Karen Bergstrom

Key Skills

Software

Appen

Labelbox

Label Studio

Lionbridge

Other

Top Subject Matter

No subject matter listed

Top Data Types

Document

Image

Text

Top Label Types

Audio Recording

Data Collection

Object Detection

Transcription

Translation Localization

Freelancer Overview

With over 25 years of experience managing HR operations and systems in highly regulated, data-driven environments, I bring a strong foundation in data integrity, process documentation, and compliance. My background includes extensive work with HRIS platforms such as SAP, VIP/Sage, and Power BI, where I have led large-scale data migration, cleansing, validation, and mapping projects. I am skilled in ensuring data quality and governance, developing standard operating procedures, and executing quality assurance and user acceptance testing. My expertise in managing sensitive workforce data, implementing system integrations, and delivering audit-ready reporting positions me well for data labeling and AI training data roles, especially in domains requiring strict compliance and accuracy. I thrive in remote, multicultural teams and am adept at translating complex requirements into structured, actionable data processes.

Labeling Experience

Transcription

OtherTextTranscription

Transcribed voice recordings

Transcribed voice recordings

2020 - 2020

Upwork

LabelboxImageBounding BoxCuboid

Labelling Different objects and scenarios

Labelling Different objects and scenarios

2019 - 2020

Education

Work History