Ryan The Goat

Key Skills

Software

Other

Remotasks

HiveMind

Top Subject Matter

General AI/ML

General/transcription Domain Expertise

Legal Services & Contract Review

Top Data Types

Text

Video

Document

Image

Audio

Top Task Types

Classification

Data Collection

Transcription

Freelancer Overview

Data Annotator | Hive Workers. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include HiveMind, Other, and Remotasks. Education includes Bachelor of Procurement and Logistics Management, Multimedia University of Kenya (2025) and Certified Public Accountant Foundation Level, KCA University (2025). AI-training focus includes data types such as Image, Text, and Audio and labeling workflows including Classification, Data Collection, and Transcription.

Labeling Experience

Data Annotator at Prolific Ltd

OtherTextClassificationData Collection

At Prolific Ltd, I provided comprehensive data annotation services across over 200 diverse projects for research and development purposes. My output ensured accurate and precise labeling that improved the overall integrity of client datasets. Web research and meticulous data collection were integral to my role. • Labeled and structured text data for research use cases. • Employed consistent, high-standard labeling practices. • Enhanced project accuracy via thorough validation checks. • Worked collaboratively to complete a broad range of annotation tasks.

At Prolific Ltd, I provided comprehensive data annotation services across over 200 diverse projects for research and development purposes. My output ensured accurate and precise labeling that improved the overall integrity of client datasets. Web research and meticulous data collection were integral to my role. • Labeled and structured text data for research use cases. • Employed consistent, high-standard labeling practices. • Enhanced project accuracy via thorough validation checks. • Worked collaboratively to complete a broad range of annotation tasks.

2023 - Present

Data Annotator at Hive Workers

HivemindImageClassification

As a Data Annotator at Hive Workers, I executed diverse data annotation tasks focused on AI model training. My efforts led to high-accuracy labeling that significantly enhanced the quality and reliability of machine learning datasets. I consistently maintained stringent standards of accuracy and consistency in dataset preparation. • Labeled textual data to support various AI model objectives. • Validated data integrity before final dataset inclusion. • Collaborated remotely to meet project deadlines and standards. • Achieved over 95% accuracy in all assigned annotation projects.

As a Data Annotator at Hive Workers, I executed diverse data annotation tasks focused on AI model training. My efforts led to high-accuracy labeling that significantly enhanced the quality and reliability of machine learning datasets. I consistently maintained stringent standards of accuracy and consistency in dataset preparation. • Labeled textual data to support various AI model objectives. • Validated data integrity before final dataset inclusion. • Collaborated remotely to meet project deadlines and standards. • Achieved over 95% accuracy in all assigned annotation projects.

2025 - 2025

Transcriptionist & Reviewer | Scribie

OtherAudioTranscription

In my role as a Transcriptionist & Reviewer at Scribie, I transcribed and reviewed audio content with an emphasis on accuracy and adherence to style guidelines. I contributed to the quality control process by ensuring all transcriptions were clear and consistent. My feedback and reviews helped improve overall transcription quality. • Transcribed a wide range of audio files for different domains. • Provided feedback to enhance the accuracy of transcribed outputs. • Achieved a 98% adherence rate to transcription guidelines. • Supported team quality standards through reviews.

In my role as a Transcriptionist & Reviewer at Scribie, I transcribed and reviewed audio content with an emphasis on accuracy and adherence to style guidelines. I contributed to the quality control process by ensuring all transcriptions were clear and consistent. My feedback and reviews helped improve overall transcription quality. • Transcribed a wide range of audio files for different domains. • Provided feedback to enhance the accuracy of transcribed outputs. • Achieved a 98% adherence rate to transcription guidelines. • Supported team quality standards through reviews.

2022 - 2024

AI Trainer at Remo Tasks Organization

RemotasksImageClassification

As an AI Trainer with Remo Tasks Organization, I annotated data and assisted in the training and evaluation of machine learning algorithms. My contribution improved model accuracy and supported the evaluation cycle for algorithm performance. Collaborative teamwork was crucial to achieving project goals. • Labeled and evaluated training data for AI models. • Participated in quality control and feedback processes. • Enhanced machine learning models with validated data. • Fostered a productive and goal-oriented team environment.

As an AI Trainer with Remo Tasks Organization, I annotated data and assisted in the training and evaluation of machine learning algorithms. My contribution improved model accuracy and supported the evaluation cycle for algorithm performance. Collaborative teamwork was crucial to achieving project goals. • Labeled and evaluated training data for AI models. • Participated in quality control and feedback processes. • Enhanced machine learning models with validated data. • Fostered a productive and goal-oriented team environment.

2023 - 2023

Education

Work History