Key Skills

Software

AWS SageMaker

Appen

CrowdSource

Label Studio

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Image

Text

Top Task Types

Computer Programming Coding

Data Collection

Prompt Response Writing SFT

Text Generation

Translation Localization

Freelancer Overview

With hands-on experience in AI training and data annotation, I specialize in preparing high-quality datasets for machine learning models. At Appen and Outlier, I refined my skills in labeling text, images, and programming-related data—focusing on accuracy, consistency, and scalability. My work directly contributed to improving NLP models’ understanding of code syntax and multilingual contexts. What sets me apart is my dual expertise in development and AI training—I not only annotate data but also understand how it’s used in real-world applications. My technical background (Python, APIs, and data structures) allows me to spot edge cases, optimize labeling workflows, and maintain rigorous QA standards. I thrive in projects requiring precision, from classifying intent in chatbot interactions to fine-tuning LLMs for technical domains.

Labeling Experience

Education

Work History