Vanessa W.

Key Skills

Software

No software listed

Top Subject Matter

AI training transcription and data curation

Egocentric video action labeling for computer vision training

Software quality assurance with documentation evidence

Top Data Types

Audio

Video

Image

Text

Document

Top Task Types

Transcription

Action Recognition

Segmentation

Classification

Tracking

Entity (NER) Classification

Freelancer Overview

Freelance Transcription Specialist in Contract Review, Compliance, and Legal Research. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Certified Specialist, Comprehensive Validation Course, Atlas Capture Egocentric Annotation Program and Certified Functional Tester & Attachment Practitioner, Test IO Academy. AI-training focus includes data types such as Audio, Video, and Computer Code and labeling workflows including Transcription, Action Recognition, and Segmentation.

Labeling Experience

Freelance Data Annotation & AI Specialist (Feb 2026 - Present)

VideoAction RecognitionSegmentation

Executed advanced video labeling workflows for egocentric AI training programs with precise definition of segment boundaries and multi-action labels. Applied stringent action-verb taxonomy and 'No Action' classification rules to maintain near-perfect audit scores. Generated clean, reliable ground-truth datasets to support computer vision model training. • Defined segment boundaries and labeled multi-action intervals • Labeled actions using strict action-verb taxonomy • Applied 'No Action' classification when appropriate • Produced structured ground-truth datasets for training

2026 - Present

Freelance Software Quality Assurance Tester (Jan 2026 - Feb 2026)

SegmentationClassification

Identified and analyzed software vulnerabilities and functional bugs across different digital environments. Authored detailed bug reproduction procedures to provide engineering teams with clear steps for remediation. Created and managed technical attachments, including timed screencasts and annotated screenshots, to substantiate defect findings. • Conducted software bug and vulnerability testing • Documented step-by-step bug reproduction procedures • Prepared evidence attachments (timed screencasts and annotated screenshots) • Managed defect documentation for engineering review

2026 - 2026

Freelance Transcription Specialist (May 2026 - Jun 2026)

AudioTranscription

Converted raw audio into accurate verbatim text sessions while maintaining strict formatting protocols for AI pipeline integration. Produced consistent, high-quality transcription outputs suitable for supervised AI training. Followed guidelines closely to ensure reliable ground-truth text data for downstream use. • Transcribed multi-session audio into verbatim text • Applied strict formatting protocols for seamless pipeline ingestion • Maintained data quality during repetitive independent sessions • Ensured alignment with curation and integration requirements

2026 - 2026

Education

Work History