Multinational Consumer Electronics Company

Developing internal causal inference library consisting of 10+ algorithms and applied library to 2 use cases

Challenge

• Build causal inference library to be used by other data scientists in the future for various projects
• Enable activities such as churn analysis and A/B testing to be conducted

Solution

• Developed library in collaboration with internal stakeholders, did unite testing/documentation/user guide
• Worked on two related use cases needed for the analysis
• Unit8 implemented 60% of the algorithms for the project

Business impact

• Library enables data scientists to easily use multiple algorithms for causal inference through a unified API design
• 10+ algorithms implemented