I work at the intersection of technical energy systems, assurance, and strategic decision-making.
This space is a collection of small experiments and calculators I build out of curiosity.

FIRE Retirement Planner

Monte Carlo planner for early retirement targets, and sustainability probabilities.

Heat Pump vs Gas (NL)

Probabilistic comparison of discounted costs for gas boilers vs heat pumps in the Netherlands.

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Dynamic Reservoir Simulator

Interactive two-phase reservoir simulation running directly in the browser.

Brent Spot vs Futures

Chart (2003–2020) and associated code to compare Brent prices with futures, highlighting how often futures point opposite to the realized market direction.