Edgar McOchieng
Armely, Data and AI engineer
Nairobi, Kenya
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I am Edgar Ochieng, a Data and AI Engineer at Armely. I have been deeply involved in designing and implementing AI agents for various organizations, helping them retrieve knowledge, automate workflows, and operate autonomously to enhance productivity.
I hold multiple Microsoft certifications, including:
AI-102: Designing and Implementing an Azure AI Solution
AI-900: Microsoft Azure AI Fundamentals
PL-900: Microsoft Power Platform Fundamentals
DP-600: Implementing Analytics Solutions Using Microsoft Fabric
I am passionate about using AI to empower people and communities. My work with Azure AI, Copilot Studio, Microsoft Fabric, and Power BI focuses on building solutions that create real impact while mentoring and teaching others to see what’s possible. At the core, I believe technology should always serve people first.
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Area of Expertise
Topics
Building Autonomous Agents for Work and Productivity
In this Session, we'll showcase the power of AI agents and illustrate how businesses can create personalized AI agents that access knowledge, execute tasks, automate operations, and function in real time.
We’ll break down the three core agentic capabilities
•	Retrieval  -Retrieve information from grounding data, respond to questions, summarize materials, and enable immediate knowledge access.
•	Task – Take Actions, automate workflows and streamline repetitive processes.
•	Autonomous - Handle duties independently, such as responding to emails, making judgments, and increasing efficiency.
We'll demonstrate how businesses may create tailored AI agents that transform productivity and decision-making using real-world use cases and a live demo. 
Bonus: Watch our previous AI demo https://youtu.be/cq6MRHQH5Ao?si=5DWuKydTb4etrz06
Building AI Agents for Document Intelligence: Summarizing & Securing Enterprise Knowledge
Organizations deal with vast amounts of legal, accounting, and company documents daily. What if an AI agent could quickly summarize large documents, extract key insights, and ensure secure access to sensitive data?
In this session, we will explore how to build personalized AI agents that connect to your data estate, including SharePoint, Dataverse, databases, websites etc. to transform how businesses retrieve and summarize information.
Key takeaways:
•	Building intelligent AI agents to summarize large, complex documents efficiently.
•	Connecting enterprise data sources (SharePoint, Dataverse, databases, and beyond) for real-time access.
•	Publishing your AI agent – Deploying across Microsoft Teams, websites, and other platforms.
•	Security & Compliance – Addressing oversharing, data loss prevention (DLP), and enterprise security concerns.
Bonus: Watch our previous AI demo: https://youtu.be/o2nmCWLcgOo?si=dEMnVp3V5i-IcwwN
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