John Chuchu Waithera

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Independent Consultant – Image & Video Annotationp

iMerit (Scholars by iMerit)

Dec 2025 - Current (8 months)

• Annotate and analyze images and video clips to support the training of multimodal AI and machine learning models. • Label complex visual elements including objects, people, environments, actions, emotions, and spatial relationships. • Describe temporal sequences, scene transitions, and motion patterns in video data with high accuracy. • Validate AI-generated outputs for correctness, relevance, and alignment with established annotation guidelines. • Maintain consistent data quality and follow structured annotation protocols to ensure dataset integrity. • Collaborate on evolving quality benchmarks, contributing structured datasets that improve model visual reasoning.
Video Annotation Specialist

Atlas Capture

Sep 2025 - Nov 2025 (3 months)

• Reviewed and annotated short video clips for computer vision and AI training datasets, capturing subjects, settings, actions, and narrative flow. • Applied detailed labeling guidelines to tag mood, lighting conditions, camera angles, and scene context. • Identified and documented scene transitions, object movements, and temporal interactions with precision. • Maintained high throughput while meeting quality benchmarks, consistently achieving accuracy targets. • Flagged ambiguous or edge-case footage for review, ensuring clean and reliable annotation outputs.
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Sales Representative

Moonlight Express Limited

Jan 2021 - Current (5 years 7 months)

• Managed a large portfolio of retail and wholesale accounts across Nakuru region, consistently exceeding monthly targets. • Applied strong analytical and attention-to-detail skills to track territory performance, customer data, and reporting. • Demonstrated independent work ethic and structured planning across a 4+ year field sales career.

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John Chuchu Waithera

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