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I profile data sources, validate fields, and classify them as structured / semi‑structured / unstructured so downstream analysis starts clean.
I run EDA to surface patterns, outliers, and drivers of change—then translate the findings into clear options for stakeholders.
I scope features, evaluate algorithms, and refine with cross‑validation to balance accuracy, interpretability, and runtime costs.
I package insights with dashboards and concise narratives so decisions are grounded, unbiased, and easy to act on.