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Carson Smith

Carson Smith

AI Training Data Specialist (Multimodal: Text, Image, Audio, TTS)

USA flagMelbourne, Usa
$21.00/hrEntry LevelScale AIData Annotation Tech

Key Skills

Software

Scale AIScale AI
Data Annotation TechData Annotation Tech

Top Subject Matter

Artificial Intelligence & Machine Learning
Natural Language Processing (NLP) & LLM Evaluation
Computer Vision & Speech AI (TTS, Voice, Audio)

Top Data Types

3D Sensor
TextText
DocumentDocument

Top Task Types

Fine Tuning
Text Summarization
Text Generation
Classification
Segmentation
Bounding Box
Data Collection

Freelancer Overview

I have hands-on experience in AI training data and data annotation through over two months of active work with Outlier AI, where I consistently completed high-quality labeling tasks across a variety of projects. My work has involved evaluating AI-generated outputs, ranking responses, identifying errors, and applying detailed guidelines to ensure accuracy and consistency. I’ve developed strong attention to detail, the ability to follow complex instructions, and a deep understanding of how training data directly impacts model performance. I also maintain high productivity and reliability under time-based workflows, demonstrating both speed and precision. Beyond annotation, my background as a technical developer and creator sets me apart. I bring over 4.5 years of experience building large-scale systems, scripting, and problem-solving, including projects that have reached over 130 million users and generated significant revenue . This experience gives me a unique perspective on how AI systems are built, tested, and optimized in real-world environments. I’m highly analytical, comfortable with technical concepts, and able to think critically about edge cases and model behavior, making me a strong contributor to high-quality AI training and evaluation workflows.

Entry LevelEnglish

Labeling Experience

AI Training Data Specialist (Multimodal: Text, Image, Audio)

ImageFine Tuning
Contributed to multimodal AI training and data annotation projects involving text, image, and audio datasets. Tasks included evaluating and ranking AI-generated responses, labeling visual data for pattern recognition, and working with speech datasets including text-to-speech (TTS) and voice-related outputs. Performed detailed annotation, classification, and quality evaluation across diverse data types, ensuring high accuracy and consistency while adhering to strict project guidelines. Regularly handled edge cases, ambiguity resolution, and model behavior analysis to improve overall training data quality. Experience includes natural language processing (NLP), computer vision tasks, and speech AI workflows such as voice emulation evaluation and transcription validation. Maintained high productivity in time-constrained environments while consistently meeting quality benchmarks.

Contributed to multimodal AI training and data annotation projects involving text, image, and audio datasets. Tasks included evaluating and ranking AI-generated responses, labeling visual data for pattern recognition, and working with speech datasets including text-to-speech (TTS) and voice-related outputs. Performed detailed annotation, classification, and quality evaluation across diverse data types, ensuring high accuracy and consistency while adhering to strict project guidelines. Regularly handled edge cases, ambiguity resolution, and model behavior analysis to improve overall training data quality. Experience includes natural language processing (NLP), computer vision tasks, and speech AI workflows such as voice emulation evaluation and transcription validation. Maintained high productivity in time-constrained environments while consistently meeting quality benchmarks.

2026 - Present

Education

U

University of Phoenix

Bachelor of Science, Computer Science

Bachelor of Science
2024

Work History

E

Epic Games

Independent Developer & Technical Freelancer

Melbourne
2021 - Present
Y

Yurii Studios

Founder & Lead Gameplay Designer

Melbourne
2020 - Present