Karen P.

Key Skills

Software

Roboflow

Labelbox

CVAT

Top Subject Matter

Manufacturing & Production

Data Annotation / AI Training

Customer Service

Top Data Types

Text

Document

Top Task Types

Classification

Data Collection

Question Answering

Text Generation

Evaluation/Rating

Entity (NER) Classification

Freelancer Overview

Detail-oriented professional with over 11 years of experience in quality control, production operations, and hospitality roles involving structured, detail-oriented tasks. Developed strong skills in accuracy, error detection, and following strict procedures. I have approximately 1–3 years of experience in tasks involving structured data handling, content review, and quality-focused processes that align with AI training and data annotation work, although not through formal AI platforms. Bachelor of Science in Business Administration, Colegio de San Juan de Letran Calamba.

Labeling Experience

Restaurant Host

TextClassification

Worked in a hospitality environment as a Restaurant Host and Waitress responsible for greeting guests, managing reservations, and providing high-quality customer service in a fast-paced setting. Handled customer inquiries, explained menu items, and ensured accurate order taking and service delivery. Managed customer interactions professionally while maintaining a positive and organized service environment. The role required strong communication skills, attention to customer needs, following structured service procedures, and maintaining consistency in service quality, which are directly transferable to AI content evaluation, dialogue review, and structured annotation tasks.

2015 - 2020

Toll Teller

TextClassification

Worked as a Toll Teller responsible for collecting toll fees, processing cash transactions, and ensuring accurate financial handling in a structured and fast-paced environment. Performed cash counting at the beginning and end of each shift, ensured correct change was provided, and maintained accurate records of all transactions. Followed strict operational procedures to ensure accuracy, accountability, and compliance with financial and reporting standards. This role required high attention to detail, numerical accuracy, and consistency in following structured processes, which are directly transferable to data verification, structured annotation, and quality assurance tasks in AI training workflows.

2013 - 2013

Production Operator

TextClassification

Worked as a Production Operator in a manufacturing environment responsible for operating machinery, handling production processes, and ensuring products met required quality standards. Followed strict operational procedures and performed repetitive, detail-oriented tasks requiring accuracy and consistency. Ensured proper handling, packaging, and inspection of products during production stages while maintaining compliance with safety and quality guidelines. This role required high attention to detail, adherence to structured instructions, and continuous monitoring of production output quality, similar to data validation and structured labeling tasks in AI training workflows.

2010 - 2010

Quality Control Inspector

TextClassification

Quality Control Inspector responsible for inspecting product quality and labeling accuracy to ensure compliance with required standards. Performed structured quality checks to identify defects, categorize issues, and maintain detailed defect records for traceability and continuous improvement. Ensured adherence to strict procedural guidelines in a manufacturing environment. Work required high attention to detail, consistency, and accuracy in evaluating products and recording results in a structured format similar to data labeling and annotation tasks.

2010 - 2010

Education

Work History