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TrueML Talks #33 | Fleet management using ML at Sennder
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Join us for the latest episode of True ML Talks, where Nikunj, CEO of True Foundry, hosts Luis, Senior Director of Machine Learning at Sennder. The discussion covers:
✅ Luis's transition from software engineering to spearheading AI initiatives in logistics.
✅ How Sennder uses AI to address inefficiencies in European logistics, focusing on route optimization and load matching.
✅ The structure of Sennder’s AI/ML teams and their approach to integrated, end-to-end model development and deployment.
✅ The technological infrastructure at Sennder, including the use of Kubernetes, BentoML, and Ray in their MLOps strategy.
✅ Future directions for AI in logistics at Sennder, particularly the exploration of generative AI for dynamic routing.
Tune in to gain insights into how AI is transforming the logistics industry.
______________________
Timestamps
00:58 Introduction
07:45 Problem Sennder is Solving
14:36 Deep-dive into ML Models
22:30 Tech Stack used by Luis
30:18 GenAI Use-Cases as Sennder
36:30 Books related to ML
______________________
ABOUT OUR GUEST:
Luis is the Senior Director of Machine Learning at Sennder, leading AI initiatives to transform the logistics industry. Starting with a background in software engineering, he moved into machine learning to develop solutions for operational efficiencies. At Sennder, Luis uses his expertise to address challenges in European logistics, applying advanced technologies for route optimization and load management. His leadership is key in integrating AI to streamline supply chain processes and reduce environmental impact.
ABOUT OUR CHANNEL
We already have a video series of TrueMLTalks in which we interview machine learning industry professionals from companies such as Gong, StichFix, SalesForce, Facebook, Simpl, and others. We provide an insightful understanding of their experiences managing complex ML pipelines and developing successful best practices, making it a valuable resource for professionals looking to stay current on the latest advances in the field. We’ll be covering more topics around ML, MLOps and the future of AI in general while showcasing the use cases of our platform in this journey.
Subscribe to our channel for more such content -
_____________________________________
ABOUT TRUEFOUNDRY
TrueFoundry is a cross-cloud machine learning deployment PaaS that enables enterprises to speed up model testing and deployment while maintaining full security and control for the Infra/DevSecOps team. We enable machine learning teams to deploy and monitor models in 15 minutes with 100% reliability and scalability, saving money and allowing models to be released into production faster, resulting in genuine business value. We deploy on the customer's infrastructure, taking data privacy and other security concerns into consideration.
✅ Luis's transition from software engineering to spearheading AI initiatives in logistics.
✅ How Sennder uses AI to address inefficiencies in European logistics, focusing on route optimization and load matching.
✅ The structure of Sennder’s AI/ML teams and their approach to integrated, end-to-end model development and deployment.
✅ The technological infrastructure at Sennder, including the use of Kubernetes, BentoML, and Ray in their MLOps strategy.
✅ Future directions for AI in logistics at Sennder, particularly the exploration of generative AI for dynamic routing.
Tune in to gain insights into how AI is transforming the logistics industry.
______________________
Timestamps
00:58 Introduction
07:45 Problem Sennder is Solving
14:36 Deep-dive into ML Models
22:30 Tech Stack used by Luis
30:18 GenAI Use-Cases as Sennder
36:30 Books related to ML
______________________
ABOUT OUR GUEST:
Luis is the Senior Director of Machine Learning at Sennder, leading AI initiatives to transform the logistics industry. Starting with a background in software engineering, he moved into machine learning to develop solutions for operational efficiencies. At Sennder, Luis uses his expertise to address challenges in European logistics, applying advanced technologies for route optimization and load management. His leadership is key in integrating AI to streamline supply chain processes and reduce environmental impact.
ABOUT OUR CHANNEL
We already have a video series of TrueMLTalks in which we interview machine learning industry professionals from companies such as Gong, StichFix, SalesForce, Facebook, Simpl, and others. We provide an insightful understanding of their experiences managing complex ML pipelines and developing successful best practices, making it a valuable resource for professionals looking to stay current on the latest advances in the field. We’ll be covering more topics around ML, MLOps and the future of AI in general while showcasing the use cases of our platform in this journey.
Subscribe to our channel for more such content -
_____________________________________
ABOUT TRUEFOUNDRY
TrueFoundry is a cross-cloud machine learning deployment PaaS that enables enterprises to speed up model testing and deployment while maintaining full security and control for the Infra/DevSecOps team. We enable machine learning teams to deploy and monitor models in 15 minutes with 100% reliability and scalability, saving money and allowing models to be released into production faster, resulting in genuine business value. We deploy on the customer's infrastructure, taking data privacy and other security concerns into consideration.
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