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Mikiko Bazeley

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titleconferencedate
DataEngBytes 2023 - MEL-T2-01 - Mikiko BazeleyDataEngBytes Melbourne 20232023-08-31
Claims that 80% of a data scientist’s time is spent on data and that 1 in 5 companies build a feature store drive the talk, backed by concrete patterns…
Talk on
Panel DiscussionDataEngBytes Melbourne 20232023-08-31
Panelists argue that tooling is transient so prioritize the data and model life cycle over specific libraries; treat LLM deployments as ML problems with…
Panel on
DataEngBytes 2023 - BRI-T1-02 - Mikiko BazeleyDataEngBytes Brisbane 20232023-08-29
Argues that the full-stack data scientist remains essential because MLOps is fragmented and one-size-fits-all stacks fail in practice, with concrete patterns…
Talk on
Panel DiscussionDataEngBytes Brisbane 20232023-08-29
Argues data engineering expands beyond pipelines into data modeling and ongoing quality work, with concrete ML pitfalls like target leakage and distribution…
Panel on
DataEngBytes 2023 - SYD-T1-02 - Mikiko BazeleyDataEngBytes Sydney 20232023-08-25
Argues companies should stop chasing Google scale and extend existing ML platforms to host LLM use cases using RAG and vector DBs rather than ripping…
Talk on
Panel DiscussionDataEngBytes Sydney 20232023-08-25
Panelists argue MLOps differs from DevOps because models are probabilistic, tightly coupled to data quality and versioning, and can produce different outputs…
Panel on
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