Knowledge strategy

Helping institutions surface their insights, and make new ones.

Structure complex information

Shape archival content, research, and metadata into usable formats that support editorial, technical, and public-facing systems.

Build intelligent pipelines

Design systems that move data between tools and teams — defining when to automate, when to involve people, and how to keep everything in sync.

Create actionable roadmaps

Translate strategic goals into concrete, sequenced plans grounded in your content, systems, and real-world constraints.

Roadmapping and strategy

A roadmap is a design for how work unfolds. It sets the shape of the project—what comes first, what depends on what, where the unknowns are. I build roadmaps by understanding the materials involved: the systems, the teams, and the information at the core of the product.

Because I work hands-on with both code and content, I see the full structure early. I know when something will become a bottleneck, when it needs a new model, and how technical decisions ripple across editorial and organizational workflows. That's what makes the roadmap hold—it's built on real constraints, not assumptions.

Making knowledge usable

Most institutions are rich in data—archival records, metadata, research, publications—but poor in how that knowledge is structured and shared. I help teams shape raw information into forms that others can understand and use: structured datasets, intuitive interfaces, clear workflows, and well-scoped roadmaps. I call this knowledge strategy.

Aligning data with identity

When data doesn't reflect how an institution sees itself, confusion follows—internally and externally. At the Eye Filmmuseum, I worked with curators and developers to create a shared model that matched both institutional language and digital requirements. The outcome was a single, coherent platform that could represent a complex identity without flattening it.

Resurfacing archives

Archives are only useful when people can find what they’re looking for, or discover something they didn't expect. I collaborated with cultural institutes to bring hidden media archives into public view. We select meaningful entries, structured metadata, and designed connections that gave the material new life.

Editorial workflows and pipelines

Information moves through people and systems. I help make that movement clean and reliable. I build publishing workflows to move content from planning tools to live platforms, with well-placed checkpoints for human input. Editors stayed in control, but the system handles the grunt work. That balance between automation with room for judgment is where real efficiency happens.