Teaching

Intro to Machine Learning for LHC physics

Particle Physics at Colliders in the LHC Precision Era
Würzburg, Germany • Oct 2025

Mastering Model Building Lecture

ErUM Train-the-trainer workshop
Potsdam, Germany • Sept 2025

Co-led diffusion model tutorial

Particle Physics Phenomenology after the Higgs Discovery
Bingen, Germany • Oct 2024

Intro to Machine Learning and Automatic Differentiation

Scientists4Palestine summer school
Westbank (virtual) • July 2024

Normalizing Flows Lecture and tutorial

ErUM DataHub Adv Deep Learning School
Meinerzhagen • Sept 2023

Normalizing Flows Lecture and tutorial

ErUM Adv Train-the-trainer workshop
Dortmund • June 2023

Mastering Model Building Lecture

ErUM Train-the-trainer workshop
Munich • Jan 2023

Symmetries and Flavor Tagging in ATLAS Lecture

US ATLAS ML training workshop • slides • tutorial
Berkeley, CA • July 2022

ODSL Machine Learning block course

Lectures on linear models; automatic differentiation; optimizers; neural networks; clustering (k-means, PCA)
Munich, Germany • 2023-2025
Two-week intensive block course of lectures and tutorials. Audience: masters / PhD students and post-doc researchers
Course websites: 2025 • 2024 • 2023

ODSL Statistics block course

Lectures on probability and Bayesian reasoning, Audience: masters / PhD students. website
Munich, Germany • Sept 2025

ODSL GenAI Days

Flow Matching Lecture • tutorials for Flow Matching and Diffusion Models
Munich, Germany • Sept 2024

TUM Intro to Data Science course

Guest Lecture: "Numpy Tips and Tricks"
Munich, Germany • Oct 2023, Nov 2024

Thermodynamics & Optics

led tutorial sessions with 15–20 students
Stanford • 2021

Electricity & Magnetism for physics majors

assisted in an active learning classroom
Stanford • 2018

Modern Physics for pre-med

led tutorial sessions with 15–20 students
Stanford • 2017

Electronics & Modern Physics labs

SMU • 2015

Pre-Med Electricity & Magnetism

SMU • 2014