Faith Karuga

Key Skills

Software

Remotasks

Other

Top Subject Matter

Mathematics Domain Expertise

Language Processing

AI Evaluation

Top Data Types

Text

Computer Code Programming

Top Task Types

Classification

Freelancer Overview

Expert AI Data Trainer. Core strengths include Remotasks and Other. Education includes Bachelor of Science, University of Nairobi (2020). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Expert AI Data Trainer

RemotasksText

As an Expert AI Data Trainer at Remotask technologies, I evaluated and graded AI-generated responses focused on mathematical reasoning accuracy and consistency. I provided in-depth feedback to enhance AI response quality and collaborated regularly with researchers and analysts to pinpoint improvement opportunities. My role included creating and refining assessment criteria to track AI progress and supporting the safety of AI outputs. • Evaluated AI-generated answers for accuracy, especially in math domains. • Delivered granular feedback to improve AI performance. • Developed and modified assessment rubrics for measuring AI understanding. • Worked closely with interdisciplinary teams to ensure reliable AI model development.

As an Expert AI Data Trainer at Remotask technologies, I evaluated and graded AI-generated responses focused on mathematical reasoning accuracy and consistency. I provided in-depth feedback to enhance AI response quality and collaborated regularly with researchers and analysts to pinpoint improvement opportunities. My role included creating and refining assessment criteria to track AI progress and supporting the safety of AI outputs. • Evaluated AI-generated answers for accuracy, especially in math domains. • Delivered granular feedback to improve AI performance. • Developed and modified assessment rubrics for measuring AI understanding. • Worked closely with interdisciplinary teams to ensure reliable AI model development.

2023 - 2024

Language and Mathematics Annotator

OtherTextClassification

As a Language and Mathematics Annotator at DataWorks Inc., I annotated, graded, and reviewed a diverse set of mathematical and linguistic tasks for AI training datasets. I closely followed rigorous guidelines to ensure accurate and consistent data annotations and conducted thorough quality checks. My contributions included developing training materials and problem sets used in various AI training programs. • Labeled mathematical problems and linguistic data for AI models. • Maintained a 95% annotation accuracy rate by applying quality control protocols. • Assisted with the creation of onboarding materials for new annotators. • Supported multiple AI training initiatives with reliable, high-quality annotations.

As a Language and Mathematics Annotator at DataWorks Inc., I annotated, graded, and reviewed a diverse set of mathematical and linguistic tasks for AI training datasets. I closely followed rigorous guidelines to ensure accurate and consistent data annotations and conducted thorough quality checks. My contributions included developing training materials and problem sets used in various AI training programs. • Labeled mathematical problems and linguistic data for AI models. • Maintained a 95% annotation accuracy rate by applying quality control protocols. • Assisted with the creation of onboarding materials for new annotators. • Supported multiple AI training initiatives with reliable, high-quality annotations.

2020 - 2022

Education

Work History