A production-minded pipeline: normalize timestamps, validate, dedupe, quality flags, and write partitioned Parquet for fast research.
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Notes on quantitative research, robustness testing, and data engineering.
How to move from hypothesis → validation → stress testing → implementation with clean handover artifacts.