Nehemiah Kibet

Key Skills

Software

Clickworker

Top Subject Matter

No subject matter listed

Top Data Types

Text

Image

Top Label Types

Classification

Freelancer Overview

I am a Computer Science graduate with practical experience in data labeling and AI training data preparation, working on text, image, and basic audio annotation tasks. I have contributed to projects involving text classification, sentiment analysis, entity recognition, and image tagging, following detailed annotation guidelines to ensure high accuracy and consistency. I am experienced in reviewing and correcting labeled data, maintaining quality standards, and meeting productivity targets while working with confidential datasets. What sets me apart is my strong attention to detail, technical foundation in artificial intelligence and data structures, and ability to quickly adapt to new labeling tools and project requirements. Through academic and hands-on projects, I have built and labeled custom datasets used for AI model training, applying ethical AI principles and data privacy best practices. I am reliable, deadline-driven, and well-suited for remote, guideline-intensive AI training and data labeling work.

Labeling Experience

Text Classification Dataset Project

ClickworkerTextClassification

For the Text Classification Dataset Project, I built and labeled datasets specifically for AI training purposes. I applied clear labeling standards to guarantee consistency and ease of use for downstream tasks. The project contributed to more robust natural language processing models. • Built and labeled text datasets • Applied classification labels and standards • Focused on data clarity and accuracy • Supported development of NLP models

For the Text Classification Dataset Project, I built and labeled datasets specifically for AI training purposes. I applied clear labeling standards to guarantee consistency and ease of use for downstream tasks. The project contributed to more robust natural language processing models. • Built and labeled text datasets • Applied classification labels and standards • Focused on data clarity and accuracy • Supported development of NLP models

2023 - 2023

Image Annotation Practice Project

ClickworkerImageClassification

During the Image Annotation Practice Project, I annotated images for object recognition tasks to contribute to AI training. I observed industry guidelines for accuracy, ensuring that labeled data met project specifications. This experience enhanced the dataset quality and supported computer vision model development. • Labeled image data for object recognition • Ensured image annotations met accuracy standards • Used structured guidelines for labeling • Improved image dataset quality

During the Image Annotation Practice Project, I annotated images for object recognition tasks to contribute to AI training. I observed industry guidelines for accuracy, ensuring that labeled data met project specifications. This experience enhanced the dataset quality and supported computer vision model development. • Labeled image data for object recognition • Ensured image annotations met accuracy standards • Used structured guidelines for labeling • Improved image dataset quality

2023 - 2023

Data Labeling Associate (Remote / Contract)

ClickworkerTextClassification

As a Data Labeling Associate on freelance platforms, I labeled and annotated datasets primarily for text classification, sentiment analysis, and related tasks. I adhered strictly to annotation guidelines to ensure accuracy and consistency throughout the project. My work supported the training and refinement of AI and machine learning models. • Labeled text and image data for classification and sentiment analysis • Conducted quality assurance to meet benchmarks • Followed data privacy and confidentiality standards • Regularly reviewed and corrected labeled data

As a Data Labeling Associate on freelance platforms, I labeled and annotated datasets primarily for text classification, sentiment analysis, and related tasks. I adhered strictly to annotation guidelines to ensure accuracy and consistency throughout the project. My work supported the training and refinement of AI and machine learning models. • Labeled text and image data for classification and sentiment analysis • Conducted quality assurance to meet benchmarks • Followed data privacy and confidentiality standards • Regularly reviewed and corrected labeled data

2023

Education

Work History