Building Production-Ready AI Agents: A Deep Dive into Compound AI Systems
Ready to banish the ghosts of theoretical AI and summon real enterprise value? Join us for a special Halloween edition of our Monthly AI Open House—where cutting-edge compound AI systems come to life.
This isn't another presentation full of empty promises dressed up in buzzwords. It's a hands-on technical deep dive with a practitioner who's been in the trenches, building production-ready agentic systems that deliver measurable business outcomes.
Move beyond theory and see compound AI systems and agentic frameworks in action. Our expert speaker will reveal the inside perspective on building real enterprise value from next-gen architectures—complete with live demonstrations, practical insights, and lessons learned from deploying agent-based solutions in real-world environments.
Whether you're evaluating agentic AI for your organization, struggling to move from prototype to production, or looking to understand when complexity is worth the investment, this session delivers the technical clarity and strategic perspective you need.
🎃 Meet Our Expert Speaker
🧙♂️ Eduard Maievskyi, Ph.D. | AI Engineer, MLOps Expert, Frameworks Innovator
A technical leader focused on implementing ML and AI solutions, modular automation, and scaling data teams. With hands-on experience in frameworks such as LlamaIndex, LangChain, and LangGraph, Eduard has delivered production-ready LLM-powered and agent-based solutions across organizations of all sizes—from startups to international banks.
Eduard leads teams through the complete lifecycle of AI implementation, specializing in architecting end-to-end ML/AI-powered applications, orchestrating large language models, multi-agent systems, and autonomous workflows. His expertise bridges the gap between backend ML engineering and real-world business impact, helping organizations navigate the complexity of modern agentic architectures.
LinkedIn: Eduard Maievskyi, Ph.D.
Agenda
🕐 2:00 – 2:10 PM | Welcome & Introduction
Meet the Celestial AI community and connect with fellow innovators exploring the evolving possibilities of agentic architectures. Costumes welcome but not required!
🕐 2:10 – 2:50 PM | Main Presentation & Live Demo: Compound AI in Production
🎤 Speaker: Eduard Maievskyi, Ph.D.
An immersive technical session featuring:
Framework Overview: Clear breakdown of agentic frameworks from LlamaIndex to LangGraph, with insights into MCP (Model Context Protocol) and A2A (Agent-to-Agent) protocols
Architecture Decision Points: Discover what distinguishes LLM-powered solutions from agentic and multi-agent architectures—get answers on when you need to embrace more complex systems
Live System Demonstration: Watch a practical agentic system come together in real-time, including LLM integration, agentic workflows, secure code agents, and ROI measurement tools
Production Insights: Framework selection strategies, debugging challenges, and battle-tested lessons from Eduard's production portfolio
Interactive Q&A: Ask questions throughout the demo and learn actionable tips for deploying AI agents in real business environments
🕞 2:50 – 3:10 PM | Deep Dive: When Simple Beats Complex (And Vice Versa)
Honest guidance on architectural decisions:
Red flags that indicate you're over-engineering (or under-engineering) your solution
Cost-benefit analysis of agentic systems vs. traditional LLM applications
Team readiness and technical debt considerations
Migration strategies from prototype to production-ready systems
🕞 3:10 – 3:30 PM | Open Forum & Networking
Your Toughest Questions Answered
Bring your real-world challenges and implementation roadblocks. Eduard will provide candid, technical advice based on hands-on enterprise experience. Connect with fellow practitioners, share insights, and continue the conversation over Halloween treats and refreshments.
💡 Why Attend?
This is your opportunity to learn from a practitioner who's successfully deployed agentic AI systems—complete with real budgets, real timelines, and real business outcomes. Walk away with practical knowledge you can apply immediately to your own AI initiatives.
🎯 Who Should Attend
Tech leaders, data scientists, solution architects, ML engineers, and business decision makers eager to deploy agent-powered AI workflows for real operational improvement.
🎟 Reserve Your Spot Now!
RSVP early to secure your place at this exclusive technical session. Limited seating available for an intimate, hands-on experience.
As a Dataiku partner and Microsoft Azure solutions provider, Celestial Systems enables enterprises to modernize their data infrastructure and accelerate AI/ML deployments with cutting-edge solutions.