Truong Anthony

Key Skills

Software

Appen

Mercor

Mindrift

OneForma

Remotasks

Scale AI

Snorkel AI

Toloka

Telus

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Image

Text

Top Task Types

Evaluation/Rating

Prompt + Response Writing (SFT)

Question Answering

Text Generation

Freelancer Overview

Having worked with top systems like Mecor, Outlier, Remotask, Snorkel AI, DataAnnotation.AI, and Mindrift, I have a great deal of practical knowledge in data labeling and AI training data operations. Text categorization, sentiment analysis, search relevance, content moderation, image and video identification, data verification, and fine-grained LLM evaluation tasks are just a some of the annotation needs I work with. I'm adept at adhering to intricate instructions, keeping a high level of accuracy, and swiftly adjusting to new processes and annotation tools. My ability to strike a mix between quality and speed has allowed me to consistently rank among the top contributors on a number of projects. Beyond simple annotation work, my strong analytical thinking, meticulous attention to detail, and comprehension of model behavior enable me to spot edge cases, enhance dataset consistency, and offer superior assessments for LLM training and evaluation. I am at ease with both organized and unstructured data, timely assessment, rating based on a rubric, and iterative refinement activities that enhance the safety and reasoning of AI models. I stand out in AI training data positions thanks to my combination of platform experience, quality-focused execution, and a thorough understanding of data standards.

Labeling Experience

LLM Evaluation & Prompt Response Rating (Outlier, Snorkel AI, Mindrift)

Scale AITextClassificationText Generation

I have contributed to several end-to-end data labeling and AI training projects across platforms such as Outlier, Snorkel AI, Remotask, Mindrift, Mecor, and DataAnnotation.AI. My work includes evaluating LLM outputs, annotating text for sentiment, intent, and safety, labeling images and videos, and performing search relevance assessments. I consistently follow detailed guidelines, ensure high annotation accuracy, and help refine datasets that support model alignment, reasoning quality, and overall performance. My experience spans both linguistic and multimodal tasks, giving me a well-rounded foundation in high-quality AI training data.

I have contributed to several end-to-end data labeling and AI training projects across platforms such as Outlier, Snorkel AI, Remotask, Mindrift, Mecor, and DataAnnotation.AI. My work includes evaluating LLM outputs, annotating text for sentiment, intent, and safety, labeling images and videos, and performing search relevance assessments. I consistently follow detailed guidelines, ensure high annotation accuracy, and help refine datasets that support model alignment, reasoning quality, and overall performance. My experience spans both linguistic and multimodal tasks, giving me a well-rounded foundation in high-quality AI training data.

2021 - 2025

Education

Work History