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ML/data systems

Data flows, automation, validation, model-adjacent work, and domain constraints.

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ML/data systems

This view is for ML/data conversations where the relevant work is the system around the data: flows, model behavior, automation, validation, documentation, and constraints.

Banking and insurance operations shaped how I read data work: process, risk, responsibility, and context are part of the system.

ML/Data CV viewEducation, current direction, and relevant work.AgenticCareerBoostWorkflow files, source pages, reports, and state.Sprint reviewProject state and public-surface cleanup.