Thato N.

Key Skills

Software

Clickworker

Appen

Data Annotation Tech

HiveMind

Lionbridge

Micro1

Mindrift

OneForma

Remotasks

Scale AI

Toloka

Top Subject Matter

Research Analyst

AI Training & Data Annotation Subject Matter Expert

Generative AI Response Evaluation Expert

Top Data Types

Image

Text

Document

Top Task Types

Classification

Question Answering

Transcription

Evaluation/Rating

Data Collection

Prompt + Response Writing (SFT)

Segmentation

Object Detection

Computer Programming/Coding

Text Generation

Freelancer Overview

Versatile AI Training Specialist with over 2 years of experience in AI model training, data annotation, prompt evaluation, search engine evaluation, content moderation, and quality assurance. Experienced working on large-scale AI projects through Remotasks, UHRS, and Clickworker. Skilled in analyzing data, evaluating AI-generated content, maintaining high accuracy standards, and supporting machine learning development through detailed feedback and data labeling.

Labeling Experience

AI Trainer & Generative AI Specialist

TextQuestion Answering

●Evaluated and improved AI-generated responses for accuracy, relevance, and quality. ●Assessed chatbot and large language model outputs against detailed project guidelines. ●Performed prompt evaluation and response ranking tasks to support AI model development. ●Identified factual inaccuracies, reasoning errors, and content quality issues in AI-generated content. ●Provided detailed feedback to improve model performance and user experience. ●Applied critical thinking and analytical skills to assess complex prompts and responses. ●Maintained high quality standards while meeting project deadlines and productivity targets. ● Collaborated with project teams and adapted to evolving AI training requirements.

2025 - Present

Education

Work History