Benesta Nyairabu

Key Skills

Software

Remotasks

Top Subject Matter

Machine learning and AI development

Machine learning dataset preparation

Top Data Types

Image

Top Task Types

Classification

Bounding Box

Polygon

Segmentation

Cuboid

Polyline

Object Detection

Text Generation

Question Answering

Text Summarization

Transcription

Data Collection

Freelancer Overview

Data Annotator, Fuzu. Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Remotasks. Education includes Bachelor of Arts, Maasai Mara University (2021) and Diploma, Balozi Training Institute (2016). AI-training focus includes data types such as Image and labeling workflows including Classification.

Labeling Experience

Data Annotator, Fuzu

ImageClassification

As a data annotator at Fuzu, I reviewed and labeled images, text, and video data to train machine learning and AI models. I ensured high-quality data by verifying annotation accuracy, conducting audits, and providing feedback to fellow annotators. My responsibilities included organizing data repositories and collaborating with data scientists and engineers to align on project requirements. • Labeled and tagged images using internal/proprietary tooling for computer vision projects. • Annotated and classified textual data to support natural language processing development. • Conducted regular quality control audits to maintain data integrity. • Maintained ongoing communication with project stakeholders for milestone tracking and deliverable alignment.

As a data annotator at Fuzu, I reviewed and labeled images, text, and video data to train machine learning and AI models. I ensured high-quality data by verifying annotation accuracy, conducting audits, and providing feedback to fellow annotators. My responsibilities included organizing data repositories and collaborating with data scientists and engineers to align on project requirements. • Labeled and tagged images using internal/proprietary tooling for computer vision projects. • Annotated and classified textual data to support natural language processing development. • Conducted regular quality control audits to maintain data integrity. • Maintained ongoing communication with project stakeholders for milestone tracking and deliverable alignment.

2025 - Present

Data Annotator, Remotasks

RemotasksImageClassification

At Remotasks, I remotely executed a wide range of data labeling and classification tasks for AI and machine learning projects. My work enhanced data quality for computer vision and text-based model training. I worked independently, meeting accuracy targets and adhering to project guidelines for effective data collection and annotation. • Labeled and categorized images and text using the Remotasks platform. • Followed quality assurance protocols to ensure reliable data output. • Managed workload to ensure timely completion of annotation batches. • Provided feedback on platform improvements and annotation guidelines.

At Remotasks, I remotely executed a wide range of data labeling and classification tasks for AI and machine learning projects. My work enhanced data quality for computer vision and text-based model training. I worked independently, meeting accuracy targets and adhering to project guidelines for effective data collection and annotation. • Labeled and categorized images and text using the Remotasks platform. • Followed quality assurance protocols to ensure reliable data output. • Managed workload to ensure timely completion of annotation batches. • Provided feedback on platform improvements and annotation guidelines.

2020 - 2021

Education

Work History