Teaching Experience

👩‍🏫 Teaching Assistant

Reinforcement Learning

• Instructor: Prof. Mohammad Hossein Rohban

• Course Description: A graduate-level course focusing on the principles and applications of reinforcement learning., with a strong emphasis on deep reinforcement learning.

  Corse website: Reinforcement Learning

Responsibilities:

• Preparing and grading second assignments on Imitation Learning and Bandit Algorithms.
• Write course notes for bandit algorithms and Imitation Learning.
• Conducting office hours and tutorials.

Convex Optimization

• Instructor: Prof. Yassaee

Course Description: A theoretical course focusing on the principles of convex optimization and dual optimization.

• Key Topics:
  • Convex Sets
  • Convex Functions
  • Convex Optimization Problems

Responsibilities:

• Preparing and grading assignments
• Conducting office hours and tutorials

Introduction to Machine Learning

• Instructor: Prof. S.Amini

Course Overview: An elective tailored for students in biomedical, digital, communication, and control fields, introducing the essentials of machine learning.

Responsibilities:

• Head TA for practical homework
• Preparing and grading assignments

Mathematical Methods in Engineering (Linear Algebra)

• Instructor: Prof. Mehdi Molkaraie

Course Overview: A critical course for Electrical Engineering students, focusing on linear algebra and its applications in engineering problems.

Responsibilities:

• Preparing and grading assignments.
• Conducting office hours and tutorials.