Samuel Muhia
DATA ANNOTATION | AI TRAINING | QUALITY ASSURANCE | DATA ENTRY
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About
Detail-oriented and dependable professional with experience in data annotation, AI training, data classification, quality review, customer service, media operations, and general administration. Skilled in reviewing text, images, and video; identifying errors and inconsistencies; following detailed project guidelines; maintaining accuracy; and completing tasks independently under deadlines. Proficient with computers, Microsoft Excel, Google Sheets, and online work platforms.
Strong communication, teamwork, organization, problem-solving, and decision-making abilities.
Experience
Data Annotation / AI Training at Freelance / Project-Based (2025-02 – 2025-08)
- Reviewed and categorized text, images, and other digital information according to project guidelines.
- Applied detailed instructions and quality standards consistently when completing annotation and review tasks.
- Identified errors, inconsistencies, irrelevant information, and quality issues within datasets.
- Maintained high levels of accuracy and consistency when reviewing large volumes of information.
- Used computers, spreadsheets, and online platforms to complete, organize, and track assigned tasks.
- Worked independently, managed assigned workloads, and consistently met deadlines.
- Applied critical thinking and sound judgment when making decisions based on task guidelines.
- Maintained confidentiality when handling digital content and project information.
Caretaker (2025-12 – 2026-03)
- Maintained premises in a clean, safe, and organized condition.
- Performed basic maintenance and repairs, including painting and minor electrical work.
- Served tenants professionally and responded to their needs with respect and reliability.
- Strengthened management, organization, and time-management skills through daily operations.
Customer Service (2024-05 – 2025-01)
- Served customers professionally and responded to customer needs effectively.
- Delivered goods to customers at their required destinations.
- Developed strong customer service, communication, and interpersonal skills.
Media Crew (2023 – 2024)
- Operated cameras for media and recording activities.
- Promoted studio content through digital marketing and online posting.
- Supported sound engineering and ensured recording equipment and sound arrangements were organized.
- Helped implement management policies and directives within the church environment.
- Maintained and handled musical instruments responsibly.
- Worked with diverse personalities and areas of expertise, strengthening teamwork and adaptability.
- Managed time effectively and met deadlines while working under pressure.
Education
Bachelor of Science in Music and Arts – Kabarak University (2019 – 2023)
Certificate in Electrical Engineering – Kandara Technical College (2023 – 2024)
Kenya Certificate of Secondary Education (KCSE) – Muruka High School (2015 – 2018)
Kenya Certificate of Primary Education (KCPE) – Karumu Primary School (2006 – 2014)
