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Michelle Nguyen

Freelance Generalist AI Trainer

USA flagSkokie, Usa
$20.00/hrEntry LevelOtherScale AI

Key Skills

Software

Other
Scale AIScale AI

Top Subject Matter

Artificial Intelligence
Large Language Models
Computer Science

Top Data Types

TextText
ImageImage
AudioAudio

Top Task Types

Bounding Box
Classification
Object Detection
Text Generation
Segmentation
Question Answering
Text Summarization
Fine Tuning
Transcription
Evaluation Rating
Data Collection
Prompt Response Writing SFT

Freelancer Overview

I have hands-on experience in AI training and data labeling through my role as a Freelance Generalist AI Trainer with Outlier AI and Handshake AI, where I evaluated large language model outputs using structured ranking criteria to improve response accuracy and consistency. I provided detailed annotations and feedback based on predefined evaluation frameworks and created supervised fine-tuning examples by analyzing edge cases. This work required strong attention to detail, critical thinking, and the ability to apply nuanced guidelines across diverse prompts, directly contributing to higher-quality training datasets. In addition to my labeling experience, my computer science background and projects strengthen my ability to contribute effectively to AI training workflows. I am proficient in Python, Java, SQL, and JavaScript, and have experience working with REST APIs, JSON, and data structures. In projects like CatchMatch (a full-stack web app built during UIC SparkHacks), a Weather App that integrates real-time API data, and a Python-based interactive quiz application, I developed skills in data handling, modular design, and dynamic data processing. Combined with my foundation in algorithms, artificial intelligence coursework, and object-oriented programming, I bring a technical, detail-oriented approach to improving the quality of AI training data.

Entry LevelEnglish

Labeling Experience

Freelance Generalist AI Trainer

OtherTextBounding Box
Working under Outlier AI and Handshake AI, I contributed to the development and improvement of large language models by performing a wide range of AI training and data annotation tasks. Transcribed audio data with high accuracy, labeled datasets using both text-based annotations and bounding boxes (bboxes), and evaluated multiple AI-generated responses by selecting the best outputs and providing clear, structured reasoning. Ensured consistency and quality by following detailed guidelines and identifying edge cases across diverse data types. Additionally, created high-quality supervised fine-tuning examples by designing prompts and crafting ideal model responses, demonstrating how AI systems should behave in real-world scenarios. Strengthened model performance by combining attention to detail, critical thinking, and a strong understanding of language patterns, contributing to more accurate and reliable AI outputs.

Working under Outlier AI and Handshake AI, I contributed to the development and improvement of large language models by performing a wide range of AI training and data annotation tasks. Transcribed audio data with high accuracy, labeled datasets using both text-based annotations and bounding boxes (bboxes), and evaluated multiple AI-generated responses by selecting the best outputs and providing clear, structured reasoning. Ensured consistency and quality by following detailed guidelines and identifying edge cases across diverse data types. Additionally, created high-quality supervised fine-tuning examples by designing prompts and crafting ideal model responses, demonstrating how AI systems should behave in real-world scenarios. Strengthened model performance by combining attention to detail, critical thinking, and a strong understanding of language patterns, contributing to more accurate and reliable AI outputs.

2025 - Present

Education

U

University of Illinois Chicago

Bachelor of Science, Computer Science

Bachelor of Science
2023 - 2026

Work History

G

Goodwill Industries

Retail Sales Associate

Skokie
2023 - Present