I design learning experiences, documentation, and instructional media that preserve technical accuracy while reducing the effort it takes people to understand what matters and act on it.
The medium can change—documentation, lesson, video, workshop, or facilitator guide—but the sequence stays grounded in the audience’s next useful decision.
Good instructional content does more than simplify. It identifies what the product, process, or idea is trying to accomplish, then gives the audience enough context to make sound decisions of their own. Word choice, sequence, examples, and shifts in register are design decisions—not decoration added at the end.
Project: Virtual Sonics / Audio Futures — product education for WalkMix Creator
WalkMix Creator is Audio Futures’ immersive-production software for creating music in Sony’s 360 Reality Audio format. Avid Pro Tools Studio and Ultimate now include a limited version of its panner and renderer, bringing the WalkMix workflow directly into professional Pro Tools sessions.
Immersive-audio language can ask a listener to absorb a new product, a new listening model, and specialist terminology at once. The work began by identifying what each audience already understood—and what could wait.
Extended conversations with the product team clarified the product’s direction. The educational material then sequenced concepts around what a person needed to notice, understand, and do, with terminology introduced only when it became useful.
The work included instructional-video development, recording, editing, and technical communication. The explanation could begin with an accessible listening question, then increase in technical detail without changing the underlying intent.
Original instructional videos produced for the WalkMix Creator project, covering both the wider creation workflow and its integration with Avid Pro Tools.
Begin with what changes in the listening experience and what to notice.
Connect the listening result to the choices available while preparing and evaluating material.
Introduce implementation language only after the purpose and workflow are already clear.
Start with the listening question, not the spatial-audio vocabulary. Give the user one result to notice, then introduce only the control or concept needed to understand that result. Add the implementation detail after the listener has a reference point.
Project: Soft Synced
The product was structured to help producers reason through choices: what matters in the track, how context changes an answer, and how to evaluate the result with their own ears.
Three sequential modules move from creative intention and learning habits through technical foundations to complete beat-making. Focused app lessons, deeper portal guides, and a workbook support attention, explanation, and reflection.
An n8n-assisted workflow evaluates topic demand and supports research and drafting. Every piece is reviewed for technical accuracy, unsupported certainty, tone, and whether it addresses the learner’s actual decision before publication.
Check whether a topic addresses a real learner question.
Use the assisted workflow to compare sources and produce a first pass.
Correct oversimplification, unsupported certainty, and missing context.
Shape the explanation around the decision the producer must make.
Publish only after subject-matter and editorial judgment.
Hardware gives you hands-on control; software gives you flexibility. Choose the format that best fits your workflow.
When does touching a control change the decision you make? When does recalling a setup help—or interrupt—the idea? Which limitation helps you commit?
“The wrong turns stay in. The revisions stay in. You are developing creative judgment, not copying technique.”
Project: Los Angeles Film School — Music Production
The role combined daily LMS administration, course and content revision, enrollment and permissions, completion reporting, faculty leadership, and a program serving more than 300 learners each month.
A structured process connected decks and takeaway materials with readiness checks, classroom shadowing, one-to-one development, group training, and follow-up. The goal was reliable judgment in practice—not attendance at a meeting.
Classroom observation, learner outcomes, qualitative feedback, completion data, and Power BI reporting helped reveal where people or content needed support. Practices developed within the program were later adopted by other academic programs.
Deck, program context, expectations, and a takeaway guide for later reference.
Use questions and scenarios to reveal what is understood and what still needs support.
Connect policy and pedagogy to the real pace and decisions of a classroom.
Use group sessions and one-to-one coaching to address specific instructional needs.
Review classroom practice, learner behavior, and outcomes rather than relying on completion alone.
Update training, course content, and operating guidance when the evidence identifies friction.
A learner can complete the task but cannot explain why the choice worked. What would you ask next? Which part belongs in immediate feedback, and which should become a revision to the lesson itself?
Determine what the audience needs to understand or accomplish before deciding what content to create.
Remove ambiguity, unnecessary terminology, and sequencing that forces the audience to reconstruct the explanation.
Explain why a decision changes with context instead of presenting conditional guidance as a universal rule.
Use observation, feedback, completion data, and learner behavior to identify what needs revision.
Use AI to accelerate research, comparison, and drafting, but retain human responsibility for accuracy, voice, and meaning.
I work with creative and technical teams to turn specialist knowledge into guidance people can understand, trust, and use.
