Engineering & research profile

Dmitry Buykin

Maersk · 2026

Dmitry Buykin builds AI agent systems for shipping operations at Maersk. At AI Engineer World’s Fair 2026, he was its Applied AI Lead and a staff software engineer. His work turns operational knowledge into executable procedures with explicit prerequisites, tool calls, validation and recovery steps.

His background includes AI and machine-learning adoption at DataRobot and real-time financial systems. He emphasizes the refinement process around an agent: capture traces, work with process experts and convert corrections into changes that the system can execute and evaluate.

1 conference talk

AI Engineer World's Fair 202612:02

Tribal Dungeons of Global Shipping: AI Agents at Global Scale — Dmitry Buykin, Maersk

Dmitry Buykin describes turning shipping operations knowledge into procedures agents can execute safely. He emphasizes explicit process definitions, bounded execution, shared traces, expert feedback, and repeated executable corrections. The central argument is that reliability comes from the refinement system surrounding agents and the accumulated…

Dmitry Buykin

References

ai.engineer/talks/dQ-_i1tZiws-tribal-dungeons-global-shipping-ai-agents ↗