Loraine H.

Key Skills

Software

Internal/Proprietary Tooling

Don't disclose

Top Subject Matter

Dataset labeling and content creation

Data annotation and transcription-related labeling

Top Data Types

Text

Audio

Image

Top Task Types

Classification

Entity (NER) Classification

Bounding Box

Transcription

Freelancer Overview

Analyst Content Creation, Innodata Knowledge Services.. Brings 13+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N and A. Education includes Bachelor of Science, University of Makati (2014). AI-training focus includes data types such as Text and labeling workflows including Classification and Entity (NER) Classification.

Labeling Experience

Analyst Content Creation, Innodata Knowledge Services (annotation duties).

TextEntity (NER) Classification

Annotated and labeled data to ensure compliance with labeling specifications and project requirements. Followed transcription and annotation guidelines to produce consistent labeled outputs. Coordinated review of labeled work by verifying accuracy and consistency before finalization. • Labeled datasets according to provided specifications. • Ensured labeling adhered to quality and formatting requirements. • Performed consistency checks against guidelines. • Prepared labeled results ready for downstream use.

2026 - 2026

Analyst Content Creation, Innodata Knowledge Services.

TextClassification

Performed data review and organization by organizing and categorizing datasets according to project guidelines. Assessed outputs for accuracy and consistency and flagged errors to support continuous quality improvement. Examined datasets for patterns and trends and prepared insights to inform decision-making and process enhancements. • Reviewed and categorized text-based datasets for correct classification. • Validated annotation quality by checking accuracy and consistency. • Identified errors and provided feedback for improved labeling quality. • Derived insights from dataset patterns to improve workflows.

2026 - 2026

Education

Work History