Dominika Tkaczyk

Papers

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About

Dominika Tkaczyk is a researcher working at the intersection of automation, artificial intelligence, and human-centered design, with a particular focus on the transformative technologies shaping Industry 4.0. Her most notable contribution, "Hybrid Approach to Automation, RPA and Machine Learning: a Method for the Human-centered Design of Software Robots" (2018), examines the integration of Robotic Process Automation (RPA) with machine learning methodologies, addressing the practical challenges organizations face when deploying intelligent automation across business environments ranging from small and medium enterprises to large corporations. With 10 citations, this work has drawn attention from researchers and practitioners navigating the complex realities of digital transformation and lean operational strategies. Tkaczyk's research is distinguished by its emphasis on keeping human considerations central to the design of automated systems — a perspective that bridges technical innovation with organizational and social responsibility. Her scholarship offers valuable insights for businesses seeking to implement RPA thoughtfully, making her work particularly relevant to students and professionals exploring the evolving landscape of intelligent process automation, digital labor, and the future of work in an increasingly automated world.