PhD Researcher, Warsaw University of Technology | Senior Data Scientist, Warsaw University of Technology

Biography

Idris is a senior data scientist and PhD student whose research focuses on time series forecasting, industrial emissions modeling, and data driven optimization. He has led the development of forecasting pipelines that transition from classical statistical approaches to advanced deep learning architectures such as N HiTS for high resolution industrial data. His broader academic interests include uncertainty quantification, AI driven decision support for energy and environmental systems, and the integration of machine learning methods into operational practice.