 – MSDN – Ken Schwaber and and Sam Guckenheimer: Professional Scrum Development Ken Schwaber, co-inventor of Scrum, and Sam Guckenheimer, Group Product Planner for Visual Studio discuss the Professional Scrum Developer (PSD) program around VS 2010. PSD includes a unique and intensive five-day experience for software developers. The course guides teams on […]
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