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Cliff Wachira

Cliff Wachira

Visual Asset Design & Image Labeling Specialist

Kenya flagNairobi, Kenya
$17.00/hrExpertOther

Key Skills

Software

Other

Top Subject Matter

Anime Domain Expertise
Coding Syntax
Forex Candlesticks

Top Data Types

ImageImage
TextText
AudioAudio

Top Task Types

Classification
Transcription
Segmentation

Freelancer Overview

Visual Asset Design & Image Labeling Specialist. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. AI-training focus includes data types such as Image and Text and labeling workflows including Classification, Transcription, and Evaluation.

ExpertEnglish

Labeling Experience

Visual Asset Design & Image Labeling Specialist

ImageClassification
Designed and managed visual asset series blending anime, coding, and Forex themes for online distribution. Executed specialized asset categorization strategies for product labeling and global marketplace alignment. Labeled martial arts-themed illustrations for targeted business initiatives. • Developed visual die-cut sticker assets for digital platforms. • Implemented contextual labeling for themed image sets. • Applied hybrid classification strategies for diverse visual products. • Managed asset release and categorization for e-commerce.

Designed and managed visual asset series blending anime, coding, and Forex themes for online distribution. Executed specialized asset categorization strategies for product labeling and global marketplace alignment. Labeled martial arts-themed illustrations for targeted business initiatives. • Developed visual die-cut sticker assets for digital platforms. • Implemented contextual labeling for themed image sets. • Applied hybrid classification strategies for diverse visual products. • Managed asset release and categorization for e-commerce.

2022 - Present

Technical Transcriptionist & Research Workflow Developer

OtherTextTranscription
Produced high-fidelity, clean verbatim transcripts for executive calls centered on AI semiconductor advancements and financial analytics. Established a proprietary research method to verify terminology in niche technical sectors. Captured complex technical discourse involving advanced computing hardware and infrastructure. • Clean verbatim transcription of executive meetings. • Technical documentation of AI, semiconductor, and SaaS terminology. • Ensured 100% transcript accuracy for data center and networking content. • Developed and maintained linguistic quality standards.

Produced high-fidelity, clean verbatim transcripts for executive calls centered on AI semiconductor advancements and financial analytics. Established a proprietary research method to verify terminology in niche technical sectors. Captured complex technical discourse involving advanced computing hardware and infrastructure. • Clean verbatim transcription of executive meetings. • Technical documentation of AI, semiconductor, and SaaS terminology. • Ensured 100% transcript accuracy for data center and networking content. • Developed and maintained linguistic quality standards.

2021 - Present

AI Media Evaluation Specialist

OtherImage
Evaluated AI-generated media for adherence to stringent quality and safety standards to optimize model performance. Reviewed outputs for accuracy and compliance with technical content guidelines. Provided actionable feedback to improve the reliability of AI visual media models. • Quality assurance of AI-generated images. • Alignment verification with technical safety frameworks. • Flagged and documented model inaccuracies. • Supported AI media training by structured evaluation.

Evaluated AI-generated media for adherence to stringent quality and safety standards to optimize model performance. Reviewed outputs for accuracy and compliance with technical content guidelines. Provided actionable feedback to improve the reliability of AI visual media models. • Quality assurance of AI-generated images. • Alignment verification with technical safety frameworks. • Flagged and documented model inaccuracies. • Supported AI media training by structured evaluation.

2021 - 2022

Education

F

FreeCodeCamp

Certificate, JavaScript

Certificate
2025 - 2026

Work History

I

Imerit

Data labeling

Nairobi
2026 - Present
H

Hercycle

Technical Lead

Nairobi
2022 - Present