Writing outside the papers — on agentic systems and knowledge design, and the occasional data-driven analysis from a physicist's angle.

• What Legacy Code Taught Me About Learning AI From Scratch

  LinkedIn post on what CERN legacy code taught me about durability, and building a transformer from scratch to learn AI fundamentals.

  2026

• LinkedIn post - AI should navigate knowledge, not rediscover it

  Published post on the agentic knowledge-base approach and context discipline.

  2026

• COVID-19 super-spreaders - a data-driven analysis (2020)

  Public analysis arguing super-spreader events break SEIR models; a physicist's data-driven take.

  2020