Key Skills

Freelancer Overview

I am a PhD-trained computer scientist and senior software engineer with extensive experience in AI systems, machine learning workflows, and large-scale data pipelines. My background includes designing and optimizing annotation guidelines, implementing quality control processes, and managing annotation workflows for AI training data—most recently improving labeling accuracy by 30% on a major project. I am skilled in Python (numpy, pandas, scikit-learn), data extraction, and validation, and have led teams to ensure high-quality, reliable datasets for machine learning applications across healthcare, credentialing, and decentralized systems. My passion lies in building robust, scalable solutions for structured and unstructured data, and I thrive in collaborative, remote environments dedicated to advancing the future of AI.

Labeling Experience

Education

Work History