Valentine A.

Key Skills

Software

Label Studio

CVAT

Labelbox

Roboflow

Data Annotation Tech

Top Subject Matter

AI/LLM Evaluation

Top Data Types

Computer Code Programming

Image

Video

Top Task Types

Bounding Box

Segmentation

Polygon

Entity (NER) Classification

Classification

Point/Key Point

Cuboid

Object Detection

Text Generation

Question Answering

Text Summarization

RLHF

Fine-tuning

Freelancer Overview

AI Response Evaluation & Quality Assessment (Training, Coursework, Projects). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N and A. Education includes Bachelor of Education Science, Kibabii University (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Response Evaluation & Quality Assessment (Training, Coursework, Projects)

Text

Contributed to AI training and response evaluation by critically assessing model outputs. Applied structured thinking and logical reasoning to analyze text-based data for accuracy and quality. Utilized foundational skills in data analysis to ensure the reliability of labeled data. • Evaluated AI responses across multiple contexts for effectiveness. • Maintained high accuracy in reviewing and rating model-generated text. • Applied logical reasoning to critique and provide structured feedback on AI outputs. • Ensured the quality and integrity of data annotations through detailed evaluations.

Present

Education

Work History