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Evals: The Key to Production-Ready AI Apps

Posted Jun 24, 2025 | Views 294
# Intermediate Developer Skills
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Haroon Choudery
CEO @ Autoblocks

Haroon Choudery is the founder & CEO of Autoblocks. A former machine-learning engineer at Mark Cuban Companies, Deloitte, and Komodo Health, he holds an MS in Information & Data Science from UC Berkeley. He co-founded the AI-literacy nonprofit AI For Anyone, which has introduced AI fundamentals to 70k+ learners, writes the 50k-subscriber Not A Bot newsletter, and hosts the Building With AI podcast—all focused on demystifying applied AI for builders and business leaders.

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Lauren Oliphant
Solutions Engineer @ OpenAI

SUMMARY

In this OpenAI Academy session, Autoblocks will break down why evaluations (evals) are essential for any team serious about shipping trustworthy AI. We’ll share practical workflows, lessons learned from real-world deployments in healthcare and finance, and show how to create evaluation processes that keep pace with rapid development. Whether you’re just starting to productionize LLMs or looking to scale safely, this session will give you tactical strategies you can apply immediately.

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