I answer small questions with real data, write up what the numbers actually say, and show the whole pipeline — question, notebook, charts, essay.

SAM MATUBA · ENERGY SYSTEMS × AI · SOFTWARE FOR ELECTRICITY MARKETS, CLOUD, AND AI AGENTS · PHILIPPINES

More soon — the pipeline exists first, the archive follows.