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What Sudharsana demonstrated

Built an end-to-end warehouse robotics coordination solution for a Black-Friday-scale FC: framed the bottleneck as aisle congestion and dock contention, implemented optimal single-agent A*, extended it to centralized cooperative A* with vertex and edge reservations, and tuned charging/idle policies to sustain zero-collision throughput. The capstone simulation showed the chosen policy outperforming the naive baseline while keeping deadlocks at zero, and the executive pitch translated those results into a concrete single-zone pilot ask.

  • Leakage-Free Feature Engineering
  • Honest Model Evaluation
  • Centralized Multi-Agent Coordination
  • Executive Decision Framing

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