Healthcare technology consultant · AI product builder

I started as a bedside nurse. I still begin by understanding how the work really happens.

I’m Shem Freeze. I spent seven years in bedside nursing and clinical leadership, then more than a decade delivering healthcare systems. That clinical background still shapes how I approach technology: see where the work breaks down, understand what is getting in the way, and define a useful change before anyone starts building. More recently, I have been applying the same approach to AI products and small businesses.

8 hospitalsCare Management requirements, configuration, and testing
15 hospitalsfull-lifecycle Epic implementation
~400 to <20/monthrecurring post-implementation support tickets

Healthcare delivery

Healthcare is where I learned to do this work.

These are not platform stories. They are examples of following a real workflow far enough to understand what needed to change, coordinating the people and systems involved, and staying long enough to see whether the change worked.

Aspirus Health · Care Management across 8 hospitals

The feature request was really a broken discharge handoff.

The request sounded like a new feature. Once I followed the work, the real problem was the handoff from bedside nursing to case management at discharge. I reframed the request around that workflow and led requirements, configuration, and testing for EMR-triggered workqueues that routed tasks and messages to the right roles across eight hospitals.

Ardent Health Services · Stabilization and optimization

Support tickets fell from about 400 to fewer than 20 a month.

I worked across vendor analysts, contractors, staff analysts, and the help desk to find recurring causes instead of treating each ticket as an isolated problem. We changed workflows and configuration, established repeatable change control, and reduced recurring post-implementation tickets from approximately 400 to fewer than 20 per month. I also coordinated a cross-functional EAF department and location change that contributed to recovering approximately $2 million over about 1.5 months; that result depended on clinical, billing, and revenue-cycle partners working together.

Mary Washington Health System · Pulmonary service line

One service line crossed scheduling, clinical build, pharmacy, billing, and charge capture.

A new pulmonary function service line touched far more than one application. I led discovery, workflow analysis, and Orders-side configuration while coordinating dependencies across scheduling, Pulmonary, Willow, billing, charge capture, and operations. I also wrote practical guidance for Azure DevOps dashboards, sprint planning, story sizing, and build handoffs so the work was easier for the team to follow.

40+ Respiratory Therapy enhancementsDelivered at Ardent through a repeatable change-control process.

About 120 to 10 minutesReduction in average care-to-documentation time during a Baptist nursing technology rollout.

How I work

I do not start with a platform. I start with the people doing the work. I ask enough questions to understand the exceptions and tradeoffs, test one small case before generalizing, and stay involved through validation and adoption. If the evidence changes my first idea, I change the idea.

Building and learning

What I am building and learning now.

These projects are at different stages, and I want to be clear about that. Discovery is not deployment, and something in build is not yet an outcome.

GetDigit interface showing a budget question answered first, with proposed changes separated for review and confirmation
A real product view from GetDigit’s answer-first, review-separately flow.

Product in build

GetDigit.App

I am building GetDigit.App to help people make sense of their YNAB budget through conversation. I shape how the product behaves, connect it to the YNAB API and MCP tools, route requests across more than one model provider, and test the places where a person should review or confirm an action. The application uses React, Express, and Supabase. It is still being built.

Visit GetDigit.App

Experience

I did not arrive in healthcare through technology.

The bedside and leadership years are not a footnote. They are the reason I pay attention to handoffs, staffing realities, clinical judgment, adoption, and what a system asks people to do under pressure.

2023–present

Healthcare consulting and clinical application leadership

2025–2026

TEKsystems · Mary Washington Health System

Inpatient Orders Senior Consultant

Discovery, cross-application service-line design, governance, configuration, and handoffs.

2025

Nordic Global · UCSF Health

Senior Consultant / Clinical Readiness Lead

Clinical operational readiness and physician governance for an Epic extension into two hospitals.

2024–2025

Nordic Global · Aspirus Health

Senior Epic Analyst / ClinDoc and Orders Testing Lead

Care Management design, multi-facility testing, HL7 integration, go-live support, and mentoring.

2023–2024

Summit Behavioral Health

Senior Clinical Analyst / Clinical Applications Team Lead

Workflow-gap analysis, HCS EMR rollout, team coaching, and support improvement across six centers.

2014–2023

Enterprise implementation, optimization, and support

2020–2023

Optum · EHR Services

Senior Consultant / Inpatient Clinical Team Lead

Multi-client delivery, testing, activation support, governance, analyst coaching, and team transition.

2020

Huntsville Hospital

Application Analyst · Cerner PowerChart

Change requests, troubleshooting, testing, release support, configuration, and end-user assistance.

2018–2020

Ardent Health Services

Senior Epic Analyst · Managed Support, Optimization, and Cutover

Vendor coordination, optimization, change governance, hospital cutover, and post-live stabilization.

2016–2018

Ardent Health Services

Epic Analyst II · Implementation

Full-lifecycle Epic design, build, testing, and implementation across 15 hospitals.

2014–2016

Baptist Health System Kentucky and Indiana

Epic EHR Analyst / Corporate IT Analyst

Seven-facility conversion, HOD coordination, workflow design, testing, readiness, and go-live.

2007–2014

Bedside nursing and clinical leadership

2007–2014

Baptist Health Louisville Hospital

Staff Nurse → Charge Nurse → Assistant Nurse Manager

Direct care, shift operations, staffing, patient flow, leadership, clinical technology, and adoption.

2009–2012

Norton Clinical Agency

Agency Nurse

Adapted rapidly across ICU, medical-surgical, telemetry, and related acute-care environments.

2011

Nurses RX · AMN Healthcare

Travel Nurse

Staff augmentation for a 30-patient medical-surgical unit.

Foundation

Education and credential history

Education

Bachelor of Science in Nursing
The University of Alabama in Huntsville · 2007

Epic certification history

Epic Clinical Documentation · 2023
Epic Orders · 2014
Epic Hospital Outpatient Department · 2014

Clinical foundation

Registered Nurse (RN) background

Contact

If your team has a workflow that looks simple on paper and messy in practice, I would be glad to talk.