Cathy Kamau

Key Skills

Software

Labelbox

Top Subject Matter

No subject matter listed

Top Data Types

Video

Top Label Types

Question Answering

Action Recognition

Freelancer Overview

I am an experienced AI Training Specialist with over 6 years of hands-on expertise in data labeling, annotation, and quality assurance for machine learning projects. My background includes executing high-volume RLHF tasks, supervised fine-tuning, semantic labeling, and model ranking across diverse domains such as computer vision, natural language processing, mathematics, and creative writing. I am highly skilled in evaluating LLM outputs for accuracy, linguistic nuance, and policy compliance, and have consistently maintained a 99% quality score in my work. Proficient with tools like Labelbox, Scale AI, Appen, and Deepen AI, I leverage my technical skills in Python, SQL, and Linux to optimize workflows and ensure the delivery of high-quality datasets that improve AI model performance, safety, and reasoning. My experience also extends to multilingual sentiment analysis, fact-checking, and technical documentation, making me adept at translating complex guidelines into actionable, reliable training data.

Labeling Experience

Atomic Action Labeling & Logical Reasoning

LabelboxVideoQuestion AnsweringAction Recognition

Executed precise "Atomic Action" labeling for a multi-modal AI project. This involved breaking down complex human actions into discrete, searchable "atoms" to improve model understanding of physical sequences. Additionally, I audited step-by-step logical reasoning chains for mathematical and technical prompts to ensure the model followed a correct "Chain-of-Thought" process.

Executed precise "Atomic Action" labeling for a multi-modal AI project. This involved breaking down complex human actions into discrete, searchable "atoms" to improve model understanding of physical sequences. Additionally, I audited step-by-step logical reasoning chains for mathematical and technical prompts to ensure the model followed a correct "Chain-of-Thought" process.

2021 - 2021

Education

Work History