CV

Education

B.Sc. in Industrial Engineering, Sharif University of Technology, 2022
B.Sc. in Physics, Sharif University of Technology, 2022
Ph.D in Electrical and Computer Engineering (Machine Learning and Data Science), UC San Diego, 2029 (expected)

November 2023 - : Research Assistant
- UC San Diego
- This work explores the dynamics between humans and firms when firms employ AI algorithms and explainability methods to interact with users, combining both theoretical and experimental approaches. We account for human behavioral biases and establish a feedback loop where user-firm interactions lead to a new equilibrium.
- Supervisor: Prof. Parinaz Naghizadeh, Prof. Kristen Vaccaro
September 2022 - : Research Assistant
- UC San Diego
- Unraveling necessary and sufficient conditions for the existence, uniqueness, and stability of Nash equilibrium for a multi-layer network game. Our findings uncover potential reasons for the fragility of the uniqueness of Nash equilibria in multiplex and multi-layer networks.
- Supervisor: Prof. Parinaz Naghizadeh
February 2023 - : Research Assistant
- UC San Diego
- Crafting an interactive RTS game that sheds light on intricate human-environment interactions, delivering high impact and maximum accessibility using machine learning algorithms on real-world data.
- Supervisors: Prof. Parinaz Naghizadeh, Prof. Scott Swearingen, Prof. Kyoung Swearingen
August 2021 - April 2022: Research Assistant
- Sharif University of Technology
- Analyzed Dollar-Rial exchange rates from 2013 to 2019, employing causal analysis and stock-flow models in AnyLogic to predict future behavior. Achieved over 70% accuracy in one-year-ahead forecasts.
- Supervisor: Prof. Shahram Shadrokh