What ISHMAM demonstrated

Built an end-to-end Amazon Robotics fleet-coordination prototype for Black Friday operations. The work framed the bottleneck as aisle congestion and dock contention, implemented A* plus centralized reservation-table cooperative planning with vertex and edge protections, chose staggered charging and dispersed idle parking, and validated the policy in simulation with zero collisions and a clear throughput trade-off before pitching a scoped FC pilot to leadership.

• Leakage-Free Multi-Agent Coordination
• Honest Simulator-Based Evaluation
• Operational Problem Framing
• Executive Decision Communication