Nilanjan Mitra Thakur

Co-Founder @ Bluspark | Head of Technology
Bluspark

Bio

With a rich blend of expertise in technology innovation and a deep understanding of the logistics industry, Nilanjan stands as the Head of Technology at Bluspark. Nilanjan’s journey in the tech world is marked by a series of pioneering achievements and leadership roles.

Before joining Bluspark, Nilanjan achieved extensive experience working with leading technology firms, where he spearheaded various projects in software development, predictive analytics, and machine learning. His work has consistently focused on developing solutions that enhance efficiency and drive digital transformation in supply chain industries.

Revolutionizing Freight Allocation Management: Insights from Multi-Agent Reinforcement Learning

Freight allocation management poses significant challenges in today’s volatile logistics landscape. Managing freight rates and ensuring that shipping schedules are aligned are also challenging. This session introduces Multi-Agent Reinforcement Learning (MARL) as a transformative framework to optimize freight allocation. By modeling BCOs, carriers, and routes as agents interacting within a dynamic market, MARL offers scalable and adaptive solutions to tackle fluctuating rates, unpredictable space allocation, and external disruptions.

Attendees will learn:

The theoretical foundations of MARL and its application to freight logistics.
Practical steps for deploying the model, from simulation to real-world implementation.
Real-world examples showcasing MARL’s impact on cost-efficiency and reliability.
This session provides actionable insights for logistics professionals who aim to revolutionize freight allocation strategies and ensure resilience and efficiency in a competitive market.

Nilanjan Mitra Thakur

Co-Founder @ Bluspark | Head of TechnologyBluspark

Revolutionizing Freight Allocation Management: Insights from Multi-Agent Reinforcement Learning

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Co-Founder @ Bluspark | Head of Technology
Bluspark