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Chris CalebCC
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Chris Caleb

@chriscaleb

AI data annotator at Handshake AI who evaluated model responses and recorded English and Swahili audio for AI training.

Kenya
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At Handshake AI, I evaluated AI model responses for accuracy, helpfulness, tone, and safety against detailed rubrics. I flagged ambiguous or inappropriate outputs and wrote concise rationales for my judgments.

At Silencio AI, I recorded English and Swahili speech and environmental audio for AI training datasets, checking clips for clarity, background noise, and correct labeling. In my Smart Crop Recommendation System project, I corrected mislabeled source data before training a Random Forest model that reached 99.5% test accuracy.

Experience

Work history, roles, and key accomplishments

SA

AI Data Contributor

Silencio AI

May 2026 - Jun 2026 (1 month)

Recorded and submitted speech and environmental audio clips for AI training datasets. Reviewed each clip for clarity, background noise, and correct labeling, meeting platform quality standards.

Education

Degrees, certifications, and relevant coursework

Meru University of Science and Technology logoMT

Meru University of Science and Technology

Bachelor of Data Science, Data Science

2022 -

Pursuing a Bachelor of Data Science, graduating in October 2026. Coursework includes Computer Vision, Machine Learning, MLOps, Exploratory Data Analysis, and Computing Ethics.

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