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recsys

AB Testing Framework

2024
Led research and development of a comprehensive, generalised AB testing framework. Includes covariate balance checking, ATE analysis, and a sophisticated CATE framework with five meta-learners, SHAP-based customer archetype discovery, and automated dual-reporting (technical and stakeholder). This pipeline became the foundation for a newly created independent Performance Measurement team at the client.

Technologies

Python Causal Inference SHAP Meta-Learners Statistical Testing