Systems Engineer | Physicist | Advanced Technology Enthusiast
I am interested in advanced technologies that help improve the future of humanity.
I am a Systems Engineer at KLA developing and calibrating complex electron-beam metrology tools that deliver nanometer-scale precision for the world’s most advanced semiconductor processes. My work sits at the intersection of hardware, software, statistical analysis, and fundamental physics.
Before KLA I completed my Master’s in Physics at LMU Munich’s Nano-Institute, where I used machine learning for the inverse design of achromatic metalenses and fabricated chiral metamaterials integrated with perovskite nanocrystals — work that was published in ACS Photonics.
Supported a complex electron-beam metrology tool and worked with the three major semiconductor manufacturers.
Turned tool capability into production-ready solutions for customers.
Kept the multi-physics e-beam platform stable and production-ready.
Designed ultrathin metalenses using machine learning to achieve achromatic performance across broad wavelength ranges. Metalenses leverage semiconductor-derived nanofabrication techniques to replace bulky conventional optics.
Read master thesis (PDF)Fabricated chiral silicon nanoantenna arrays using electron-beam lithography, chemical vapor deposition, and plasma etching. Deposited perovskite nanocrystal monolayers and demonstrated strong polarization-dependent two-photon photoluminescence enhancement.
Read ACS Photonics paper (2022)
“Studies of Interpolation Techniques in the Parameter Space of Signal Models for (BSM/SUSY) Searches” at the LHC. Investigated whether computationally expensive Monte Carlo collision simulations could be replaced by intelligent interpolation between existing signal points — a direct precursor to modern surrogate modeling techniques.
Read bachelor thesis (PDF)I’m always interested in conversations about advanced metrology, nanophotonics, deep-tech hardware, or opportunities where rigorous physics meets real engineering impact.