Francis Omambia
@francisomambia
AI data annotation & quality assurance expert with field-tested data rigor.
What I'm looking for
I’m a data-focused professional with field experience in data collection, evaluation, documentation, and quality assurance across 100+ telecommunications installations. Certified in MEAL, I bring a strong foundation in qualitative and quantitative research, data annotation, and process documentation, backed by a detail-oriented, tech-savvy approach to remote collaboration.
In my current role as a Fiber Network Technician, I conduct field data collection and analyze client feedback across 100+ installations to identify service patterns and improve operational efficiency. I perform data evaluation and quality assurance using OTDR tools and technical manuals, reducing client downtime by 40%, while maintaining 99% operational uptime through monitoring, troubleshooting, and documentation. I also trained 10 junior technicians on standard operating procedures to ensure consistent data capture and service delivery.
Previously, as a Field Operating Technician, I executed installation, maintenance, and troubleshooting for field equipment with a focus on accuracy and data integrity. I used software tools and technical manuals to analyze equipment performance and systematically record maintenance data to strengthen team knowledge sharing and QA processes. I’m now seeking freelance remote roles in AI data annotation, evaluation, labeling, and linguistic QA, where my documentation quality and research discipline can directly improve dataset reliability.
Experience
Work history, roles, and key accomplishments
Fiber Network Technician
Openhawk Technologies
May 2025 - Present (1 year 2 months)
Conducted field data collection and client feedback analysis across 100+ fiber network installations to identify service patterns and improve operational efficiency. Performed data evaluation and quality assurance using OTDR tools, and documented maintenance processes and service reports.
Field Operating Technician
Wavestream Technologies
May 2025 - Jul 2025 (2 months)
Executed fiber network installation, maintenance, and troubleshooting with focus on accuracy and data integrity. Used technical manuals and software tools to analyze equipment performance and document maintenance findings using research methods.
Education
Degrees, certifications, and relevant coursework
South Eastern Kenya University
Bachelor of Arts, Sociology & Anthropology
2021 - 2025
Bachelor of Arts in Sociology & Anthropology with training in ethnographic fieldwork, qualitative and quantitative research methods, statistical analysis, and data collection.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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