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Bervaline Moruri

Bervaline Moruri

Software Developer - Web and Mobile Applications

KENYA flag
Nairobi, Kenya
$60.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

No subject matter listed

Top Data Types

TextText

Top Label Types

Classification
Evaluation Rating

Freelancer Overview

While I have not worked in a formal AI training role, I have extensive experience evaluating technical system outputs, validating correctness, identifying errors, and providing structured feedback through cybersecurity labs, software development projects, and technical documentation. These tasks closely align with AI evaluation and human feedback workflows.

Entry LevelEnglish

Labeling Experience

IT & Cybersecurity Specialist – AI Evaluation and Data Annotation

OtherTextClassificationEvaluation Rating
I have not had an opportunity to work on paid platform-based data annotation tasks yet. However, I have practical experience working on tasks that are close to data annotation work through cybersecurity labs, system evaluation projects, and software testing, as given below. Evaluated the intrusion detection system (IDS) alerts by marking them as true positive, false positive, or false negative using controlled attack simulations. Annotated the output of the IDS alerts for better understanding while tuning the system. Tested the features of Android and backend applications by labeling outputs as correct, incorrect, or partially correct in different input scenarios. Annotated edge cases, documented system behaviour for debugging and improvements.

I have not had an opportunity to work on paid platform-based data annotation tasks yet. However, I have practical experience working on tasks that are close to data annotation work through cybersecurity labs, system evaluation projects, and software testing, as given below. Evaluated the intrusion detection system (IDS) alerts by marking them as true positive, false positive, or false negative using controlled attack simulations. Annotated the output of the IDS alerts for better understanding while tuning the system. Tested the features of Android and backend applications by labeling outputs as correct, incorrect, or partially correct in different input scenarios. Annotated edge cases, documented system behaviour for debugging and improvements.

2025 - 2025

Education

U

United States International University - Africa

Bachelor of Science, Information System and Technology

Bachelor of Science
2021 - 2025

Work History

M

MemeyAI Company

Mobile App Developer Intern

Nairobi
2025 - 2025
Z

Zada Consult Company

Software Developer Intern

Nairobi
2023 - 2023