Godswill Nwanga

Key Skills

Software

Appen

Data Annotation Tech

Label Studio

OneForma

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Top Task Types

Classification

Data Collection

Evaluation Rating

Text Summarization

Translation Localization

Freelancer Overview

I have hands-on experience in data labeling and AI training projects, mainly focused on text, image, and audio data. I’ve worked on tasks like sentiment analysis, content moderation, entity recognition, and image annotation for industries such as eCommerce, healthcare, and autonomous driving. I’m comfortable using a variety of labeling tools and following detailed annotation guidelines to ensure accuracy and consistency. What sets me apart is my attention to detail and understanding of how quality data directly impacts model performance. I’ve also helped review and improve labeling workflows to make the process more efficient. I’m passionate about building fair and reliable AI systems, and I always aim to bring both accuracy and ethical awareness to the work I do.

Labeling Experience

Data Annotator Specialist

OneformaTextText SummarizationEvaluation Rating

I worked on the Cumulus Initiative through Oneforma and another Client Tool, focusing on text classification and evaluation tasks. My role involved accurately categorizing large volumes of text data according to detailed guidelines and rating the quality of outputs to ensure they met project standards. This helped improve the quality of training data used for natural language processing models. The project enhanced my skills in consistent annotation, quality assessment, and working efficiently within tight deadlines.

I worked on the Cumulus Initiative through Oneforma and another Client Tool, focusing on text classification and evaluation tasks. My role involved accurately categorizing large volumes of text data according to detailed guidelines and rating the quality of outputs to ensure they met project standards. This helped improve the quality of training data used for natural language processing models. The project enhanced my skills in consistent annotation, quality assessment, and working efficiently within tight deadlines.

2025 - 2025

AI Data Annotator Specialist

OneformaTextClassificationText Summarization

I participated in the Lighthouse project on Oneforma, working on multiple NLP tasks including text classification, summarization, and translation/localization. My role involved accurately categorizing text data, creating concise summaries, and ensuring translated content was contextually appropriate and culturally relevant. Additionally, I evaluated and rated outputs to maintain high-quality standards for AI training datasets. This project sharpened my skills in attention to detail, language nuances, and consistency across diverse text sources, supporting the development of more effective and reliable language models.

I participated in the Lighthouse project on Oneforma, working on multiple NLP tasks including text classification, summarization, and translation/localization. My role involved accurately categorizing text data, creating concise summaries, and ensuring translated content was contextually appropriate and culturally relevant. Additionally, I evaluated and rated outputs to maintain high-quality standards for AI training datasets. This project sharpened my skills in attention to detail, language nuances, and consistency across diverse text sources, supporting the development of more effective and reliable language models.

2024 - 2025

Data Annotator

OneformaImageClassificationObject Detection

I participated in the Lighthouse Image Evaluation project on Oneforma, where my main responsibility was to carefully assess and rate images based on their quality, relevance, and adherence to specific guidelines. This work was crucial for helping improve the training data used in computer vision models. I focused on maintaining consistency and accuracy throughout the evaluation process, which contributed to building a reliable and high-quality dataset for AI development.

I participated in the Lighthouse Image Evaluation project on Oneforma, where my main responsibility was to carefully assess and rate images based on their quality, relevance, and adherence to specific guidelines. This work was crucial for helping improve the training data used in computer vision models. I focused on maintaining consistency and accuracy throughout the evaluation process, which contributed to building a reliable and high-quality dataset for AI development.

2024 - 2025

Education

Work History