Open to opportunities

john kabi

@johnkabi

Message

Detail-oriented Data Annotator and AI Specialist with proven experience.

Kenya

Message

What I'm looking for

I am looking for a role that values precision and offers opportunities for growth in AI and data analysis.

I am a detail-oriented Data Annotator and AI Specialist with over 2 years of experience in evaluating AI-generated content and performing high-quality data labeling. My proven track record includes maintaining quality standards, conducting bias detection, and supervising junior annotators. I am skilled in using professional annotation tools and have experience working remotely with precision and consistency.

My strong English writing and communication skills complement my technical abilities, allowing me to provide actionable feedback that improves model performance. I am committed to delivering accurate, time-bound results while adhering to guidelines and workflows. My academic background in Mechatronics Engineering, combined with my certification in AI/ML programming, equips me with a solid foundation in intelligent systems and data-driven decision-making.

Experience

Work history, roles, and key accomplishments

Current

Freelance AI/ML Developer & Technical Writer

Current

Self-Employed / Online Platforms

Sep 2023 - Present (1 year 10 months)

Authored clear and accurate technical documentation, user guides, and implementation notes. Conducted extensive data verification and content reviews for machine learning models.

Technical Writing Content Review Machine Learning Documentation User Guides

AI Evaluator & Data Annotator

Outlier AI

Dec 2023 - Sep 2024 (9 months)

Evaluated and annotated AI-generated content across multiple domains for accuracy, compliance, and bias. Provided detailed constructive feedback to development teams for model improvement.

Data Annotation AI Evaluation Quality Assurance Chatbot Behavior Remote Collaboration Annotating Content Tagging

Education

Degrees, certifications, and relevant coursework

Dedan Kimathi University of Technology

BSc in Mechatronics Engineering, Mechatronics Engineering

Activities and societies: Member, Innovators Club – involved in AI-related projects and competitions.

Currently pursuing a Bachelor of Science in Mechatronics Engineering with a focus on intelligent systems, automation, and data-driven decision making. Engaged in AI-related projects and competitions as a member of the Innovators Club.

Google AI & Siddharthan Collaboration Program

Certification, AI/ML Programming

Completed practical training in Python, machine learning algorithms, and real-world AI applications. Gained hands-on experience in time-series modeling, recommendation systems, and annotation workflows.