With over 15 years of leadership in Machine Learning and Data Science, Mykola specializes in the intersection of NLP and intelligent AI document processing. He architected and led the development of enterprise-grade de-identification systems for clinical narratives, PDFs, and DICOM imagery—solutions that have been battle-tested in production for over five years by global industry leaders, including Roche and Merck.

Mykola's expertise spans the full ML lifecycle, from advancing the state-of-the-art in Layout-aware AI and OCR to deploying high-performance pipelines using Spark, Databricks, and PyTorch. By bridging the gap between raw unstructured data and secure, structured insights, he ensures that pdf-redaction.com delivers the highest levels of precision and compliance for the most demanding enterprise environments.

Olga is a seasoned ML Engineer with over 10 years of experience specializing in the architectural design and deployment of AI/ML-driven ecosystems. With a Master's degree in Applied Mathematics (with honors), she brings a rigorous analytical foundation to the development of complex, multidimensional IT solutions.

Throughout her career, Olga has bridged the gap between advanced mathematical theory and production-ready software. Her expertise is instrumental in ensuring that pdf-redaction.com remains both computationally efficient and highly scalable, providing the structural integrity required to process sensitive data at an enterprise level.