Building Agentic AI Solutions

Dhaval Shah

Agentic AI Architect

Senior Cloud Solution Architect designing autonomous, multi-agent systems with Azure AI Foundry, Semantic Kernel, and Copilot Studio — turning enterprise data into intelligent action.

  • Build multi-agent orchestration with Semantic Kernel & AutoGen
  • Design RAG pipelines with Azure AI Search & vector embeddings
  • Deploy Copilot Studio agents grounded in enterprise knowledge
  • Implement guardrails, evaluation & responsible AI practices
18+
Years Experience
10+
Years on Azure
13
Microsoft Certs
AI
Agentic & GenAI

Building Agentic AI
for the Enterprise

Architect of enterprise agentic AI systems with over 18 years of experience designing autonomous, multi-agent solutions that transform how organizations operate. I specialize in building AI agents using Azure AI Foundry, Semantic Kernel, and Copilot Studio—leveraging retrieval-augmented generation (RAG), tool-calling, function calling, and multi-agent orchestration to deliver intelligent, context-aware automation at scale.

My work spans the full AI solution lifecycle: from designing RAG pipelines with Azure AI Search and vector embeddings, to building multi-agent workflows where specialized agents collaborate on complex business processes—document analysis, data extraction, report generation, and autonomous task completion. I have delivered AI agents that reduced manual processing by 60%+ and enabled natural-language access to enterprise knowledge across 50K+ documents.

Beyond AI, I bring deep expertise in Azure cloud architecture, Microsoft 365, SharePoint Online, and Power Platform—building AI-enhanced intranet experiences using SPFx, Microsoft Graph API, and LLM integrations that deliver personalized, context-aware employee portals. As a technical leader, I drive enterprise intranet modernization, mentor engineering teams, and bridge the gap between AI innovation and business strategy.

Location
Greater Houston, TX
LinkedIn
Credly
GitHub

Skills & Technologies

Agentic AI & Intelligent Automation

Azure AI Foundry Azure OpenAI (GPT-4o) Copilot Studio Semantic Kernel AutoGen LangChain Prompt Engineering RAG Multi-Agent Orchestration Tool/Function Calling AI Builder Responsible AI

AI Agent Development

Agent Memory & State Tool Registration Guardrails & Content Safety Grounding & Citation Human-in-the-Loop Agent Observability & Tracing Vector Databases Embeddings & Chunking Agent Evaluation MCP / A2A Protocols

Azure Cloud Services

Azure Functions App Services Azure AI Search Azure AI Agent Service Azure Container Apps Logic Apps Managed Identities Key Vault Azure DevOps CI/CD API Management

Power Platform

Power Apps Power Automate Power BI Power Pages Dataverse Custom Connectors ALM & Governance DLP Policies

Microsoft 365 & SharePoint

SharePoint Online SPFx (React/TypeScript) Microsoft Graph API PnP Frameworks Intranet Modernization User Personalization Conditional Access Teams Enterprise Search AI-Enhanced Intranets

Development & Frameworks

Python C# / .NET TypeScript React Node.js REST APIs PowerShell SQL Server Docker

Architecture & Governance

Solution Architecture Cloud Adoption Security & Compliance CoE Monitoring Information Architecture Agile / CI-CD

Agentic AI Case Studies

AI-Powered Document Extraction & RAG Pipeline

End-to-end AI enrichment pipeline that extracts structured product data from unstructured PDF data sheets using Azure AI Search custom skills, Azure Functions, and GPT-4.1 — building a fully searchable RAG-enabled product catalog.

Azure AI Search Azure OpenAI (GPT-4.1) Azure Functions (.NET 8) Azure AI Foundry Custom Skills
View on GitHub

Azure AI Insight Hub — Centralized AI Platform

Enterprise AI platform with Azure API Management as an AI Gateway, multi-region Azure OpenAI load balancing, full observability via Application Insights, and a production-ready RAG pipeline — serving 1000+ internal users with governed LLM access.

Azure APIM (AI Gateway) Azure OpenAI Azure AI Search Bicep IaC Observability
View on GitHub

AI-Assisted Broker Portfolio Risk Review

Agentic workflow demo using the GitHub Copilot SDK — walks a broker through a 6-step portfolio risk review with tool invocation, multi-turn sessions, SSE streaming, and Azure OpenAI BYOM support.

