Olga Megorskaya is the founder and CEO of Toloka AI, a global tech company powering AI development, from training to evaluation, by optimally combining machine learning technology and human expertise to deliver the highest quality data. She is an expert in designing and building effective business solutions based on human-AI cooperation, human-in-the-loop and crowdsourcing. Prior to Toloka, Olga played a pivotal role in developing data production infrastructure and efficiently leveraging crowdsourced data labeling for ML-based products across diverse industries like IT, E-Commerce, Telecom, Ridetech, and others at Yandex. Her expertise spans critical tech areas such as Natural Language Processing and Computer Vision. Olga is a co-author of research papers focused on efficient crowdsourcing and quality control. She has also shared her insights at esteemed international conferences, including NeurIPS, ICML, and VLDB. Her work has gained recognition in notable media outlets such as Forbes, VentureBeat, Entrepreneur, Bloomberg, as well as leading US ML/AI publications, cementing her reputation as a knowledgeable authority in real-world ML data applications.