Posts by Miguel Martinez
Technical Walkthrough
Dec 08, 2021
Deep Learning vs Machine Learning Challenger Models for Default Risk with Explainability
This post details the credit default risk prediction with deep learning and machine learning models.
18 MIN READ
Technical Walkthrough
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
Sep 30, 2021
Accelerating Trustworthy AI for Credit Risk Management
On 21 April 2021, the EU Commission of the European Union issued a proposal for a regulation to harmonise the rules governing the design and marketing of AI…
12 MIN READ
Technical Walkthrough
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
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
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
