Tech Lead Journal

#16 - Responsible AI and Building Trust in AI - Liu Feng-Yuan


Listen Later

“Having the conversation within the business, the data science teams, and the technology teams about what problems are you trying to solve? What can AI do with the data that you have? Sometimes business comes with a lot of problems that are like science-fiction."

Feng-Yuan is the co-founder and CEO of BasisAI, a Singapore-headquartered augmented intelligence software company that helps data-driven enterprises deploy AI responsibly. He has a vast experience in the tech sector, working with the Land Transport Authority Singapore to make public transport more efficient; and with GovTech pushing data initiatives for Singapore’s Smart Nation projects.

In this episode, I talked to Feng-Yuan about responsible AI and how to build trust in artificial intelligence, including the possibilities, challenges and dangers that AI and ML offer to businesses. We began by talking about his company, BasisAI, which offers bespoke AI solutions that are built responsibly. Feng-Yuan explained why it’s important to differentiate between what is interesting and what is useful when it comes to AI trends. We also spoke at length about deepfake, the dangers that come with it, and how to prevent such instances. At the end, Feng-Yuan also shares some wisdom about effective communication in the age of AI and ML.

Listen out for:

  • BasisAI - [00:04:48]
  • Feng-Yuan’s career journey - [00:06:23]
  • Feng-Yuan’s interesting projects at GovTech - [00:11:57]
  • The fear of AI/ML - [00:17:29]
  • AI/ML current trends & challenges - [00:20:15]
  • The danger of AI/ML - [00:23:07]
  • Responsible AI - [00:25:00]
  • Explainable AI - [00:28:24]
  • Challenges for implementing AI - [00:30:14]
  • Managing expectations for AI projects - [00:33:12]
  • Productionizing AI - [00:35:07]
  • Role of ML engineers in product team - [00:38:31]
  • Data Scientist and ML Engineer - [00:41:03]
  • Hyper-personalized AI - [00:43:16]
  • 3 Tech Lead Wisdom - [00:45:50]
  • _____

    Liu Feng-Yuan’s Bio

    Feng-Yuan Liu is the co-founder and CEO of BasisAI, a Singapore-headquartered augmented intelligence software company that helps data-driven enterprises deploy AI responsibly. In his previous capacity, he was responsible for leading and driving Smart Nation data initiatives for the Singapore government, including setting up and growing the data science and AI capabilities within GovTech.

    Follow Feng-Yuan:

    • LinkedIn – https://www.linkedin.com/in/feng-yuan-liu-9b09aa42/
    • Twitter – https://twitter.com/fengyuanliu
    • Follow BasisAI:

      • Website – https://basis-ai.com
      • LinkedIn – https://www.linkedin.com/company/basis-ai/
      • Twitter – https://twitter.com/basis_ai
      • Instagram – https://www.instagram.com/basisai/

      • Our Sponsors

        Are you a startup in software development which is less than 5 years old?

        If yes, our sponsor at JetBrains has a 50% startup discount offer which allows Startups to purchase multiple products and subscriptions for up to 10 unique licenses over a period of months.
        To find out more, go to https://www.jetbrains.com/store/startups.


        Like this episode?

        Subscribe on your favorite podcast app and submit your feedback.
        Follow @techleadjournal on LinkedIn, Twitter, and Instagram.
        Pledge your support by becoming a patron.
        For more info about the episode (including quotes and transcript), visit techleadjournal.dev/episodes/16.

        ...more
        View all episodesView all episodes
        Download on the App Store

        Tech Lead JournalBy Henry Suryawirawan

        • 4.7
        • 4.7
        • 4.7
        • 4.7
        • 4.7

        4.7

        12 ratings


        More shows like Tech Lead Journal

        View all
        Hanselminutes with Scott Hanselman by Scott Hanselman

        Hanselminutes with Scott Hanselman

        379 Listeners

        Software Engineering Radio by se-radio@computer.org

        Software Engineering Radio

        273 Listeners

        .NET Rocks! by Carl Franklin and Richard Campbell

        .NET Rocks!

        244 Listeners

        The Changelog: Software Development, Open Source by Changelog Media

        The Changelog: Software Development, Open Source

        288 Listeners

        The Cloudcast by Massive Studios

        The Cloudcast

        155 Listeners

        Thoughtworks Technology Podcast by Thoughtworks

        Thoughtworks Technology Podcast

        42 Listeners

        Software Engineering Daily by Software Engineering Daily

        Software Engineering Daily

        625 Listeners

        Soft Skills Engineering by Jamison Dance and Dave Smith

        Soft Skills Engineering

        284 Listeners

        AWS Podcast by Amazon Web Services

        AWS Podcast

        206 Listeners

        Syntax - Tasty Web Development Treats by Wes Bos & Scott Tolinski - Full Stack JavaScript Web Developers

        Syntax - Tasty Web Development Treats

        983 Listeners

        CoRecursive: Coding Stories by Adam Gordon Bell - Software Developer

        CoRecursive: Coding Stories

        188 Listeners

        Kubernetes Podcast from Google by Abdel Sghiouar, Kaslin Fields

        Kubernetes Podcast from Google

        182 Listeners

        Practical AI by Practical AI LLC

        Practical AI

        207 Listeners

        The Stack Overflow Podcast by The Stack Overflow Podcast

        The Stack Overflow Podcast

        62 Listeners

        The Pragmatic Engineer by Gergely Orosz

        The Pragmatic Engineer

        62 Listeners