Kevin M.

Key Skills

Software

No software listed

Top Subject Matter

AI/LLM content evaluation and dataset annotation

Structured information review and quality assurance

Top Data Types

Text

Document

Image

Top Task Types

Object Detection

Transcription

Data Collection

Text Summarization

Freelancer Overview

AI Data Annotator (Remote) — Evaluator/annotator of AI-generated content and reasoning traces. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N, A, and Google Workspace. Education includes Bachelor of Science, University of Embu (2018). AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Data Annotator (Remote) — Evaluator/annotator of AI-generated content and reasoning traces

Text

Performed evaluation and annotation of AI-generated content, reasoning paths, and scenario-based tasks. Checked outputs for logical consistency, clarity, and relevance to given project guidelines. Flagged missing assumptions, contradictions, ambiguous instructions, and unrealistic scenario elements. • Reasoning path assessment • Scenario and instruction consistency checks • Annotation for ML dataset improvement • Identification of ambiguity/inconsistency issues

2023 - Present

Administrative Virtual Assistant (Remote) — Research and structured information QA support

Document

Reviewed structured information and ensured data accuracy across multiple projects. Applied analytical thinking to organize information and solve problems. Identified gaps and inconsistencies by interpreting detailed guidelines and executing tasks precisely. • Structured information review • Guideline-based task execution • Gap and inconsistency identification • Data accuracy support

2021 - 2022

Education

Work History