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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