I am an annotation and transcription professional with over five years of experience supporting AI training projects through high-quality video, audio, and text annotation. My work involves transforming raw data into structured, human-readable outputs that enhance Large Language Models (LLMs), robotics, and other AI systems. I have collaborated with global teams on diverse AI initiatives, contributing to gold-standard datasets that improve model training, evaluation, and real-world performance. With advanced English proficiency, a sharp eye for detail, and the ability to identify patterns, errors, and inefficiencies, I excel in precision-focused tasks that demand consistency and accuracy. I thrive in remote environments where adaptability, self-management, and clear communication are essential. I am passionate about advancing the field of AI through careful, consistent annotation that bridges the gap between human understanding and machine learning. My goal is to continue contributing to innovative projects that shape the future of LLMs, robotics, and embodied AI systems.

Joyce Gachuiri

I am an annotation and transcription professional with over five years of experience supporting AI training projects through high-quality video, audio, and text annotation. My work involves transforming raw data into structured, human-readable outputs that enhance Large Language Models (LLMs), robotics, and other AI systems. I have collaborated with global teams on diverse AI initiatives, contributing to gold-standard datasets that improve model training, evaluation, and real-world performance. With advanced English proficiency, a sharp eye for detail, and the ability to identify patterns, errors, and inefficiencies, I excel in precision-focused tasks that demand consistency and accuracy. I thrive in remote environments where adaptability, self-management, and clear communication are essential. I am passionate about advancing the field of AI through careful, consistent annotation that bridges the gap between human understanding and machine learning. My goal is to continue contributing to innovative projects that shape the future of LLMs, robotics, and embodied AI systems.

Available to hire

I am an annotation and transcription professional with over five years of experience supporting AI training projects through high-quality video, audio, and text annotation. My work involves transforming raw data into structured, human-readable outputs that enhance Large Language Models (LLMs), robotics, and other AI systems.

I have collaborated with global teams on diverse AI initiatives, contributing to gold-standard datasets that improve model training, evaluation, and real-world performance. With advanced English proficiency, a sharp eye for detail, and the ability to identify patterns, errors, and inefficiencies, I excel in precision-focused tasks that demand consistency and accuracy. I thrive in remote environments where adaptability, self-management, and clear communication are essential. I am passionate about advancing the field of AI through careful, consistent annotation that bridges the gap between human understanding and machine learning. My goal is to continue contributing to innovative projects that shape the future of LLMs, robotics, and embodied AI systems.

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Language

English
Advanced

Work Experience

English Annotator at Mindrift
January 1, 2023 - Present
Fact-checked and annotated English-language datasets for AI training. Adapted complex technical tasks into clear, concise, user-friendly content. Followed structured annotation protocols while maintaining cultural and contextual accuracy.
Transcriptionist at Remotasks
February 1, 2018 - Present
Transcribed video and audio data; performed annotation under defined guidelines; consistent with tight deadlines.
Data Annotator at Appen (Freelance)
January 1, 2024 - Present
Annotated data for AI training; multi-language dataset work.
Linguistic Annotator at CrowdGen Pro
March 1, 2023 - Present
Annotated and validated multilingual datasets for training LLMs; ensured natural, human-friendly representation of text in structured outputs.
Data Annotator at Remotask / Scale AI
January 1, 2023 - October 6, 2025
Annotated video, audio, and text datasets for global AI projects. Provided structured, timestamped descriptions aligned with project guidelines. Delivered consistent results under tight deadlines while ensuring dataset quality.
Receptionist at Ceragem Kenya
August 1, 2017 - October 6, 2025
Managed a high volume of inbound calls, scheduling appointments and providing product information. Built rapport with clients through strong verbal communication and professional phone presence. Maintained accurate records in both physical logs and CRM systems.

Education

KCSE at Kangubiri Girls High School
January 1, 2011 - January 1, 2011
Information Technology at petanns institute
January 1, 2015 - January 1, 2015
Driver's License at Seniors Driving School
January 1, 2016 - January 1, 2016
Digital Marketing at Ajira Kenya
January 1, 2022 - January 1, 2022

Qualifications

KCSE
January 1, 2011 - January 1, 2011
Information Technology Certification
January 1, 2015 - January 1, 2015
Driver's License
January 1, 2016 - January 1, 2016
Digital Marketing Certification (Ajira Kenya)
January 1, 2022 - January 1, 2022

Industry Experience

Professional Services, Software & Internet, Media & Entertainment, Education