Wendie Grace

Key Skills

Software

Label Studio

Appen

Top Subject Matter

AI/Natural Language Processing

Language Processing/Multilingual NLP

AI Content Evaluation/NLP

Top Data Types

Text

Audio

Document

Top Task Types

Classification

Freelancer Overview

AI Data Annotation & Labeling (Independent Work). Core strengths include Label Studio and Appen. AI-training focus includes data types such as Text and labeling workflows including Classification, Translation, and Localization.

Labeling Experience

AI Content Evaluation Tasks

AppenAudioTranscription

I evaluated AI-generated responses for relevance, accuracy, and clarity in the context of natural language processing projects. The task involved ranking and comparing outputs based on predefined quality and instruction criteria. I also identified and flagged ambiguous or misleading content to improve AI-generated text. • Assessed AI-generated responses for compliance and relevance. • Ranked outputs according to clarity and accuracy. • Provided feedback for improving AI language models. • Detected and reported errors or inconsistencies in generated content.

I evaluated AI-generated responses for relevance, accuracy, and clarity in the context of natural language processing projects. The task involved ranking and comparing outputs based on predefined quality and instruction criteria. I also identified and flagged ambiguous or misleading content to improve AI-generated text. • Assessed AI-generated responses for compliance and relevance. • Ranked outputs according to clarity and accuracy. • Provided feedback for improving AI language models. • Detected and reported errors or inconsistencies in generated content.

2025 - Present

Swahili–English Language Processing Tasks

AppenTextQuestion Answering

I worked on Swahili–English language processing tasks, including translation and transcription for AI datasets. My responsibilities included preserving tone and meaning during translation and accurately transcribing spoken Swahili into written text. I also managed code-switching and informal language scenarios to ensure dataset quality. • Translated Swahili text into English for AI training. • Transcribed spoken Swahili for speech-to-text tasks. • Handled informal and mixed-language content. • Contributed to robust, multilingual AI models.

I worked on Swahili–English language processing tasks, including translation and transcription for AI datasets. My responsibilities included preserving tone and meaning during translation and accurately transcribing spoken Swahili into written text. I also managed code-switching and informal language scenarios to ensure dataset quality. • Translated Swahili text into English for AI training. • Transcribed spoken Swahili for speech-to-text tasks. • Handled informal and mixed-language content. • Contributed to robust, multilingual AI models.

2025 - Present

AI Data Annotation & Labeling (Independent Work)

Label StudioTextPrompt Response Writing SFT

I classified and labeled text data for tasks such as sentiment analysis, intent recognition, and topic detection. Structured annotation guidelines were followed to ensure high accuracy and consistency in the labeled data. I reviewed, corrected, and curated labeled datasets to enhance the quality of AI model training. • Performed text classification for sentiment, intent, and topic. • Ensured label accuracy by adhering to detailed guidelines. • Conducted dataset reviews and corrected inconsistencies. • Improved AI models by providing high-quality labeled data.

I classified and labeled text data for tasks such as sentiment analysis, intent recognition, and topic detection. Structured annotation guidelines were followed to ensure high accuracy and consistency in the labeled data. I reviewed, corrected, and curated labeled datasets to enhance the quality of AI model training. • Performed text classification for sentiment, intent, and topic. • Ensured label accuracy by adhering to detailed guidelines. • Conducted dataset reviews and corrected inconsistencies. • Improved AI models by providing high-quality labeled data.

2025 - Present

Education

Work History