Panel Session · Synthetic Data & Data Generation (technical)
Can Synthetic Data Replace Real Data?
About this session
This panel examines where and how synthetic data can outperform or augment real-world datasets. Panelists will share case studies from industries like finance, healthcare, and autonomous systems where synthetic generation has filled critical data gaps. Expect an honest discussion about performance tradeoffs, regulatory scrutiny, and what synthetic data pipelines actually look like in production.
Speakers
- Mikayel KhachatryanCo-Founder & CEO, Wirestock
- Jonathan ShieberJournalist, Resilience Media
- Aniket Tushar AjagaonkarStaff Software Engineer - Trust, Airbnb Inc
- Prashanth SrinivasanSenior ML Engineer, DoorDash
- Karl HansonCo-founder and CPO, Tonic.ai
Tracks
- Synthetic Data & Data Generation (technical)