GitHub Copilot SDK Azure OpenAI Tool Calling (6 Tools) React + Express TypeScript
View on GitHub

Integrate Real-Time Search in AI Solutions

Hands-on workshop demonstrating 5 approaches to integrate real-time web search into AI solutions — Bing Grounding via Agent Service, REST API, MCP, domain-filtered search, and streaming responses with citations.

Bing Grounding Azure AI Agent Service Model Context Protocol Python Bicep
View on GitHub

AI-Enhanced SharePoint Intranet — Intelligent Employee Portal

Modern enterprise intranet built on SharePoint Online with SPFx web parts powered by LLM integrations (Azure OpenAI / ChatGPT) — delivering AI-driven search, personalized content feeds via Microsoft Graph API, context-aware assistants, and conditional access-based UI rendering for 2000+ employees.

SPFx (React/TypeScript) Azure OpenAI Microsoft Graph API SharePoint Online Conditional Access PnP JS

Contoso AI Paints — Build Series

A 6-part end-to-end walkthrough: from Azure Functions scaffolding to a live RAG agent in Azure AI Foundry.

Microsoft Certifications

M365 Developer Associate badge

MS-600 · Building Applications and Solutions with Microsoft 365 Core Services

May 2021

Microsoft 365 Fundamentals badge

MS-900 · Microsoft 365 Fundamentals

May 2021

Teams Administrator Associate badge

MS-700 · Managing Microsoft Teams

May 2021

Power Platform App Maker badge

PL-100 · Microsoft Power Platform App Maker

May 2021

AZ-400 DevOps Solutions badge

AZ-400 · Designing and Implementing Microsoft DevOps Solutions

May 2021

Azure Administrator Associate badge

AZ-104 · Microsoft Azure Administrator

May 2021

Power Platform Fundamentals badge

PL-900 · Microsoft Power Platform Fundamentals

February 2020

AZ-301 Azure Architect Design badge

AZ-301 · Microsoft Azure Architect Design

December 2019

AZ-300 Azure Architect Technologies badge

AZ-300 · Microsoft Azure Architect Technologies

July 2019

Azure Fundamentals badge

AZ-900 · Microsoft Azure Fundamentals

March 2019

Exam 488 SharePoint 2013 badge

70-488 · Developing Microsoft SharePoint Server 2013 Core Solutions

July 2014

Professional Experience

Senior Cloud Solution Architect
Sep 2015 – Present
Houston, Texas
  • Architected multi-agent AI systems using Azure AI Foundry, Semantic Kernel, and Azure OpenAI for autonomous enterprise workflows—enabling intelligent document processing, knowledge retrieval, and automated decision-making.
  • Designed and deployed RAG pipelines with Azure AI Search, vector embeddings, and custom chunking strategies for domain-specific knowledge retrieval across 50K+ enterprise documents.
  • Built AI agents with tool-calling and function-calling capabilities integrating enterprise APIs, Dataverse, Microsoft Graph, and custom data sources for autonomous task completion.
  • Implemented agent evaluation frameworks including automated testing, prompt optimization, and human-in-the-loop validation to ensure accuracy, grounding, and responsible AI compliance.
  • Built multi-agent orchestration workflows where specialized agents collaborate on complex business processes—document analysis, data extraction, summarization, and report generation.
  • Built Copilot Studio copilots and AI agents integrating Microsoft Graph, custom actions, and enterprise data sources to automate business operations and enhance employee experience.
  • Designed and developed AI-powered SPFx web parts for SharePoint Online intranets—embedding LLM capabilities (Azure OpenAI, ChatGPT, Claude) to deliver intelligent search, context-aware content recommendations, and conversational assistants directly within employee portals.
  • Implemented personalized intranet experiences leveraging Microsoft Graph API for user context, conditional access policies, and dynamic content rendering based on role, department, and permissions—driving Phase 2 enterprise intranet modernization.
  • Delivered AI-assisted automation for business reporting and case documentation by combining Dataverse/Dynamics 365 data, Power Automate orchestration, and generative AI summarization.
  • Architected end-to-end Power Platform solutions using Power Apps, Power Automate, Power BI, Dataverse, and enterprise connectors to replace legacy systems and reduce operational overhead.
  • Designed cloud-native applications using Azure App Services, Azure Functions, managed identities, and event-driven patterns to support scalable, resilient enterprise workloads.
  • Led strategic engagements with senior leadership, defining cloud adoption roadmaps, governance models, and modernization strategies aligned to organizational priorities.
  • Defined governance, ALM patterns, compliance guardrails, and environment strategies for Power Platform, SharePoint, and Azure solutions.
AIG
Senior Intranet Developer
Jan 2016 – Jan 2019
Houston, Texas
