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Dean Pleban

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titleconferencedate
Customizing and Evaluating LLMs, an Ops PerspectivePyData Global 20232023-12-06
Clear claim: customizing and evaluating LLMs is messy but solvable with concrete steps. Practical wins include a fraud‑detection gullible agent deployed in…
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Solving MLOps from First PrinciplesODSC East 20232023-05-09
A five-step, practical MLOps framework: first principles reasoning, define the exact problem, list concrete parameters, Google for existing solutions…
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ML in Production–What does “Production” even mean?PyData Global 20222022-12-01
Defines production as model predictions directly affecting a product or users and notes the famous 87% stat probably wrong; breaks deployment into four…
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