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Building Agentic AI Pipelines with Kedro

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Kedro BuilderLangGraphClaude Code
Event artwork for Building Agentic AI Pipelines with Kedro

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About this event

What to expect

Discover how AI agents are transforming data and machine learning workflows at this PyData Ireland meetup in Dublin. This beginner-friendly session brings together practitioners to explore cutting-edge approaches to building and managing agentic AI pipelines, hosted in partnership with QuantumBlack, AI by McKinsey.

What You'll Learn

The evening features two complementary talks that bridge the gap between traditional ML workflows and modern agentic AI systems. First, you'll discover how Kedro Builder makes GenAI pipeline development accessible through visual, drag-and-drop interfaces—perfect for those who want to understand agent architectures before diving into complex code. Then, explore how production ML pipelines can be wrapped with MCP servers, enabling AI agents to orchestrate and manage workflows programmatically.

Talk 1: Building Agentic GenAI Pipelines with Kedro Builder by Jitendra Gundaniya (Senior Software Engineer, QuantumBlack) demonstrates how visual tools lower the barrier to entry for agentic pipeline development. You'll see live demonstrations of:

  • Creating LLM context nodes and connecting prompts with tools visually
  • Exporting working Kedro projects without hand-writing boilerplate
  • Understanding when visual builders help and when custom code is needed
  • Scaffolding pipeline structures that combine LLMs, prompts, and tools into functional agents

Talk 2: Let AI Agents Manage Your ML & Data Pipelines by Dmitry Sorokin (Senior Machine Learning Engineer II, QuantumBlack) explores the intersection of deterministic workflows and agentic flexibility. Learn practical patterns for:

  • Exposing existing data and ML pipelines through MCP servers
  • Enabling AI agents (LangGraph, Claude Code) to orchestrate production workflows
  • Combining the reliability of traditional frameworks with AI reasoning capabilities
  • Managing complex pipeline dependencies programmatically through agent interfaces

Who Should Attend

This meetup welcomes Python developers, data scientists, and ML engineers curious about agentic AI—from complete beginners to experienced practitioners. The first talk is explicitly beginner-friendly, providing visual learning ramps into GenAI pipeline concepts, while the second offers advanced architectural patterns for production environments.

Event Format

The evening begins at 5:30 PM with arrival and networking, followed by both presentations from 6:00 PM onwards. After

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