Alex Vilson

• Developed optical simulation setups for generating realistic synthetic data for ML and perception model training. • Created digital twins of environments to simulate sensor models in complex scenarios and adverse weather conditions( Rain, Fog ) for ADAS testing. • Collaborated with the team to support Euro-NCAP testing activities. • Validation workflows in python for running feature-based image metrics, pixel-based image metrics, and YOLOv11x detection metrics.

•Generated ASAM OpenSCENARIO using MATLAB Roadrunner for 3D map generation. •Modeled camera sensor parameters in Carla Driving Simulator using optically accurate parameters. • Utilized Python APIs to change camera parameters and bring distortion effects in camera POV.

• Simulations of luminance calculations of driver monitoring systems and ADAS camera systems. • Utilized CAD modelling, material modelling, and camera modelling to create digital simulation environments. • Prototype testing of camera models against simulation results.

• Silicon photonics sampler development • Micro optic component characterizing • Generated 9-line frequency comb and Nyquist pulse sequences with 0.7 rms error