Key Skills

Software

Appen

Google Cloud Vertex AI

Mindrift

Top Subject Matter

No subject matter listed

Top Data Types

Document

Image

Video

Top Label Types

Classification

Emotion Recognition

Entity Ner Classification

Fine Tuning

Question Answering

Text Generation

Freelancer Overview

My background in data science involves hands-on experience preparing and structuring datasets to refine machine learning models. As a Data Analyst, I evaluate AI architectures and understand exactly how high-quality, accurately labeled data drives model performance. I am highly proficient in using Python and SQL to clean, process, and format complex datasets for effective AI training. What sets me apart is my practical experience building the tools that leverage this data. I developed, a side project application for no-code machine learning development, and built an automated mail classifier using an OpenRouter model that required defining precise text categorization logic. Because I regularly build AI agents, I approach data labeling with a deep understanding of how training data fits into the broader engineering architecture.

Labeling Experience

Education

Work History