Selected Work

Modernizing Scientific Software Through Product Design Strategy

How do you modernize mission-critical software used by scientists without disrupting the workflows they depend on? By shifting from instrument-centered applications to a workflow-centered enterprise experience, we established a scalable foundation for the future of materials science research.

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Workflow model: hypothesis, input, action, output, decision

Redesigning Scientific Software for Adoption and Scale

Corning had a powerful materials platform, but its legacy interface was awkward and hard to learn and the work was fragmented across disconnected stages — a barrier to adoption beyond expert users. I led discovery and product definition, changing the product model into one familiar input–compute–output workflow, informed by the spreadsheets users already relied on.

Reframed a fragmented platform into one input–compute–output workflow

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The simplified product model: a single input, compute, output workflow that replaced a fragmented set of stages

Operationalizing Human-AI Collaboration

AI-assisted curation only works when professionals trust it. Led UX strategy and product design direction for a workflow that translated 30+ ML algorithms into calibrated controls photographers could adjust and override—reducing review time from approximately 18.5 hours to about 1 hour without taking the decision out of their hands.

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Curator AI photo curation workflow

Additional Work

Bedside Pharmacy Fulfillment A reusable interaction architecture designed to support complex, compliance-heavy bedside medication transactions without losing patient or transaction context.