Key Skills

Software

Mercor

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Image

Text

Top Task Types

Classification

Data Collection

Fine Tuning

Freelancer Overview

I am an AI-focused Software Engineer with hands-on experience in data labeling, dataset construction, and training-data quality for machine learning applications. Through building multiple end-to-end projects — including multimodal dataloaders, retrieval-augmented generation systems, and evaluation pipelines — I’ve developed a strong foundation in annotation strategy, dataset curation, and aligning training data with model objectives. My work emphasizes accuracy, consistency, and scalable labeling workflows, drawing on both technical and analytical skills. In addition to independent AI research, I bring real industry experience from my software engineering background at Meta, where I learned to navigate large-scale production codebases, optimize data pipelines, and deliver high-quality, high-reliability systems. This combination of engineering rigor and practical dataset experience allows me to bridge the gap between technical implementation and the human-in-the-loop components of AI training. I’m passionate about building clean, efficient data foundations that meaningfully improve model performance and user experience.

Labeling Experience

Education

Work History