Generalized Causal Representation Learning - Developing theoretical frameworks for understanding cause-and-effect relationships in machine learning systems, with applications to out-of-distribution generalization and robust AI.
Relevant Coursework
Computer Organization and Assembly Language Programming • Systems Programming • Science of Programming • Software Systems Architectures • Cryptography • Machine Learning • Algorithms • Operating Systems
Iran University of Science and Technology
M.Sc. in Industrial Engineering
Sep 2018 - Mar 2022
Master's Dissertation
"Railway data mining using deep learning with IoT approach" - Applied advanced machine learning techniques and Internet of Things technologies to optimize transportation systems and railway operations.
University of Tehran
B.Sc. in Industrial Engineering
Sep 2014 - Jul 2018
Bachelor's Thesis
"Integrating modern tools for long-term production planning" at Tavan Gaz Co. Iran - Developed industrial optimization methodologies and production planning frameworks for energy sector applications.