Talks, appointments, releases, and the occasional write-up elsewhere.
BioProcess International 2026 — Boston, MA
A conference talk on the Intent-Driven Digital Core: why analytics and AI programs stall when manufacturing intent is never captured as a durable, machine-readable construct — and what has to exist underneath before the models are worth building.
Boston, MA — panelist, two sessions
Three days with senior pharma and biotech capital-project leaders on how complex capital programs actually get delivered — and what has to be true of the systems and data underneath before a facility runs the way its design assumed.
ISPE Boston Area Chapter — chapter announcement
Joined the Board of Directors of the ISPE Boston Area Chapter, after previously serving as Vice-Chair of the chapter's Emerging Leaders Committee. The announcement is a Q&A on background, on why the chapter matters right now, and on making room for practitioners to work through the unresolved parts of data architecture, AI, and workforce questions with peers.
BioPhorum IT Digital & Data Phorum — co-author
Published industry framework defining what makes data AI-ready — suitability, observability, machine-understandability, availability — and how those requirements scale with use case and risk.
BioPhorum IT Digital & Data Phorum — co-author
A shared industry vision for moving batch disposition from retrospective, paper-bound release toward automated, data-driven, globally harmonized decisions.
Field notes and essays are collected under Writing; longer-form work and industry-body collaborations under Papers. For speaking enquiries or anything else, get in touch.