Full stack web developer and data analyst
Technology, artificial intelligence and personal finance, told through data and verifiable sources: analysis, practical guides and reflections on AI, hardware, investing and web development.
The article on robotics asked what infrastructure would become indispensable. The answer is the same one that explains the shift toward smaller models: edge NPUs and memory, shared between robots and local AI.
11 min read
Artificial Intelligence · Investments
The quarterly financial reports from Big Tech and chipmakers show a race that’s accelerating, not slowing down. But the real bottleneck is no longer silicon: it’s packaging, memory, and electricity. Real data on the AI hardware supply chain in 2026.
Artificial Intelligence · Sustainability
How smaller—and more energy-efficient—AI models are quietly changing where, and at what cost, artificial intelligence operates. The latest data on efficiency, the Jevons paradox, and local AI.
Artificial Intelligence · Robotics
From China to industrial digital twins, robotics is entering a new phase: no longer just automation, but embodied AI. Here are the drivers, risks, and why the market should start watching it closely.
Web Design · Web Development
Cost transparency and the difference between a low-cost showcase site and a professional development. How method and analysis turn a site into a true business asset.
Privacy · GDPR
A simple and definitive explanation of what Cookies are, what Privacy Policies are for, and why rejecting them doesn't break websites.
Finance · ETF
Practical commentary and anti-bias on how to build a supplementary pension with ETFs, avoiding mental traps and illusions. A concrete analysis for those who want to invest methodically.
Finance · Glossary
A practical guide to the basic terms of the investment world, explained clearly and without technical jargon.
Each area brings together related analyses and guides.
Investing, ETFs, retirement planning and the psychology of financial decisions, explained with concrete examples and no jargon. Articles for people who want to build wealth methodically, starting from data rather than promises.
Artificial intelligence, semiconductors, robotics and web development: analysis of the technology supply chain with real data and sources, plus practical guides for people building digital products.