Harerimana U.

Key Skills

Software

Don't disclose

CVAT

Top Subject Matter

Computer Vision / General AI Data Labeling

Computer Vision / Text-Adjacent Annotation QA

Business Communication (not AI training focused)

Top Data Types

Image

Text

Document

Top Task Types

Classification

Freelancer Overview

Project Manager / Data Specialist at Ready to Bloom Inc. (oversight and QA of data annotation workflows). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and CVAT. Education includes Bachelor of Science, University of Kigali. AI-training focus includes data types such as Image and Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Project Manager / Data Specialist - Ready to Bloom

CVATImage

Project management and specialist support to ensure data-related deliverables meet quality, accuracy, and guideline requirements. Conducts structured reviews to detect errors, inconsistencies, missing information, and edge cases. Coordinates work planning and maintains high standards under time pressure. • Oversee data annotation workflows while enforcing project guidelines • Perform detailed quality assurance reviews across datasets • Support team performance and consistency across outputs • Manage task execution and accuracy under tight deadlines

2026 - Present

Project Manager / Data Specialist at Ready to Bloom Inc. (oversight and QA of data annotation workflows)

Don't discloseImage

Reviewed and validated labeled dataset outputs against project guidelines. Identified errors, inconsistencies, missing information, and edge-case issues through detailed quality assurance checks. Ensured consistency of annotations across datasets for reliable downstream use. • QA review of structured annotation outputs • Guideline compliance and consistency checks • Error detection for completeness and correctness • Support of team quality and accuracy under deadlines

2026 - Present

Data Annotator / AI Support Specialist at Ready to Bloom Inc. (data annotation, QA, and AI data support)

CVATImageClassification

Performed data annotation and labeling to produce accurate, guideline-aligned outputs. Detected subtle labeling mistakes, inconsistencies, and difficult edge cases to improve dataset quality. Maintained high focus and efficiency while working through repetitive labeling tasks at scale. • Caption/text accuracy and structured dataset review • Error detection and QA of labeled data • Edge-case identification and correction • Compliance with detailed annotation instructions

2025 - 2025

Marketing Coordinator at Balaji Tours & Travels (excluded from core data labeling focus)

Don't discloseText

Prepared structured written communications and coordinated customer inquiries with clarity. While not strictly data-labeling work, responsibilities involved producing consistent structured text outputs aligned with communication needs. • Structured writing for communication • Clear messaging and sentence clarity • Consistency in repetitive customer communications • Professional handling of inquiries

2023 - 2023

Education

Work History