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I’m Wayne Kipruto, a Data Annotation & Computer Vision specialist based in Eldoret, Kenya, focused on creating high-accuracy training data for next-generation AI models. I work especially with egocentric (first-person) video datasets, handling detailed temporal segmentation, action-recognition labeling, and spatial tracking while following complex annotation protocols. I’m detail-driven and strongly analytical, and I enjoy turning ambiguous edge cases into clear, consistent labels that teams can trust. Alongside annotation work, I’ve also led QA and operational processes—building checklists, mentoring teams, and supporting reliable systems—so I bring both precision and collaboration into every dataset I help produce.…I’m Wayne Kipruto, a Data Annotation & Computer Vision specialist based in Eldoret, Kenya, focused on creating high-accuracy training data for next-generation AI models. I work especially with egocentric (first-person) video datasets, handling detailed temporal segmentation, action-recognition labeling, and spatial tracking while following complex annotation protocols. I’m detail-driven and strongly analytical, and I enjoy turning ambiguous edge cases into clear, consistent labels that teams can trust. Alongside annotation work, I’ve also led QA and operational processes—building checklists, mentoring teams, and supporting reliable systems—so I bring both precision and collaboration into every dataset I help produce.

Wayne Kipruto

Data Annotator, Data Analyst, Data Visualizer, +1

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I’m Wayne Kipruto, a Data Annotation & Computer Vision specialist based in Eldoret, Kenya, focused on creating high-accuracy training data for next-generation AI models. I work especially with egocentric (first-person) video datasets, handling detailed temporal segmentation, action-recognition labeling, and spatial tracking while following complex annotation protocols. I’m detail-driven and strongly analytical, and I enjoy turning ambiguous edge cases into clear, consistent labels that teams can trust. Alongside annotation work, I’ve also led QA and operational processes—building checklists, mentoring teams, and supporting reliable systems—so I bring both precision and collaboration into every dataset I help produce.…I’m Wayne Kipruto, a Data Annotation & Computer Vision specialist based in Eldoret, Kenya, focused on creating high-accuracy training data for next-generation AI models. I work especially with egocentric (first-person) video datasets, handling detailed temporal segmentation, action-recognition labeling, and spatial tracking while following complex annotation protocols. I’m detail-driven and strongly analytical, and I enjoy turning ambiguous edge cases into clear, consistent labels that teams can trust. Alongside annotation work, I’ve also led QA and operational processes—building checklists, mentoring teams, and supporting reliable systems—so I bring both precision and collaboration into every dataset I help produce.

Available to hire

I’m Wayne Kipruto, a Data Annotation & Computer Vision specialist based in Eldoret, Kenya, focused on creating high-accuracy training data for next-generation AI models. I work especially with egocentric (first-person) video datasets, handling detailed temporal segmentation, action-recognition labeling, and spatial tracking while following complex annotation protocols.

I’m detail-driven and strongly analytical, and I enjoy turning ambiguous edge cases into clear, consistent labels that teams can trust. Alongside annotation work, I’ve also led QA and operational processes—building checklists, mentoring teams, and supporting reliable systems—so I bring both precision and collaboration into every dataset I help produce.

Skills

Experience Level

Expert

Expert

Expert

Expert

Intermediate

Work Experience

Computer Vision Data Annotator (Remote) at Atlas Capture LLC

February 1, 2026 - Present

Reviewed and annotated complex egocentric video datasets featuring multi-step human-environment interactions while strictly following evolving, multi-layer project guidelines. Produced precise temporal segmentation and spatial tracking with exact timestamps for recurring events, and authored clear written descriptions of labeled behaviors. Collaborated with project leads to resolve ambiguous edge cases and maintained high data quality through rigorous protocol adherence. Consistently achieved 90%+ data accuracy and exceeded daily production quotas, supporting faster model training and improved benchmark spatial awareness.

Lead Systems Administrator & Technical Quality Lead at Rorizzi Digital Services

March 1, 2024 - January 1, 2026

Set standardized review criteria, quality checklists, and audit workflows for client-facing digital submissions and compliance-focused data processing. Interpreted complex technical and government compliance guidelines, evaluated content accuracy, and trained team members on strict operational procedures. Upskilled and mentored 15+ individuals in digital literacy, data input precision, and standardized operating protocols, resulting in zero compliance errors across client submissions and a high-accuracy operational framework.

IT Support & Data Analyst at Security Group Africa

February 1, 2023 - July 1, 2023

Maintained system integrity and reliable data management by performing meticulous backups and documenting troubleshooting protocols to prevent recurrence of operational issues. Analyzed system workflows, produced detailed SOPs with technical clarity, and executed routine data verification to protect critical assets. Delivered strong operational reliability, maintaining 99.9% uptime and streamlining documentation for team knowledge sharing.