Key Skills

Freelancer Overview

With over 25 years of experience in computer science and data systems, I specialize in AI research, large language model (LLM) evaluation, and the creation of high-quality training data for advanced AI systems. My work focuses on evaluating and annotating LLM outputs for logical consistency, factual accuracy, and safety, leveraging my expertise in NLP, statistical modeling, and prompt engineering. I have contributed structured human feedback to supervised fine-tuning datasets, designed large-scale data annotation tasks, and developed adversarial prompts to identify and address reasoning weaknesses and bias. My technical skills include Python, SQL, and analytical tools such as Pandas and NumPy, and I am highly experienced in remote, research-driven environments requiring analytical precision and clear communication. I am passionate about improving AI alignment and safety through rigorous data labeling, evaluation, and annotation processes.

Labeling Experience

Education

Work History