Oksana is an experienced Product Marketing Manager at John Snow Labs and an active contributor to open-source AI initiatives. She specializes in ethical AI and implementation strategies for AI and ML solutions. Oksana holds a Master's degree in Information Control Systems and Technology and is currently pursuing an International EMBA at the University of St. Gallen (HSG).
If you’re working on annotation projects today, you’ve likely noticed the pressure mounting. Deadlines are tighter. Quality expectations are higher. And you’re expected to do more with less — often...
The release of Generative AI Lab 7.4 brought new features to enhance annotation and configuration, as covered in Part 1. Now, in Part 2, we explore the practical improvements that...
In LLM (Large Language Models) evaluation, a single error like a hallucination in a drug interaction summary, can cause problems. It may lead to compliance issues or delays in clinical...
Manual data labelling and slow validation trap AI projects in endless pilots and turn audit readiness into a moving target. Generative AI Lab breaks the cycle with a no-code workspace...
Protected health information (PHI) has become both a strategic asset and a growing liability. In 2024, healthcare data breaches cost organizations an average of $9.77 million, positioning healthcare as the...