Arlene F.

Key Skills

Software

Don't disclose

Appen

Top Subject Matter

Content moderation (video) for BPO clients

Image captioning/annotation for BPO projects

General annotation (image) in BPO context

Top Data Types

Video

Image

Document

Text

Top Task Types

Text Generation

Classification

Segmentation

Cuboid

Entity (NER) Classification

Freelancer Overview

Freelance Content Moderator at THOTH Pte. Ltd (Jul 15, 2024–Jun 30, 2026). Brings 25+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Appen. Education includes Bachelor of Arts, Asia Pacific College (2012) and Vocational Course Graduate, MultiTech Skills and Development Training Center (2004). AI-training focus includes data types such as Video, Image, and Document and labeling workflows including Evaluation, Rating, and Text Generation.

Labeling Experience

Freelance Content Moderator at THOTH Pte. Ltd (Jul 15, 2024–Jun 30, 2026)

Don't discloseVideo

Performed freelance content moderation by reviewing video content and assigning moderation decisions based on guideline criteria. Ensured labeled outcomes met quality standards for downstream filtering and enforcement. Escalated edge cases and guideline uncertainties to supervisors for consistent handling. •Reviewed video clips for policy violations •Applied predefined moderation categories •Documented decisions and relevant notes •Supported QA checks and rework when needed

2024 - 2026

Freelance Image Captioning Specialist - Mcri Global Corporation

AppenImageSegmentationCuboid

Worked as a Freelance Image Annotator/Captioning contributor supporting content labeling and caption-related tasks. Ensured outputs met required formatting and quality standards while processing image and caption requests. Applied consistent guidelines to reduce errors and improve overall dataset reliability. • Prepared image-related outputs according to provided instructions. • Produced captions/corresponding text in line with task requirements. • Performed self-checks to ensure compliance with accuracy expectations. • Met turnaround times while following quality assurance expectations.

2023 - 2024

Freelance Image Annotator/Captioning at MCRI GLOBAL CORPORATION (Jun 30, 2023–Feb 9, 2024)

Don't discloseImageText Generation

Conducted image annotation with captioning to generate textual descriptions for labeled image inputs. Followed company annotation standards to produce consistent, usable captions. Performed checks to ensure labeling quality and adherence to formatting requirements. •Annotated images with caption text •Ensured captions matched visible content •Applied style and guideline constraints •Performed quality verification before submission

2023 - 2024

Senior Associate/Annotator at Innodata Knowledge Services, Inc. (Mar 20, 2023–Jun 30, 2023)

Don't discloseImageClassificationSegmentation

Performed senior-level annotation work by applying project-specific labeling guidelines to image data. Contributed to maintaining consistent labeling across batches through careful review practices. Supported overall labeling quality through adherence to defined instructions. •Annotated items according to guidelines •Performed internal review/verification on output •Resolved minor discrepancies during labeling •Provided support for maintaining consistency

2023 - 2023

Data Processing Associate/Annotator at Appen Services Philippines (Sep 15, 2020–Jan 27, 2023)

AppenDocumentEntity (NER) Classification

Worked as a Data Processing Associate/Annotator performing annotation-related data processing for AI/ML datasets. Applied labeling standards to extract structured information from provided inputs. Completed quality assurance steps to reduce errors and improve dataset reliability. •Processed dataset items for labeling readiness •Performed entity identification/classification tasks •Verified structured output completeness •Supported QA processes for corrections

2020 - 2023

Education

Work History