Siddhartha Biswas completed Amazon Robotics - Black-Friday Fleet Coordination
What Siddhartha demonstrated
Built an end-to-end warehouse robotics coordination prototype for Black Friday surge conditions: framed the operational bottleneck correctly, implemented optimal single-agent A* on a grid, extended it to centralized cooperative planning with vertex and edge reservations, and validated a realistic fleet policy with staggered charging and dispersed idle parking. The final simulation showed zero collisions and deadlocks while sustaining throughput, and the candidate translated that evidence into a concise pilot recommendation for operations leadership.
- Leakage-Free Multi-Agent Coordination
- Honest Simulation-Based Evaluation
- Operational Problem Framing
- Executive Decision Support
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