Speaker: Apoorva Joshi

Senior AI Developer Advocate @MongoDB, 6 Years of Experience as a Data Scientist in Cybersecurity, Active Member of Girls Who Code, Women in Cybersecurity (WiCyS) and AnitaB.org

Apoorva is a Data Scientist turned Developer Advocate, with over 6 years of experience applying Machine Learning to problems in Cybersecurity, including phishing detection, malware protection, and entity behavior analytics. As an AI Developer Advocate at MongoDB, she now helps developers be successful at building AI applications through written content and hands-on workshops.

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Session

No More Spray and Pray— Let's Talk About LLM Evaluations

The pace of development in AI in the past year or so has been dizzying, to say the least, with new models and techniques emerging weekly. Yet, amidst the hype, a sobering reality emerges: much of these advancements lack robust empirical evidence.

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Date

Monday Nov 18 / 11:45AM PST ( 50 minutes )

Location

Ballroom BC

Topics

AI/ML LLMs Evaluations Monitoring

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