[01] Magpie Literacy / Platform data
Magpie.
Rebuild the system. Restore the trust.
Principal Product Manager09 months
[00] Portfolio / Selected work
The Board.
The questions. The decisions.
The work that followed.
[02] Instructure / EdTech Collective
EdCo Marketplace.
Three repositories. One shared Marketplace.
Discovery and distributionTwo audiences
Educators Find the right toolsProviders Reach the right educators
B / The work behind the seam
Orchestrating the transition.
Bringing three independent repositories together meant coordinating the transition and sunsetting legacy experiences.
[03.A] SaferData / MVP
GCM.
Make probabilistic AI tangible.
Sole product leadGenerative Consumer Model
A working model.
A testable answer.
LLM / InterpretMCP / ConnectGCM / Model
Illustrative dispersion
[04] LearnPlatform / Interoperability
LTI.
An integration is also a release.
Product ManagerThree connected workstreams
[05] Instructure / Provider ecosystem
Partner Portal.
One place to manage a presence across the ecosystem.
Product Manager9 months / 4 delivery phases
[03.B] SaferData / Discovery
Product Market Fit…
with no product
Explore the need before defining the product.
User research
Market analysis
MVP direction[06] LearnPlatform / Edtech / Platform workflows
Customer-Created Products.
From a request backlog to district self-service.
Product Manager · Creation + Dissemination
A Starting pointExisting experience
A.01 / Source note
The starting point. Educators could search the library or request a missing product before district vetting.
B Workflow map5780 × 5060 / Original
B.01 / What to notice
Following the request across three roles exposed where creation, matching, and approval needed to separate.
C Creation handoffDetail of B
C.01 / Source note
Creation handoff. An enlarged detail from the full workflow.
03.B / Discovery informed 03.A / The GCM MVP. Two separate work samples.