Ireen A.

Key Skills

Software

Appen

Clickworker

CloudFactory

CrowdSource

Lionbridge

Mindrift

OneForma

Top Subject Matter

Swahili/English linguistic evaluation

search relevance

and content safety moderation

Top Data Types

Text

Image

Audio

Top Task Types

Data Collection

Transcription

Classification

Bounding Box

Text Generation

Question Answering

Text Summarization

Freelancer Overview

AI Training Specialist & Search Evaluator (Remote) — Microsoft (UHRS), Appen Connect, Truelancer. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Appen and Other. Education includes Bachelor of Science, Machakos University (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Freelance Technical Solutions Provider (Remote) — Self-Employed

OtherTextData Collection

Managed independent remote data workflows while meeting daily production targets and maintaining data security protocols. Performed digital verification, basic database management, and UI/UX checks to support downstream data preparation and review. Troubleshot remote system configurations and software setup to sustain reliable operations for ongoing work.• Daily production-focused data workflow management. • Verification and quality checks for client data workflows. • Basic database management and UI/UX validation. • Operational troubleshooting to maintain uptime for remote delivery.

2024 - Present

AI Training Specialist & Search Evaluator (Remote) — Microsoft (UHRS), Appen Connect, Truelancer

AppenText

Performed deep-level search engine evaluation and webpage relevance mapping to improve ranking quality. Assessed AI outputs for linguistic accuracy, grammar correctness, and cultural nuance in Swahili to ensure high-quality training data. Conducted text annotation, data tagging, and content safety moderation to filter toxic or inaccurate inputs.• Search relevance and ranking evaluation for AI systems. • Linguistic validation and cultural nuance checks for Swahili content. • Content safety moderation for harmful or low-quality data. • Pairwise comparisons of model responses with quality feedback.

2021 - Present

Education

Work History