David Lerch

I am working on the KARLI research project (https://karli-projekt.de/). I develop unsupervised driver action recognition networks to improve the state-of-the-art. I am researching unsupervised occupant state recognition.

I worked on the comparison of luminous intensity distributions (LID) for EMPIR research programme (https://www.euramet.org/research-innovation/research-empir/) with - developing a framework to simulate the measurement of LIDs - developing a framework to minimize the error between two LIDs with respect to certain parameters (e.g. position, orientation)

I worked on customer-facing projects in computer vision and deep learning.

Research Assistant at the Institute for Pulsed Power and Microwave Technology (IHM) I designed, developed and tested cavities in order to optimize the measurement of permittivity with microwaves. Afterwards I worked on a new collector design for a RF source (Gyrotron) in nuclear fusion reactors using the example of Wendelstein 7-x.