AWS Startups Blog

Tag: FinTech

Machine Learning on Limit Order Book Data for Learning and Compliance

There are two key types of market participants; those who are trying to make money from the markets and those who are assigned to police those trying to make money. Examples of the former type include investment banks, hedge funds and asset managers, while examples of the latter includes in-house compliance, financial regulators and exchange surveillance teams.

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João Menano on Expanding Credit Opportunities with AI

James CEO João Menano on Expanding Credit Opportunities with AI

Assigning credit risk to people who apply for business loans, credit cards, and home mortgages has mostly been done by weighing some 10 or 20 attributes. Take those attributes—and we’re all familiar with some of the things that make our credit scores rise and fall, including timeliness of payments, debt to income ratio, and defaults—and crank them through your favorite logistic regression model or scorecard. The result is your assigned credit risk, and depending on the number, you either get your loan or you don’t.

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Enfuce Financial

Monika Liikamaa, CEO of Enfuce Financial Services: “Regulators are people too.”

Regulators are people too. That’s what Monika Liikamaa, CEO of Enfuce Financial Services, wants to remind other founders who complain about meeting the strict standards of financial services regulators. “You have to be able to understand their concerns,” she says. “People are people, and they just want to feel secure that if they give a person a ‘go,’ the person they say okay to knows what they’re doing.” With Enfuce, the first infrastructure payments platform to run banks and financial institutions in a public cloud, Liikamaa’s solution to navigating the compliance process is doing her homework. For more from Liikamaa, including how she decides what features Enfuce should build and how she sees the banking industry evolving, listen here.

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Starling Bank

Reinventing the Banking Model with Starling Bank

This week in AWS Startup Stories* we talked to Anne Boden, CEO and founder of Starling Bank – the new UK mobile-only current account built from scratch in the AWS Cloud. (If you are curious to learn more about their architecture, check out the latest video part of the series This is My Architecture, where […]

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