PROOVLI.
OPERATIONS & GROWTH

Problem. A score alone may not show learners what to practice next or give instructors an effective classroom review process.
Approach. I support instructor onboarding and ongoing use, then bring feedback into product planning with the founding team.
Technical solution. The team delivers assessments and instructor workflows through a Next.js, React, TypeScript, and Neon Postgres platform.
The active product presents both learner assessments and instructor workflows. Engineering and quality assurance are shared across the founding team.
DELIVERY CONSIDERATIONS
Constraint. Product priorities need evidence from educators and learners using the assessments.
Response. Instructor onboarding and support provide a direct route for that feedback.
Ongoing requirement. School relationships need continued coordination after launch.


