Wayne G.

Key Skills

Software

Other

Data Annotation Tech

Scale AI

Top Subject Matter

Healthcare operations

regulated documentation (FDA/CGMP/QSD context)

QA and operational reporting

Top Data Types

Document

Text

Image

Top Task Types

Prompt + Response Writing (SFT)

Question Answering

Text Generation

Evaluation/Rating

Data Collection

Freelancer Overview

Products Management Technician I - Versiti Blood Center of Wisconsin. Brings 33+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes High School Diploma, Whitnall High School and Certified Phlebotomy Technician, N/A. AI-training focus includes data types such as Document and labeling workflows including Prompt + Response Writing (SFT).

Labeling Experience

Preceptor / Senior Production Specialist — Hospital Services (Versiti Blood Center of Wisconsin) (2018–Present)

OtherDocumentPrompt + Response Writing (SFT)

You used AI-assisted tools to streamline communication templates and improve workflow planning for regulated hospital blood-product operations. You coached teams during high-volume periods, ensuring consistent and accurate documentation practices in workflows that include regulated records and recall/withdrawal documentation. Your AI-assisted communication and planning work focused on improving textual consistency and operational efficiency. • Streamlined communication templates using AI-assisted tools. • Improved workflow planning with AI-assisted workflow design. • Guided staff on regulated documentation during recalls, withdrawals, and look-back cases. • Trained and mentored employees to reinforce safety, competency, and documentation accuracy.

2018 - Present

Products Management Technician I - Versiti Blood Center of Wisconsin

Supported STAT room operations and urgent hospital orders while maintaining operational readiness. Ran operational and safety reports to inform planning and quality assurance activities. Identified workflow issues, implemented corrective actions, and manufactured blood components in compliance with documented procedures. • Support STAT room operations and fulfill urgent hospital order requirements • Run operational and safety reporting to support planning and QA • Manufacture blood components per QSDs with accurate labeling • Introduce structured prompt-based checklists to improve documentation consistency

2016 - 2018

Products Management Tech I — Versiti Blood Center of Wisconsin (2016–2018)

OtherDocumentPrompt + Response Writing (SFT)

In this role, you improved documentation consistency by creating structured prompt-based checklists and operational reporting. You contributed to QA-oriented communication workflows by identifying where documentation and safety reports required clearer, more repeatable wording. Your work supported high-volume, regulated processes where accurate textual documentation outputs were critical. • Built structured prompt-based checklists to standardize documentation. • Produced and reviewed operational and safety reports to support planning and QA. • Implemented corrective actions when workflow issues affected documentation quality. • Manufactured blood components per QSDs with accurate labeling while reinforcing consistent written records.

2016 - 2018

Education

Work History