Lectures, tutorials, and team projects

WiSe 2025-26:
Lecture: Artificial Intelligence in the OR
Delivered this lecture as part of the Winter School in Medical Robotics for an inter-disciplinary audience, together with Vinkle Srivastav.
WiSe 2025-26:
Lecture: Multi-modal foundation models
4-hour block spanning foundation models, transformer architecture, and pretraining objectives, with a focus on surgical applications and the clinical workflow.
WiSe 2025-26:
Lecture: Deep learning for video understanding
4-hour block spanning temporal modelling approaches and a hands-on session on surgical workflow recognition.
SoSe 2024:
Tutorial: Hands-on introduction to transformer models
Hands-on tutorial on transfomers for medical computer science students as part of the deep learning in medicine course.
SoSe 2024:
Orgnisation: Wahlfachtrack Chirurgie
Coordinated the elective session, which provides hands-on training for medical students on patient-specific minimally invasive surgical mitral valve repair simulator.
SoSe 2023:
Lecture: Foundation models in healthcare (together with Malte Tölle)
Covered the fundamentals of foundation models and healthcare-specific challenges, with a thorough case-study on MedSAM.
SoSe 2023:
Lecture: AI based approaches in therapy planning and assistance
As part of Assistance systems in Healthcare, this was a breadth-wise lecture focusing on AI applciations in navigation and assistance systems in surgery.
SoSe 2022:
Project supervisor: Wahlfachtrack Digital Medizin
Mentored and worked on a team project with medical computer science students, that worked on multi-view, temporal surgical instrument detection.
SoSe 2021:
Project supervisor: Wahlfachtrack Digital Medizin
Mentored and worked on a multidisciplinary team project containing medical students and medical computer science students, that worked on surgical instrument segmentation.

(SoSe: Sommer/Summer Semester, WiSe: Winter Semester)

Mentorship and supervision

Sep ‘24 - Dec ‘25: Master Internship, Simeng Luo (co-supervision with Saurav Sharma)
Apr ‘24 - Jul ‘24: Bachelor Thesis, Andela Grizelj
Oct ‘23 - Mar ‘24: Bachelor Internship, Marie Kapusta
Jan ‘23 - Jun ‘23: Master Thesis, Lukas Burger
Sep ‘22 - Feb ‘23: Bachelor Internship, Andela Grizelj
May ‘22 - Aug ‘22: Bachelor Thesis, Halvar Kelm
Sep ‘20 - Jan ‘21: Bachelor Thesis, Lukas Burger
Apr ‘20 - Oct ‘20: Master Thesis, Antonia Stern

Work as an educator

In my previous job, I've worked as an empanelled trainer for corporate firms and universities in Tamil Nadu, India - something I loved doing. I had the pleasure of delivering training program for people from various walks of life and age groups, ranging from software engineering for university students, advanced desktop skills for IT firms, factory staff, and senior executives.

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Snapshots from my time as a trainer.