i turn complexity into clear, scalable learning.

ai fluency | modular curriculum | measurement

AI Fluency

a program that builds itself around who you are

AI Fluency: Framework and Foundations is a real course by Anthropic, released under an open license. This is a remix — built for their AI Fluency Education Lead role to show what the same framework could look like as a personalized, adaptive learning experience rather than a video series.

The program takes begins with 2 quick questions at intake — what you do & how much you've used AI — and assembles itself around the answers. A nurse, a teacher, and a small business owner move through the same four competencies but work through entirely different scenarios, tasks, and feedback. Nothing is scored traditionally. Every exercise responds to the specific decision you made and assessment data is quietly collected along the way.

The ending has two views: one that reads your session back as a learner, and one for an instructor view that reads it as evidence about whether the teaching worked.

flux

knowledge infrastructure, built to keep pace

Flux is a fictional, fast-moving B2B SaaS company: an AI code review tool that turns pull requests into plain-language summaries for PMs, CSMs, and execs. What's built here is a fully realized knowledge infrastructure — not just the content, but the system behind it. Designed for one learning person keeping pace with a team that ships fast. Built with Claude.

  • The Current: a living source of truth, pulled straight from engineering's own docs

  • The Grid: 22 content blocks, each one feeding multiple outputs (course, article, Slack message, etc)

  • The Pulse: live dashboard tracking freshness and engagement across every channel

Run a sync and watch a release update in real time. This sample was designed to demonstrate the value of a holistic education strategy.

duct-taping learning together is so 2015

I've built the 2015 version: the video, the quiz, the certificate. It worked when the subject sat still long enough. AI doesn't sit still.

So now I build the other thing; the one that works. Modular blocks that get reassembled for whoever's learning, pipelines that shorten the distance from idea to published, and formats that only work with AI in the loop. Fifteen years making people fluent in things they were afraid of, the subject may have changed but the problem didn't.

“What truly sets Jess apart is her inquisitive nature, her relentless drive to find solutions, and her commitment to continuous improvement. She’s always thinking about how to make things better—more sophisticated, more polished, and more effective. Her willingness to contribute elevates the entire team.”

— Current Manager, last Performance Review

i don’t wear many hats. I see through multiple lenses.

Research taught me how people learn. Deploying technology forced me to scale it. Developing technical content pushed me to simplify it. I bring all three of these viewpoints into building learning ecosystems that actually work.

my career, animated by me.

read my resume

  • 15+ years in education and learning design

  • 10+ years in public school districts

  • 4 years researching how people actually learn

  • 3+ years building with AI in the production pipeline

  • Ph.D. in Learning Technologies

tools i build with

let's chat about building fluency that scales