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Machine Learning

Serverless ML: Lessons from Capital One

Best practices for migrating an ML model to serverless for scalability and manageability.
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Areas of focus

AI/ML

Learn how we’re using AI/ML and data to change banking for good. 

Cloud

Discover best practices and lessons learned from our move to the public cloud.

Software engineering

Learn about the tech behind our solutions from our developers, machine learning engineers, product managers, data scientists and experience designers.

Open source

See how our open source-first approach to software development is part of our culture.

Featured blogs

Capital One’s Applied AI Research

Learn about how Capital One’s Applied AI Research is fueling the frontier of AI.

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Highlights from ICML 2024

Capital One’s AI research team recaps ICML 2024, including supervising and evaluating sophisticated LLMs.

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Tech careers

Feeling inspired? Come work with us

Come join our team of innovators and disruptors who are using technology to change banking for good.

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LATEST BLOG POSTS

software engineering

Serverless best practices & trends

video | November 14, 2024 | 8 min video

software engineering

Serverless observability

video | October 31, 2024 | 7:49 min video

software engineering

SECON 2024

article | October 23, 2024 | 3 min read

machine learning

ICML 2024 Highlights

article | October 16, 2024 | 5 min read

software engineering

Web NFC to authenticate

article | October 2, 2024 | 4 min read

machine learning

USC Stimulating STEM Program

article | September 24, 2024 | 3 min read

machine learning

NAACL 2024 Conference

article | September 12, 2024 | 2 min read

machine learning

2024 CAIRFI award recipients

article | August 20, 2024

machine learning

Serverless machine learning

video | August 8, 2024 | 7 min video