Selected work
IvyPi Education Delivery Partnership
Active partner delivery
iBetterAI helps IvyPi run AI research, competition preparation, and training programs for its learners.
Proof & sources
Programs, systems, and products in practice
From an education partnership to a maintained CRM and portal, this work has moved beyond an idea into live service, ongoing development, or careful research.
IvyPi is an independent client and partner. Our work includes its AI program delivery and a maintained CRM and client portal—two different engagements that show both sides of our practice.
Selected work
Active partner delivery
iBetterAI helps IvyPi run AI research, competition preparation, and training programs for its learners.
Proof & sources
Selected work
Delivered implementation
A maintained CRM and client portal that helps IvyPi keep client service work in one place.
Proof & sources
Some tools are built for our own operations. They show the practical thinking behind reliable handoffs, access control, and systems that work across the day.
Internal tool and capability
Internal capability
An internal messaging tool that keeps team communication and operational context together.
Proof & sources
Internal tool and capability
Internal capability
An internal workflow for moving Zoom recordings to Google Drive with verification built into the handoff.
Proof & sources
These projects ask worthwhile questions and are still being tested. We share their progress plainly and do not present research as a finished product.
Research project
Research in progress
Research into whether a standard webcam can support eye-movement measurement and oculomotor assessment.
Proof & sources
Research project
Student research prototype
A student research prototype exploring whether computer vision can identify patterns associated with aquatic distress.
Proof & sources
We also maintain useful open-source work, with releases that people can download and use.
Selected work
Maintained fork
A maintained Barrier fork with Apple-silicon releases and multi-display routing improvements.
Proof & sources
Tell us what you want to put into practice and what is standing in the way.
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