Veruschka L.

Key Skills

Software

Appen

Remotasks

Scale AI

Lionbridge

Toloka

Data Annotation Tech

Top Subject Matter

Natural Language Processing

Content Moderation

Technical Documentation

Top Data Types

Text

Image

Audio

Document

Top Task Types

Entity (NER) Classification

Bounding Box

Transcription

Freelancer Overview

Vee is a detail-oriented freelance data annotation specialist with hands-on expertise across text and NLP labelling, image and video annotation, and content moderation. She has worked across platforms including Appen, Remotasks, Scale AI, Lionbridge AI, Toloka, DataAnnotation.tech, and Upwork, bringing a consistent track record of accuracy and reliability to remote annotation projects. Her professional background strongly reinforces her annotation capability: technical documentation work has sharpened the structured thinking and consistency annotation demands; investigative data capturing at the Special Investigation Unit built high-volume, high-accuracy data processing skills; financial administration developed a methodical, verification-first mindset; and care support work has cultivated the ethical awareness and empathy essential for content moderation tasks.

Labeling Experience

Freelance Data Annotation Specialist (Audio Transcription)

AppenAudioTranscription

I performed audio transcription as part of my freelance annotation responsibilities, converting spoken language into accurate, structured text datasets. This role required close attention to detail and consistency to assure high-quality transcriptions for various AI training needs. I adhered to specific transcription and labeling guidelines set by each project. • Transcribed audio files to text with high accuracy. • Followed detailed annotation instructions and project protocols. • Delivered structured audio datasets for machine learning and training purposes. • Maintained project confidentiality and data security standards.

Present

Freelance Data Annotation Specialist (Image/Video Annotation)

AppenImageBounding Box

As a Freelance Data Annotation Specialist, I performed image and video labeling tasks that included bounding box annotation, object detection and classification, semantic segmentation, and keypoint labeling. My role required consistently applying labeling guidelines to diverse visual datasets on various platforms. I contributed to building and improving computer vision datasets for AI model training. • Drew bounding boxes around objects for detection and classification tasks. • Applied semantic segmentation and keypoint labeling on images and video. • Utilized multiple annotation software platforms for high-volume labeling projects. • Ensured data quality and compliance with project standards.

Present

Freelance Data Annotation Specialist (Text/NLP, RLHF, Content Moderation)

AppenTextEntity (NER) Classification

As a Freelance Data Annotation Specialist, I performed text and NLP annotation tasks such as sentiment analysis, named entity recognition, intent classification, and text summarization. I evaluated AI-generated text responses for accuracy and policy compliance, and conducted AI response rating including RLHF and content moderation. My work involved processing large volumes of text data independently using various annotation platforms. • Conducted sentiment analysis, intent classification, and text summarization. • Evaluated and rated AI-generated responses (RLHF) and performed content moderation. • Labeled entities and performed named entity recognition (NER) in diverse datasets. • Managed annotation projects remotely with high accuracy and consistency.

Present

Education

Work History