Katballe
Building at the intersection of AI and life sciences.
Practitioner, builder, and occasional writer. I work on applying AI where it matters — drug discovery, clinical workflows, and the messy human problems in between.
Featured Project
Imperial Knights Army Builder
activeA browser-based list builder for Warhammer 40,000 Imperial Knights, running on the Codex 2025 datasheets — pick a detachment, drop in Knights, watch the points and a heuristic army rating update live.
Latest Writing
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What AI Actually Does to a Business — A Practical View for Executives
Beyond the hype: where AI creates real leverage in digital transformation, what it costs, and how to tell the difference between a pilot and a programme.
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ELN and LIMS in Pharma Manufacturing: Why You Need Both and What They Actually Enable
Two systems that look similar on paper do fundamentally different jobs. In a vaccine or pharmaceutical manufacturing setting, deploying both — and connecting them — is the difference between compliance by documentation and compliance by design.
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Why AI in Life Sciences Is Still a People Problem
The models are good enough. The bottleneck is trust, workflow integration, and knowing what questions to even ask.