Teaching

I have taught courses in optimization, machine learning, and control at Lund University and the WASP Graduate School.

Courses

Optimization for Learning (Lund University)

Role: Teaching Assistant
Years: 2020, 2021, 2022, 2023, 2024

• Led exercise sessions.
• Graded assignments and exams.
• Developed new exercises, assignments, and exam materials.
• Wrote a mathematical prerequisites document.

Network Dynamics (Lund University)

Role: Teaching Assistant
Years: 2022, 2025

• Led exercise sessions.
• Graded assignments and exams.

Modeling and Learning from Data (Lund University)

Role: Teaching Assistant
Year: 2023

• Led exercise sessions.
• Responsible for one assignment component.

Deep Learning (WASP Graduate School)

Role: Teaching Assistant
Years: 2021, 2023

• Graded assignments.
• Developed a new assignment.

Project in Systems, Control and Learning (Lund University)

Role: Project Supervisor
Year: 2021

• Supervised three student projects on portfolio optimization using OMX Stockholm 30 data.

Automatic Control (Lund University)

Role: Teaching Assistant
Year: 2020

• Led exercise and laboratory sessions.

Thesis Supervision

Master’s Thesis

• Oscar Gummesson Atroshi and Osman Sibai, Deep hedging of CVA, Lund University, 2024.
  Co-supervised with Magnus Wiktorsson (Lund University) and Shengyao Zhu (Nordea Markets).