Clinical Informatics & Digital Health

Architecting the Future of Patient Care.

Transforming healthcare delivery through optimized digital workflows, predictive data analytics, and human-centered clinical systems design.

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Technical & Clinical Matrix

Systems & Integration

EHR Optimization (Epic/Cerner) 95%
HL7 & FHIR Interoperability 88%
Telehealth Infrastructure 90%

Data & Analytics

Clinical Data Pipelines (SQL) 92%
Predictive Modeling (Python/R) 85%
Tableau / PowerBI Dashboards 94%
Clinical Change Management
Agile Methodology
HIPAA & Compliance
Cross-Functional Translation
Workflow Design Thinking

Career Trajectory

2020 — Present

Chief Medical Information Officer (CMIO)

Apex Health Network
  • Architected a scalable FHIR-compliant data pipeline, reducing query latency by 45% and enabling real-time clinical decision support across 5 regional hospitals.
  • Spearheaded the enterprise-wide transition to a unified EHR system, mitigating clinical downtime and preserving 100% of historical patient telemetry.
  • Designed and deployed an AI-driven predictive triage algorithm that decreased ER wait times by an average of 22 minutes during peak viral seasons.
  • Bridged the communication gap between software engineering squads and frontline medical staff, translating complex clinical workflows into agile technical sprints.
2017 — 2020

Lead Clinical Systems Engineer

CareFlow Technologies
  • Engineered a custom secure messaging module integrated directly into the CPOE (Computerized Provider Order Entry), decreasing communication errors by 31%.
  • Led a team of 8 database administrators to migrate 2 million legacy patient records to a cloud-based, HIPAA-compliant secure AWS environment.
  • Developed automated SQL reporting structures that identified high-risk readmission candidates, allowing intervention teams to reduce 30-day readmissions by 18%.
2012 — 2017

Attending ER Physician & Informatics Liaison

Metro General Medical Center
  • Provided direct patient care in a high-volume Level II Trauma Center, cultivating deep empathy and understanding of end-user clinical friction points.
  • Acted as the departmental super-user for EHR rollout, authoring customized documentation macros that saved physicians an average of 40 minutes per shift.
  • Initiated a department-wide UI/UX feedback loop that resulted in vendor-level modifications to the charting interface, significantly reducing click-fatigue.

Clinical Tech Portfolio

Abstract representation of clinical data workflow on a screen

TeleTriage Integration API

Node.js FHIR AWS

Case Study: Developed a middleware API to seamlessly connect proprietary telehealth application data with legacy hospital EHRs. The solution eliminated double-entry for nurses and synchronized patient vitals in real-time.

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Data analytics dashboard showing predictive healthcare models

Sepsis Prediction Dashboard

Python Pandas Tableau

Case Study: Built a visual analytics dashboard utilizing machine learning models to detect early onset sepsis markers in ICU patients. Deployed to central monitoring stations, alerting rapid response teams 3 hours faster on average.

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Close up of a keyboard and medical documents

CPOE Click-Reduction Audit

UX Research SQL Agile

Case Study: Conducted a massive time-motion study on physician order entry. Redesigned order sets and standardized naming conventions, resulting in a 42% reduction in interface clicks for routine admissions.

See Methodology
Server room representing secure healthcare data storage

HIPAA Cloud Migration

Azure Cybersecurity Docker

Case Study: Spearheaded the structural migration of on-premise oncology databases to a scalable Azure environment. Established zero-trust architecture protocols ensuring absolute PHI (Protected Health Information) compliance.

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Mobile phone showing a healthcare application interface

Patient Portal Revamp

React UI/UX REST API

Case Study: Led the frontend redesign of a regional patient portal. Focused on geriatric accessibility, implementing high-contrast modes and simplified navigation that increased elderly patient engagement by 60%.

Explore Design
Abstract digital network representing interoperability

Lab Results Parser Engine

Go Regex PostgreSQL

Case Study: Authored a highly efficient parsing engine in Go to process unstructured text outputs from legacy pathology lab machines, converting them into structured, searchable database entries automatically.

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Academic & Certifications

Doctor of Medicine (M.D.)

University of Pennsylvania

Specialization: Emergency Medicine

M.S. in Health Informatics

Johns Hopkins University

Focus: Clinical Decision Support Systems

Board Certified Clinical Informatician

American Board of Preventive Medicine

Active Certification

Professional Endorsements

"Evelyn possesses a rare hybrid intelligence. She speaks the language of complex software architecture just as fluently as she understands the chaotic reality of an emergency room. She transformed our data pipeline from a bottleneck into a strategic asset."

Dr. Marcus Thorne

Chief Medical Officer, Apex Health

"Working with Dr. Vance was a revelation for our engineering team. She provided precise, actionable clinical context that prevented us from building features no doctor would ever use. Her FHIR API integration project was delivered flawlessly."

Sarah Jenkins

VP of Engineering, CareFlow Tech

"Her ability to lead organizational change is unmatched. When we rolled out the new EHR, resistance was high. Evelyn's empathetic approach to workflow redesign turned our harshest critics into super-users."

James O'Connor

Director of Nursing Informatics

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