Key Skills

Freelancer Overview

I am a cybersecurity professional with hands-on experience in data analysis, system monitoring, and information security, which directly supports high-quality data labeling and annotation for AI training. My background includes conducting vulnerability assessments, incident response, and detailed malware analysis using tools like Splunk, Wireshark, Cuckoo Sandbox, and ELK Stack SIEM. I have led projects that required meticulous attention to detail, such as memory analysis, artifact extraction, and the implementation of access controls, ensuring data accuracy and integrity. My experience developing and delivering cybersecurity training modules has strengthened my ability to communicate complex concepts clearly, while my work in compliance and technical documentation demonstrates my commitment to data quality and security—essential for AI and machine learning data workflows. I am fluent in both English and Swahili, which enables me to contribute to multilingual data projects and diverse teams.

Labeling Experience

Education

Work History