Key Skills

Freelancer Overview

I am an experienced in-house counsel with over 6 years of expertise advising SaaS and software companies on data privacy, compliance, and risk management, with a strong focus on supporting product development and data-driven innovation. My work has involved close collaboration with product, engineering, and data teams to assess compliance and mitigate risks related to data collection, processing, and annotation, particularly in regulated industries. I have led company-wide transitions to cloud/SaaS models, ensuring that data handling practices—such as labeling, annotation, and user data protection—meet legal and regulatory standards. With my CIPP/US certification and hands-on experience drafting and negotiating complex technology agreements, I am skilled at translating regulatory requirements into practical solutions for AI training data, privacy-by-design, and responsible data governance in fast-paced, cross-functional environments.

Labeling Experience

Education

Work History