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AWS for Software Companies Podcast

Ep044: Generative AI and the Future of Global Identity Verification

30 min • 2 juli 2024

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
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