Nelson Mukila

Key Skills

Software

Other

Remotasks

Clickworker

CloudFactory

Top Subject Matter

General AI Training

Top Data Types

Text

Image

Document

Top Task Types

Classification

Polygon

Segmentation

Polyline

Data Collection

Prompt Response Writing SFT

Bounding Box

Freelancer Overview

Freelance Data Annotator & Proofreader – Upwork. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Remotasks. Education includes Bachelor of Arts, Maseno University (2024) and Kenya Certificate of Secondary Education, Nakeel Boys High School (2017). AI-training focus includes data types such as Text and labeling workflows including Classification.

Labeling Experience

Freelance Data Annotator & Proofreader – Upwork

OtherTextClassification

I labeled and annotated datasets to train AI systems on Upwork as a freelancer. My responsibilities included accurately tagging digital text data and following specific client annotation instructions. I also ensured high standards of quality, consistency, and accuracy in all completed annotations. • Annotated and labeled diverse text datasets for multiple client projects. • Adhered strictly to client guidelines and annotation instructions. • Maintained thorough checks for quality and accuracy across all labeled data. • Combined proofreading and annotation tasks for data integrity.

I labeled and annotated datasets to train AI systems on Upwork as a freelancer. My responsibilities included accurately tagging digital text data and following specific client annotation instructions. I also ensured high standards of quality, consistency, and accuracy in all completed annotations. • Annotated and labeled diverse text datasets for multiple client projects. • Adhered strictly to client guidelines and annotation instructions. • Maintained thorough checks for quality and accuracy across all labeled data. • Combined proofreading and annotation tasks for data integrity.

2022 - 2022

Data Annotator – Remotasks

RemotasksTextClassification

As a Data Annotator at Remotasks, I labeled and categorized text data for machine learning projects. I meticulously followed task-specific annotation guidelines and ensured all labels met high-accuracy standards. This role required keen attention to detail and consistency across large datasets. • Labeled and categorized data for machine learning usage. • Applied annotation instructions provided for each project. • Ensured adherence to accuracy and quality requirements. • Maintained a reliable workflow for timely task completion.

As a Data Annotator at Remotasks, I labeled and categorized text data for machine learning projects. I meticulously followed task-specific annotation guidelines and ensured all labels met high-accuracy standards. This role required keen attention to detail and consistency across large datasets. • Labeled and categorized data for machine learning usage. • Applied annotation instructions provided for each project. • Ensured adherence to accuracy and quality requirements. • Maintained a reliable workflow for timely task completion.

2020 - 2021

Education

Work History