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Tonic and Synthetic Data with Andrew Colombi and Adam Kamor
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Manage episode 409204429 series 1418208
All robust technology platforms require testing to ensure that features work as intended. In many cases, tests require data, but getting access to valid and high quality test data is a common challenge, especially when the technology runs on sensitive data. Realistically mimicking data that would normally contain sensitive financial or personal information is not easy.
Tonic.ai was started in 2018 to provide developer tools to transform production data into safe testing data. Andrew Colombi is the CTO and Adam Kamor is the Head of Engineering at Tonic. They join the show to talk about creating realistic synthetic data, data de-identification, validating LLM RAG output, Tonic’s subsetting engine, and much more.
Full Disclosure: This episode is sponsored by Tonic.
Gregor Vand is a security-focused technologist, and is the founder and CTO of Mailpass. Previously, Gregor was a CTO across cybersecurity, cyber insurance and general software engineering companies. He has been based in Asia Pacific for almost a decade and can be found via his profile at vand.hk.
Sponsorship inquiries: sponsor@softwareengineeringdaily.com
The post Tonic and Synthetic Data with Andrew Colombi and Adam Kamor appeared first on Software Engineering Daily.
864 tập
Fetch error
Hmmm there seems to be a problem fetching this series right now. Last successful fetch was on May 16, 2024 09:41 ()
What now? This series will be checked again in the next day. If you believe it should be working, please verify the publisher's feed link below is valid and includes actual episode links. You can contact support to request the feed be immediately fetched.
Manage episode 409204429 series 1418208
All robust technology platforms require testing to ensure that features work as intended. In many cases, tests require data, but getting access to valid and high quality test data is a common challenge, especially when the technology runs on sensitive data. Realistically mimicking data that would normally contain sensitive financial or personal information is not easy.
Tonic.ai was started in 2018 to provide developer tools to transform production data into safe testing data. Andrew Colombi is the CTO and Adam Kamor is the Head of Engineering at Tonic. They join the show to talk about creating realistic synthetic data, data de-identification, validating LLM RAG output, Tonic’s subsetting engine, and much more.
Full Disclosure: This episode is sponsored by Tonic.
Gregor Vand is a security-focused technologist, and is the founder and CTO of Mailpass. Previously, Gregor was a CTO across cybersecurity, cyber insurance and general software engineering companies. He has been based in Asia Pacific for almost a decade and can be found via his profile at vand.hk.
Sponsorship inquiries: sponsor@softwareengineeringdaily.com
The post Tonic and Synthetic Data with Andrew Colombi and Adam Kamor appeared first on Software Engineering Daily.
864 tập
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