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PhD-level data science expertise with decision framework, five reference documents (statistical methodology, experimental design, causal inference, regression modeling, Bayesian workflow), five automation scripts (power analysis, assumption diagnostics, model comparison, effect size calculator, experimental design generator), and two report templates. Python default with --engine r flag for R output. Dual language support.