Monthly Machine Learning Meetup @Google

We will host next in-person ML monthly meetup (March), in collaboration with Google Developers.

[Update] We have reached the room capacity and closed the registration.

[RSVP Instruction]

• RSVP closed on meetup. you must register at the event website (We will have your full name for badge and check in. NO walk-ins, NO access without badge)
• Contact us to submit topics and/or sponsor the meetup on venue/food/drink/swags/prizes. https://forms.gle/JkMt91CZRtoJBSFUA
• Community on Slack for events chat, speakers office hour and sharing learning resources, job openings and projects collaboration. join slack

Agenda:

• 10:00am~10:30am: Checkin, Snacks and Networking
• 10:30am~10:40am: Welcome/Community update
• 10:40am~11:30am: Tech talk 1 in Room 1
• 10:40am~11:30am: Tech talk 2 in Room 2
• 11:30am: Open discussion and mixer

Tech Talk 1: Responsible AI in the Healthcare Industry
Speaker: Sharmistha Chatterjee, GDE ML, Engineering Manager @Commonwealth Bank
Abstract: The talk introduces the implications of Responsible AI in the healthcare industry and demonstrates with examples how Responsible AI plays a vital role in designing robust AI/ML models when we are hit with uncertainties like covid.

Tech Talk 2: Workload Identity, A Keyless Way To Invoke Google APIs
Speaker: Kamesh Sampath, GDE, Director, Developer Advocate @Harness
Abstract: One of the advantages of using Cloud and its ecosystem, is that we don't need to reinvent the wheel e.g. database,message queue,AI/ML etc. For any API need, it is just a click away.
Google Cloud provides a rich set of API services e.g. Translation, Pub/Sub, Analytics etc., which can cater most of the distributed application integration needs with less or no effort.
To invoke any API we need credentials; a common way is using static keys. Though using static keys is quick and easy, it soon becomes an operational headache e.g to create/rotate/revoke etc.,. In this session we will explore how Workload Identity can help alleviate the operational issues, at the same time help in secured API invocation.