I am a data scientist with extensive labeling and annotation experience accumulated over the last five years. Freelance opportunities have sharpened my ability to handle diverse data, deliver high-quality results on complex projects, and collaborate effectively with clients. I have a strong background in research methods, data analysis and modeling, translation, coding, and technical writing, which fuels my passion for advancing scientific knowledge through data annotation, labeling, and AI development. My work across data annotation projects has deepened my expertise with Large Language Models, including validation, testing, evaluation, and simulations across a wide range of subject areas. I pay close attention to detail and use critical thinking to maintain accuracy, and I bring strong communication and teamwork skills with a motivated learner mindset to contribute meaningfully to your team.

Benjamin Kanamba

I am a data scientist with extensive labeling and annotation experience accumulated over the last five years. Freelance opportunities have sharpened my ability to handle diverse data, deliver high-quality results on complex projects, and collaborate effectively with clients. I have a strong background in research methods, data analysis and modeling, translation, coding, and technical writing, which fuels my passion for advancing scientific knowledge through data annotation, labeling, and AI development. My work across data annotation projects has deepened my expertise with Large Language Models, including validation, testing, evaluation, and simulations across a wide range of subject areas. I pay close attention to detail and use critical thinking to maintain accuracy, and I bring strong communication and teamwork skills with a motivated learner mindset to contribute meaningfully to your team.

Available to hire

I am a data scientist with extensive labeling and annotation experience accumulated over the last five years. Freelance opportunities have sharpened my ability to handle diverse data, deliver high-quality results on complex projects, and collaborate effectively with clients.

I have a strong background in research methods, data analysis and modeling, translation, coding, and technical writing, which fuels my passion for advancing scientific knowledge through data annotation, labeling, and AI development. My work across data annotation projects has deepened my expertise with Large Language Models, including validation, testing, evaluation, and simulations across a wide range of subject areas. I pay close attention to detail and use critical thinking to maintain accuracy, and I bring strong communication and teamwork skills with a motivated learner mindset to contribute meaningfully to your team.

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Language

English
Fluent

Work Experience

Assistant Data Analyst at Datum Systems Ltd
January 1, 2017 - January 1, 2019
Assisted to develop, manage, maintain, and troubleshoot databases for optimal performance. Analyzed data to generate data-driven decision support insights for the enterprise. Performed data visualization, data mining, and predictive modelling on complex datasets as the basis for strategic planning and project implementation.
Technical Research Associate at Blakelands Hospital, Milton Keynes
January 1, 2019 - January 1, 2022
Assisted in cancer biology research projects focused on gathering and analyzing data on genetic and environmental risk factors. Developed statistical and computational models for processing clinical data used for trials.
Freelance Data Analyst at Multiple Data Annotation Companies
January 1, 2023 - Present
Labelled and annotated various LLM datasets, including multimodal content, audio, videos, images, and 3D LiDAR. Performed quality control evaluations of tasks completed by fellow annotators to ensure accuracy and consistency. Prepared data for annotation through pre-processing stages, such as standardization, transformation, and labeling of inputs according to project guidelines.
Freelance Annotation and Labeling Projects at Self-Employed / Freelance (Multiple Clients)
January 1, 2023 - Present
Led freelance annotation projects across multimodal datasets (images, text, audio, video, and 3D LiDAR). Performed quality control on annotators' outputs to ensure consistency and accuracy. Prepared data for annotation via preprocessing steps (standardization, format conversion, resizing). Worked on image, text, video, and audio classification tasks, employing Python-driven workflows and applying pixel-level analysis and edge-detection with tuned parameters. Addressed data bias and model overfitting considerations during pattern discovery. Built robust labeling pipelines and documented guidelines to support teamwork and reproducibility.
Medical Scribe at Luminis Health Doctors Community Hospital
January 1, 2023 - January 1, 2026
Accurately documented and transcribed patient records, ensuring high accuracy. Supported psychiatrists, clinicians, nurses, and physicians by managing EHRs and other administrative tasks. Processed over 5,000 EHRs while adhering to internal quality controls, medical ethics, and legal/regulatory frameworks. Continuously updated EHRs with physical examination reports, progress notes, and other relevant health information. Assisted in training newly hired mental health scribes to optimize clinical workflows.
EHR Scribe at SuperAnnotate AI
January 1, 2024 - January 1, 2026
Review and annotate AI scribe outputs for accuracy, safety, relevance, and legal compliance. Apply data annotation standards to high-volume, complex EHR datasets. Assess AI agent outputs to identify medical keywords and clinical entities, and align with existing patient records. Evaluate AI model responses to differentiate speakers and multichannel differentiation axes. Annotate AI scribe outputs for structured data extraction, particularly the ability to understand complex medical terminology and clinical details. Provide high-quality, well-structured feedback on outputs to improve model performance. Evaluate outputs for HIPAA and GDPR compliance, context retention, and utterance segmentation for coherent documentation. Work asynchronously with virtual teams and independently on complex EHR tasks.

Education

Diploma in Kenya Registered Community Health Nursing at Maua Methodist Hospital
January 1, 2011 - January 1, 2015
Bachelor of Science in Nursing at Grand Canyon University
January 1, 2025 - December 29, 2025
Bachelor of Science (Statistics and Programming) at Kenyatta University
January 1, 2013 - January 1, 2017
Master of Science in Nursing (Emphasis in Nursing Education) at Grand Canyon University
January 1, 2019 - January 1, 2022

Qualifications

Certified Data Annotator for NLP and Computer Vision
January 11, 2030 - December 29, 2025
Certified Data Analytics Professional
January 11, 2030 - December 29, 2025
Labelbox Certification Program
January 11, 2030 - December 29, 2025
Certified Data Annotator for NLP and Computer Vision
January 11, 2030 - May 13, 2026
Certified Data Analytics Professional
January 11, 2030 - May 13, 2026
Labelbox Certification Program
January 11, 2030 - May 13, 2026

Industry Experience

Healthcare, Professional Services, Software & Internet, Education, Life Sciences