Episode 44
Ep044: Generative AI and the Future of Global Identity Verification
AWS for Software Companies Podcast · Nate Goyer
July 2, 202429m 45s
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Show Notes
We feature a conversation with Yuelin (李玥琳)Li, Chief Product Officer of Onfido and Phil Le-Brun - Enterprise Strategist, Amazon Web Services, about the pivotal role of AI, machine learning, and generative AI in fraud prevention and security in the identity verification industry.
Topics Include:
- Yuelin Li career journey
- Overview and mission of Onfido
- Use of AI and Machine Learning at Onfido
- Successes in reducing fraud with identity verification
- Challenges faced and overcome with Machine Learning
- Secure rapid iteration and constant experimentation
- Working with customers in highly regulated industries
- Hot topics and ethics with Generative AI
- Training, managing bias and maintaining accuracy of models
- Staying aligned with customers
- Skillets required, creating development paths for staff
- Creating a culture of learning in the organisation
- Deciding how to place bets on technology advances
- What excites Yuelin Li most about Generative AI
- Advice for other companies setting out on a similar journey
- Session wrap-up
Topics
cloud computing providersAWSAmazon.comcloud servicesamazoncloud computingcloud serviceAI#AWSforSoftwareGenerative AIAgentic AI