Carmelo Iaria
Shekar Murthy
Free Lesson

From Coder to FDE: Building AI Systems That Ship

45 min
Sep 10, 2026 12:00 PM

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What you'll learn

Translate customer needs into shippable products

Turn ambiguous business problems into clear requirements, prototypes, and practical delivery plans.

Design AI systems for real-world deployment

Learn to scope and architect AI solutions around real customer workflows, constraints, and goals.

Deliver reliable AI solutions beyond the demo

Use evaluation, integration, and iteration practices to deliver reliable AI systems in production.

Why this topic matters

AI systems fail not because of model quality but because no one owns the hard translation between a customer’s messy reality and the product roadmap. Forward Deployed Engineers close that gap: they uncover hidden constraints, turn edge cases into design decisions, and create the feedback loops that make deployment—not the demo—the source of learning.

You'll learn from

Carmelo Iaria

Carmelo Iaria

Agentic Architect, Pearson SME, Startup Founder, 30 years of global experience

Cisco
Claro Brasil
Pearson
O'Reilly
Shekar Murthy

Shekar Murthy

Chief Delivery Officer, Lyzr AI

IBM
Concentrix
Yellow.ai
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