Academic Researcher & Technology Consultant
Specializing in AI, Data Science, and Digital Innovation
Innovative solutions at the intersection of technology, research, and social impact
Latest insights on AI, technology, and research
Why I wrote a companion Python edition of From Data to Thesis, how the scientific Python ecosystem changes the journey from messy data to a defensible thesis, and what happens across its nineteen chapters.
ToDoz was built to test an idea in one domain. Here is the full philosophy and evaluation framework behind it: four foundational principles, ten intellectual lineages, five non-compensatory requirements, an index of well-behaved tools, and verifiable migration runbooks.
Why I built ToDoz to embody the principles of sovereign personal software, and how AI lowered the cost of building it without adding AI to the product.