Miguel Martinez

Miguel Martínez is a senior deep learning data scientist at NVIDIA, where he concentrates on RAPIDS and Merlin. Previously, he mentored students at Udacity's Artificial Intelligence Nanodegree. He has a strong background in financial services, mainly focused on payments and channels. As a constant and steadfast learner, Miguel is always up for new challenges.

Posts by Miguel Martinez

Technical Walkthrough 0 Sep 30, 2021

Accelerating Trustworthy AI for Credit Risk Management

As AI becomes prevalent, government agencies will be advocating for citizens for transparency on why financial entities make decisions about consumers. 12 MIN READ
Technical Walkthrough 0 Sep 01, 2021

Machine Learning Frameworks Interoperability, Part 3: Zero-Copy in Action using an E2E Pipeline

Part 3 of this series covers implementation of an end-to-end pipeline, demonstrating techniques for optimal data transfer across data science frameworks. 7 MIN READ
Technical Walkthrough 0 Aug 17, 2021

Machine Learning Frameworks Interoperability, Part 2: Data Loading and Data Transfer Bottlenecks

Part 2 of the Machine Learning Frameworks Interoperability series discusses bottlenecks occurring during data loading/transfers and how to mitigate them. 6 MIN READ
Technical Walkthrough 0 Aug 09, 2021

Machine Learning Frameworks Interoperability, Part 1: Memory Layouts and Memory Pools

Learn about the pros and cons of distinct memory layouts, as well as memory pools for asynchronous memory allocation to enable zero-copy functionality. 10 MIN READ
Technical Walkthrough 0 Jul 26, 2021

Accelerating Volkswagen Connected Car Data Pipelines 100x Faster with NVIDIA RAPIDS

Connected cars are vehicles that communicate with other vehicles using backend systems to enhance usability, enable convenient services… 18 MIN READ