![](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/scale/Rapid-Demo-Talk-fae3d196-ae51-4e9a-882b-e055306a33f1-1647986103782.png?fit=scale-down&width=1200)
LIVESTREAM
Using ML to Improve Labeling Quality on Scale Rapid
Scale Rapid helps ML teams iterate quickly with an on-demand, end-to-end, labeling solution with rapid turnaround times. In this tech talk, we discuss the challenges to build quality infrastructure for crowd management, then discuss the role machine learning can play in:
- Achieving high quality even with subjective tasks
- Flagging potential problems with evaluation tasks
- Suggesting improvements for project health
We'll discuss where ML can accelerate and scale human insights, the challenges of creating generalizable quality mechanisms, and the trade-offs that must be considered between accuracy and generalizability for such ML solutions.
Speakers
![Kiko Ilagan](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/scale/Kiko-9f6b9726-1643-46a3-adde-e86b7fc57666-1647369058264.jpeg?fit=scale-down&width=360)
Kiko Ilagan
ML Lead, Rapid @ Scale AI
![Bryan Chen](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/scale/Bryan-db4dd1a1-630f-477e-9fe0-147cd1fbf3f0-1647368876169.jpeg?fit=scale-down&width=360)
Bryan Chen
Lead Engineer, Rapid @ Scale AI
![Zhichun Li](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/scale/Zhi-e544ebd5-319f-47d0-8da3-cd67a53d0d36-1647368581625.jpeg?fit=scale-down&width=360)
Zhichun Li
Head of Rapid @ Scale AI
Agenda
Track View
7:00 PM, GMT
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8:00 PM, GMT
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Presentation
Using ML to Improve Labeling Quality on Scale Rapid
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![Kiko Ilagan](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/scale/Kiko-9f6b9726-1643-46a3-adde-e86b7fc57666-1647369058264.jpeg?fit=scale-down&width=200)
![Bryan Chen](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/scale/Bryan-db4dd1a1-630f-477e-9fe0-147cd1fbf3f0-1647368876169.jpeg?fit=scale-down&width=200)
![Zhichun Li](https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/scale/Zhi-e544ebd5-319f-47d0-8da3-cd67a53d0d36-1647368581625.jpeg?fit=scale-down&width=200)
Event has finished
April 06, 7:00 PM, GMT
Online
Event has finished
April 06, 7:00 PM, GMT
Online