Rovinie

Key Skills

Software

Data Annotation Tech

Clickworker

Top Subject Matter

AI response evaluation

Prompt and response refinement for AI training

Dataset labeling and quality control

Top Data Types

Text

Audio

Document

Video

Top Task Types

Prompt + Response Writing (SFT)

Classification

Transcription

Freelancer Overview

Professional AI evaluation (freelance data annotator work). Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N and A. Education includes Teaching English as a Foreign Language (TEFL) Certificate, International Open Academy and Teaching English to Young Learners (TEYL) Certificate, International Open Academy. AI-training focus includes data types such as Text, Audio, and Document and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

Transcript formatting and cleanup (freelance)

Document

Performed transcript research for unclear words, names, or technical terms when necessary. Applied formatting guidelines such as timestamps and speaker labels to produce structured transcripts. Maintained confidentiality of sensitive information while handling recording content. • Researched ambiguous terms to improve transcript fidelity • Respected formatting rules (timestamps/speaker labels) • Corrected unclear segments in context • Maintained confidentiality requirements

Present

Transcriptionist (freelance)

AudioTranscription

Listened to audio or video recordings and transcribed the spoken content into written form. Ensured high accuracy in spelling, grammar, and punctuation while typing transcripts. When required, identified speakers and edited transcripts for clarity and correctness. • Transcribed audio/video content verbatim • Ensured spelling, grammar, and punctuation accuracy • Added speaker labels when needed • Proofread and edited transcripts for readability

Present

Data labeling and categorization (freelance)

TextClassification

Classified and categorized data based on detailed annotation instructions. Identified and recorded errors, inconsistencies, or unclear outputs in datasets to maintain reliability. Ensured labeling consistency by following strict guidelines provided for each task. • Applied label taxonomy to assigned items • Detected inconsistencies or ambiguous outputs • Logged issues for dataset cleanup • Maintained adherence to annotation standards

Present

Prompt and response writing (freelance data annotation work)

TextPrompt + Response Writing (SFT)

Wrote, rewrote, and improved AI prompts and responses when required by annotation instructions. Produced refined prompt-response pairs to better align outputs with desired task goals. Applied consistent formatting and instruction-following to support dataset quality. • Improved prompt wording for task alignment • Enhanced response quality and completeness • Ensured outputs met specified guidelines • Iterated edits based on annotation instructions

Present

Professional AI evaluation (freelance data annotator work)

Text

Evaluated AI-generated responses for accuracy, clarity, and usefulness according to project expectations. Provided feedback aimed at improving output quality for downstream model performance. Followed instructions to ensure consistent evaluation across examples and annotators. • Assessed responses for correctness and completeness • Checked clarity, tone, and usefulness of outputs • Flagged issues such as inaccuracies or unclear responses • Submitted quality feedback to support model improvement

Present

Education

Work History