I’m an energy engineer / data scientist who likes to build models to control energy systems.

Contact me on Linkedin or via email.

Projects

Reinforcement learning for energy systems - blog post - github

Mixed integer linear programming of battery storage and combined heat and power - blog post - github

Teaching a two day reinforcement learning course - course materials

Talks

April 3 2017 - Berlin Machine Learning Group - A Glance at Q-Learning - meetup page - youtube

June 21 2017 - Data Science Festival - A Glance at Q-Learning - meetup page - youtube

September 3 2018 - Berlin Machine Learning Group - energy-py - meetup page - slides - GitHub repo

Top posts

Machine learning

Machine learning in energy - part one - part two

DQN debugging, hyperparameter tuning and Cartpole solving

Data

A hackers guide to AEMO data

Elexon API Web Scraping using Python

Energy

CHP Cheat Sheet - Gas Engines & Gas Turbines

The Four Inconvenient Truths of the Clean Energy Transition

Average vs. Marginal Carbon Emissions

Four Negative Effects of High Return Temperatures