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.
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Posts by Miguel Martinez

Technical Walkthrough 0 Jan 13, 2022

Accelerating Trustworthy AI for Credit Risk Management

On April 21, 2021, the EU Commission of the European Union issued a proposal for a regulation to harmonize the rules governing the design and marketing of AI... 12 MIN READ
Technical Walkthrough 1 Dec 08, 2021

Deep Learning vs Machine Learning Challenger Models for Default Risk with Explainability

Data Scientists and Machine Learning Engineers often face the dilemma of “machine learning compared to deep learning” classifier usage for their business... 18 MIN READ
Technical Walkthrough 2 Sep 01, 2021

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

Introduction Efficient pipeline design is crucial for data scientists. When composing complex end-to-end workflows, you may choose from a wide variety of... 7 MIN READ
Technical Walkthrough 2 Aug 17, 2021

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

Efficient pipeline design is crucial for data scientists. When composing complex end-to-end workflows, you may choose from a wide variety of building blocks,... 6 MIN READ
Technical Walkthrough 2 Aug 09, 2021

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

Introduction Efficient pipeline design is crucial for data scientists. When composing complex end-to-end workflows, you may choose from a wide variety of... 10 MIN READ
Technical Walkthrough 1 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, and keep distributed... 18 MIN READ