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L

Law Kath

AI Training Data Specialist

USA flag
texas, Usa
$50.00/hrExpertData Annotation TechMercorRemotasks

Key Skills

Software

Data Annotation TechData Annotation Tech
MercorMercor
RemotasksRemotasks
AppenAppen
AWS SageMakerAWS SageMaker

Top Subject Matter

Medical Data Annotation Specialist
Clinical AI Data Specialist

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

Question Answering
Text Generation
Red Teaming
Transcription
Prompt Response Writing SFT
Data Collection
Bounding Box

Freelancer Overview

I have several years of experience working in data labeling and AI training data, supporting the development of high-quality machine learning models across domains such as natural language processing, computer vision, and data classification. My work has involved annotating large-scale datasets with precision, performing quality assurance checks, and adhering to strict client guidelines to ensure consistency and accuracy. I am highly proficient with annotation tools and platforms, and I bring strong attention to detail, pattern recognition, and the ability to interpret nuanced instructions effectively. What sets me apart is my combination of technical background and analytical thinking, particularly in handling complex or ambiguous data scenarios. I have contributed to projects requiring sentiment analysis, content moderation, and structured data tagging, often exceeding accuracy benchmarks and turnaround expectations. Additionally, my experience working remotely has strengthened my self-management, communication, and adaptability, allowing me to consistently deliver high-quality results in fast-paced AI training environments.

ExpertEnglish

Labeling Experience

Image Annotation & Visual Content Summarization for AI Training

ImageText Summarization
In this project, I worked on large-scale image annotation and visual content summarization with a focus on human activities and real-world environments to support the training of computer vision and multimodal AI models. My primary responsibility was to analyze images and generate clear, concise summaries describing visible elements such as people, objects, actions, settings, and contextual relationships. The dataset included a wide range of scenarios such as daily life activities, workplace environments, street scenes, and social interactions. This required not only identifying objects but also interpreting behavior, intent, and context to produce meaningful descriptions. I maintained strict adherence to annotation guidelines to ensure consistency, accuracy, and high-quality outputs aligned with model training requirements.

In this project, I worked on large-scale image annotation and visual content summarization with a focus on human activities and real-world environments to support the training of computer vision and multimodal AI models. My primary responsibility was to analyze images and generate clear, concise summaries describing visible elements such as people, objects, actions, settings, and contextual relationships. The dataset included a wide range of scenarios such as daily life activities, workplace environments, street scenes, and social interactions. This required not only identifying objects but also interpreting behavior, intent, and context to produce meaningful descriptions. I maintained strict adherence to annotation guidelines to ensure consistency, accuracy, and high-quality outputs aligned with model training requirements.

2026 - 2026

Education

R

Redstone institute of applied sciences

masters, clinical biochemistry, physiology ,diagnostic reasoning

masters
2017 - 2019

Work History

L

Lone Star Clinical Diagnostics, Texas

Clinical Research Data Specialist

texas
2020 - 2024