JOHN KABIRU NDEGWA
Location: Kenya
PROFESSIONAL SUMMARY
Detail-oriented and results-driven professional with experience in AI data annotation, data training,
translation, transcription, and education. Proven ability to prepare high-quality datasets for machine
learning models, ensuring accuracy, consistency, and efficiency. Highly skilled in remote work
environments with strong communication and problem-solving abilities.
CORE SKILLS
• AI Data Training & Annotation
• Data Labeling, Classification & QA
• English ↔ Swahili Translation
• Transcription & Proofreading
• Remote Work Tools & Platforms
• Sign Language Communication
• Attention to Detail & Accuracy
PROFESSIONAL EXPERIENCE
Data Annotation Specialist / AI Data Trainer (Remote)
Freelance | 2023 – Present
• Annotate image, audio, and text datasets for AI model training
• Perform data labeling, classification, and segmentation tasks
• Ensure quality assurance and accuracy of datasets
• Contribute to improving machine learning model performance
Translation & Transcription Specialist (Remote)
Freelance | 2022 – Present
• Translate content between English and Swahili with high accuracy
• Perform transcription and proofreading tasks
• Maintain contextual and grammatical correctness
Teacher for the Deaf (Biology/Agriculture)
Reverend Muhoro School for the Deaf | 2023 – Present
• Deliver inclusive and adaptive learning strategies
• Support learners with hearing impairments using sign language
Teacher for the Deaf (Biology/Agriculture)
St. Bridget School for the Deaf | 2017 – 2022
• Developed and implemented lesson plans for special needs learners
• Monitored student progress and performance
IEBC Clerk
• Assisted in polling station setup and voter verification processes
EDUCATION
Bachelor of Special Needs Education – University of Eldoret (Second Class Upper)
KCSE: B- | KCPE: 253 Marks
PROFESSIONAL DEVELOPMENT
• TSC Certified Teacher
• Computer Packages Training
• Sign Language Training
• Disability Care Training
• AI Data Training & Annotation (Hands-on Experience)
• Data Labeling & Quality Control for AI Systems
REFEREES
Available upon request