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Setup incrementality experiments for data, and ensembled existing models to drive incrementality.
2022-2025LinkWrote scripts to analyze omni-shopping backend tests. Wrote proxies to estimate incrementality.
2022-2025LinkAdvised on statistical methodology and developed software to quickly run AB testing and reporting, resulting in an 80% reduction in process time. Reporting included visualizations for drill down decision-making. Created results repository for long-term trend analysis.
2016-2018LinkCovariates are user variables that we control for when analyzing impact of A/B tests. I identified impactful covariates and wrote script to compute these.
2021-2022Link