Key Skills

Software

Appen

Top Subject Matter

No subject matter listed

Top Data Types

Document

Audio

Text

Top Task Types

Segmentation

Classification

Polyline

Freelancer Overview

I bring strong technical and linguistic skills to AI training and data labeling, combining software engineering experience with multilingual fluency in English, Chinese, German, and Igbo. My background in DevOps and fullstack development gives me a deep understanding of how models are built and deployed, which helps me label, evaluate, and debug training data with an eye for downstream model performance. I’ve worked on RAG systems using Azure AI Search, OpenAI models, and vector embeddings, so I understand the quality standards required for retrieval, prompt-response pairs, and semantic accuracy. I’m detail-oriented, experienced with CI/CD and data pipelines, and used to documenting edge cases — skills that translate directly to producing high-quality, consistent datasets and clear annotation guidelines.

Labeling Experience

Education

Work History