https://arxiv.org/abs/2009.01561

Repository for DoubleML tutorial at UseR!2022, UAI2022 and Tools for Causality 2023

Replication of Simulations in Bach et al. (2024) - DoubleML - An Object-Oriented Implementation of Double Machine Learning in R, https://doi.org/10.18637/jss.v108.i03

Shiny App illustrating the Key Ingredients of the Double Machine Learning Approach

KDD 2024 2nd Workshop on Causal Inference and Machine Learning in Practice

There are all learning materials that I used or assignments that I completed.

A slide deck and set of jupyter notebooks created during my time with Fellowship.ai in order to decide what method would be best for predicting churn using the most up to date and innovative methods.

Exploratory project using uber's causalml to estimate average treatment effects on IT incident durations.

This is the replication of one R tutorial introduced in Machine Learning and Econometrics tutorial in AEA Annual Meeting 2018.

Causal inference system for marketing attribution using PSM, DiD, and uplift modeling with interactive Streamlit dashboard