WORK
Case study index
CS-00
META · AI OPS · SYSTEMS
·
Independent
·
2026
Evidence OS: this website, run like a product
I rebuilt this portfolio by directing a team of AI agents: a governing rubric, bounded briefs, review gates, and a QA bar. You’re looking at the deliverable. This is its case file.
25
Defects caught at review gates
Case study
▸
CS-00
META · AI OPS · SYSTEMS
·
Independent
·
2026
Evidence OS: this website, run like a product
I rebuilt this portfolio by directing a team of AI agents: a governing rubric, bounded briefs, review gates, and a QA bar. You’re looking at the deliverable. This is its case file.
25
Defects caught at review gates
Case study
▸
CS-01
0→1 platform
·
Minerva
·
2024
CourseBook: one platform, not two
A 0→1 platform to build, teach, and grade curriculum in one place, replacing the two legacy tools it outgrew.
−20%
Curriculum dev time · beta
Case study
▸
CS-01
0→1 platform
·
Minerva
·
2024
CourseBook: one platform, not two
A 0→1 platform to build, teach, and grade curriculum in one place, replacing the two legacy tools it outgrew.
−20%
Curriculum dev time · beta
Case study
▸
CS-02
STRATEGY · AI · PEDAGOGY
·
Minerva
·
2024
AI Tools
I led Minerva’s end-to-end AI exploration for CourseBook, working with a PM and an engineer: a stakeholder workshop, five AI principles, four prototyped concepts, and three shipped to a limited partner pilot. Five weeks, end to end.
+40%
Grading efficiency in Minerva’s internal AI pilot
Case study
▸
CS-02
STRATEGY · AI · PEDAGOGY
·
Minerva
·
2024
AI Tools
I led Minerva’s end-to-end AI exploration for CourseBook, working with a PM and an engineer: a stakeholder workshop, five AI principles, four prototyped concepts, and three shipped to a limited partner pilot. Five weeks, end to end.
+40%
Grading efficiency in Minerva’s internal AI pilot
Case study
▸
CS-03
Data dashboard
·
Minerva
·
2023
Engagement Dashboard
Forum’s first in-app data dashboard, for instructors and partners. I found the problem, then led it as both designer and PM.
400+ hrs/yr
Manual reporting labor replaced · 5 hrs × 2 reports × 2 terms × 20+ partners
Case study
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CS-03
Data dashboard
·
Minerva
·
2023
Engagement Dashboard
Forum’s first in-app data dashboard, for instructors and partners. I found the problem, then led it as both designer and PM.
400+ hrs/yr
Manual reporting labor replaced · 5 hrs × 2 reports × 2 terms × 20+ partners
Case study
▸
CS-04
Team practice
·
Recurly
·
2017–19
Design impact, measured
Recurly’s first repeatable usability benchmark: six revenue tasks, one script, every release. Design quality became a time series, and the practice outlived me.
49→100%
Cancel-subscription task success · runs 1→2 of six
Case study
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CS-04
Team practice
·
Recurly
·
2017–19
Design impact, measured
Recurly’s first repeatable usability benchmark: six revenue tasks, one script, every release. Design quality became a time series, and the practice outlived me.
49→100%
Cancel-subscription task success · runs 1→2 of six
Case study
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CS-05
Billing systems
·
Recurly
·
2017
Credit Invoices
I updated and tested a complex system of charges and invoices to add credit functionality, touching everything from the UI to emails and PDF invoices. My first project at Recurly.
+21%
Task success · key credit tasks · Recurly app · benchmark run 3
Case study
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CS-05
Billing systems
·
Recurly
·
2017
Credit Invoices
I updated and tested a complex system of charges and invoices to add credit functionality, touching everything from the UI to emails and PDF invoices. My first project at Recurly.
+21%
Task success · key credit tasks · Recurly app · benchmark run 3
Case study
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