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Allen StalcupAS
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Allen Stalcup

@allenstalcup

Healthcare data operations analyst optimizing SQL-first pipelines, validation, and KPI reporting for audit-ready operations.

United States
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What I'm looking for

I seek a remote/hybrid role where I can lead data ingestion, validation, and KPI reporting in healthcare, collaborate cross-functionally, and drive automation and audit-ready processes.

I am a healthcare data operations analyst with 8+ years in regulated clinical environments, building SQL-first ingestion, validation, and KPI reporting workflows that support reliable go-lives and audit-ready operations.

I partner with IT, product, and operations teams to standardize data feeds, troubleshoot anomalies, and translate findings into stakeholder-ready insights, having reduced manual QA effort by ~70% and cut leadership review cycles from ~2 hours to under 10 minutes.

My background includes deep domain expertise in healthcare data governance, QA, and accreditation (CLIA/CAP), plus automation using Power Query and Python, clear documentation (SOPs/runbooks), and enabling non-technical leaders through training.

Experience

Work history, roles, and key accomplishments

SH
Current

Medical Technologist

Sentara Norfolk General Hospital

Aug 2023 - Present (2 years 4 months)

Triage and validate 1,000+ specimens per shift, coordinate with IT/LIS to maintain interfaces and QC rules, and execute regression-style QC while producing operational snapshots that highlight reagent risk and throughput constraints.

CC

Medical Technologist

Chesapeake Regional Medical Center

Jun 2023 - Jun 2025 (2 years)

Owned multi-source data preparation feeding KPI dashboards, partnered with IT to reconcile interfaces, authored 20+ SOPs/runbooks, and reduced leadership review cycles from ~2 hours to under 10 minutes.

TG

Medical Laboratory Technician

Tidewater Physicians Multispecialty Group

Jan 2017 - Dec 2022 (5 years 11 months)

Led throughput and accuracy improvements delivering ~20% YoY productivity gains while maintaining compliance, standardizing data capture for downstream analytics and producing audit-ready documentation for accreditation.

CS

Laboratory Technician

Computer Imaging Reference Systems

Jan 2012 - Dec 2017 (5 years 11 months)

Managed and reconciled imaging test data across 250+ client sites, maintained traceable logs for completeness and timely customer communication, and supported ISO 13485 and FDA audit readiness.

Education

Degrees, certifications, and relevant coursework

MV

Microsoft (Power BI Visualization)

Certificate, Business Intelligence

Pursuing Microsoft Power BI visualization coursework to develop skills in semantic models, dashboarding, and report automation (in progress).

Johns Hopkins University logoJU

Johns Hopkins University

Certificate, Clinical Research

2024 - 2024

Completed 'Design & Interpretation of Clinical Trials' focused on clinical trial design, statistical interpretation, and result communication.

University of Michigan logoUM

University of Michigan

Certificate, Computer Programming

2024 - 2024

Completed the 'Python for Everybody' course focusing on Python programming fundamentals for data processing and automation.

Tidewater Community College logoTC

Tidewater Community College

Associate of Applied Science, Clinical Laboratory Science

Completed an Associate of Applied Science in Clinical Laboratory Science focusing on laboratory techniques, quality control, and clinical diagnostics.

Tech stack

Software and tools used professionally

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Allen Stalcup - Medical Technologist - Sentara Norfolk General Hospital | Himalayas