I am a Ph.D. student at the Division of Software and Computer Systems (SCS) of KTH Royal Institute of Technology in Stockholm, Sweden. I work under the supervision of Mihhail Matskin and Amir H. Payberah. My Ph.D. journey began in June 2021. Prior to that, in January 2020, I received my Master's in Software Engineering from Sharif University of Technology in Tehran, Iran.

Nowadays, my primary research interest is leveraging Natural Language Processing (NLP) techniques to design recommendation systems that provide personalized suggestions based on past behaviors, preferences, and interests. NLP helps extract valuable insights from unstructured data—product descriptions, user reviews, social media posts—which leads to more accurate, relevant, and responsible recommendations.

Research Interests

• Reliable and responsible LLM-based agents
• Retrieval-Augmented Generation (RAG)
• Runtime monitoring and evaluation of LLM systems
• Robustness and domain shift
• Fairness in ML and recommendation systems