  • Led the development and modernization of the enterprise SharePoint Online intranet platform across multiple AIG business units, delivering scalable, Phase 2 intranet capabilities aligned with business needs.
  • Guided a team of developers in delivering custom SharePoint applications, ensuring high-quality code delivery and on-time execution.
  • Designed modern team sites with enterprise search, CMS experiences, user-context personalization, employee directory, conditional access, and dynamic content components tailored to role and department.
  • Developed advanced SPFx web parts, extensions, and UI components using TypeScript, React, and PnP JS—integrating REST APIs, Power Apps, Power Automate, Azure services, and Power BI for dynamic, user-specific functionality.
  • Built secure API integrations using Microsoft Graph API for user profiles, permissions mapping, conditional access, and cross-system connectivity with external data sources.
  • Collaborated cross-functionally with UX designers, business analysts, and stakeholders to enhance UI/UX, ensuring intuitive and engaging employee-facing intranet tools.
  • Drove improvements in automation, usability, and system efficiency—reducing manual processes and delivering measurable gains in employee engagement and intranet adoption.
  • Worked within an Agile / CI-CD environment, participating in sprint planning, code reviews, and iterative releases.
Cardinal Health
SharePoint Developer
Jun 2016 – Jan 2017
Houston, Texas
  • Designed and developed custom SharePoint Online solutions including modern sites, permission models, and governance-ready structures.
  • Built responsive SPFx web parts and extensions using TypeScript, React, and PnP JS for enhanced intranet experiences.
  • Created end-to-end Power Apps solutions integrated with Dataverse and Microsoft 365 data sources to digitize business processes.
  • Developed dynamic Power BI dashboards connecting to SharePoint, Dataverse, SQL, and custom REST APIs for enterprise reporting.
  • Implemented ALM, governance, and security controls across Power Platform, including DLP policies and CoE monitoring.
Cognizant Technology Solutions
Technology Specialist
May 2014 – Jan 2016
  • Served as Technology Specialist within the SharePoint Practice, contributing to architecture design, solution frameworks, and technical standards.
  • Led a team of developers providing hands-on technical guidance, code reviews, task planning, and mentoring.
  • Designed Site Architecture, Information Architecture (IA), and Solution Architecture aligned with enterprise governance.
  • Built end-to-end solutions using C#, ASP.NET, .NET Framework, SharePoint 2010, Visual Studio, and SQL Server.
  • Led proposal efforts and RFP responses, performing requirement analysis, scope definition, estimation, and solution positioning.
Fifty Five and Five
Technical Writer
Mar 2015 – Feb 2016
  • Affiliated with the UK-based content writing and technology consulting company, creating technical content for technology companies.
  • Authored articles on Microsoft technologies including MVC, ASP.NET, SharePoint, Office 365, and current technology trends.
Deloitte Support Services
Senior Analyst / Technical Lead
Nov 2011 – May 2014
  • Served as Senior Developer and Technical Lead for Deloitte Integrated Global Search—an enterprise-scale knowledge retrieval and information mining platform built on SharePoint 2010 and FAST Search, a precursor to modern RAG architectures.
  • Led a distributed team of developers, driving technical direction, code quality, sprint planning, and collaboration with US-based stakeholders.
  • Built large-scale indexing, crawling, and content ingestion pipelines for SharePoint and non-SharePoint content sources—establishing patterns now foundational to modern vector-based retrieval systems.
  • Developed a Content Enrichment Service (CES) to enhance metadata, improve search relevance and ranking—analogous to modern embedding enrichment and chunking strategies in RAG pipelines.
  • Provided stable go-live and production support, ensuring reliability and continuous improvement of the global search platform.
Infosys Technologies Limited
Senior Systems Engineer
Jan 2008 – Nov 2011
  • Built SharePoint/.NET-based Supply Chain Management products, delivering core features using SharePoint, ASP.NET, SQL Server, and PerformancePoint dashboards with KPIs.
  • Developed a rich, lightweight product version using Silverlight and custom APIs to modernize UI/UX and enhance application performance.
  • Built real-time e-Alerts functionality using Java, Struts, Hibernate, GPS data, and Google Maps APIs for live trip metrics and operational visibility.

Academic Background

Bachelor of Technology — Computer Science

Nirma University, Ahmedabad

2004 – 2008  |  7.3 CPI

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