I worked with the Electricity Growth and Use in Developing Economies (e-GUIDE) Initiative to help set objectives, design an approach and implement a first version of their public-facing API.

A working peer-to-peer residential energy trading marketplace helped us understand user pains, preconceptions and motivations for trading excess energy with others.

The Data Guild helped develop and assess models and key performance indicators (KPIs) for energy usage. Designed methods to measure change after some event (causal inference) using counter-factuals, and corresponding uncertainty.

The Data Guild consulted on the development of a malfunction and theft detection system for energy utility providers.