Berkan Lafci

Senior Machine Learning Research Scientist at Align

• Mesh Generation and Processing

• Multiview 3D Shape Reconstruction

• Medical Image Processing

• Optoacoustic and Ultrasound Imaging


       

Experience

Align Technology, Switzerland  (July 2024 - pres.)

• Senior Machine Learning Research Scientist at Align Technology Zurich Lab

• Mesh generation models, 3D geometry processing, constrained optimization


University of Zurich & ETH AI Center, Switzerland  (Feb 2023 - June 2024)

• Postdoctoral Researcher at Department of Quantitative Biomedicine

• Managing Director at Experimental and Clinical Imaging Technologies (EXCITE)

• Multi-view 3D reconstruction, image segmentation and growth modeling


ETH Zurich, Switzerland  (March 2019 - Jan 2023)

• Ph.D. Candidate at Information Technology and Electrical Engineering

• Deep learning-based image reconstruction, optoacoustic and ultrasound imaging


iThera Medical GmbH, Germany  (Nov 2016 - Jan 2019)

• Part-time Researcher at Research and Development Department

• Deep learning-based image segmentation, quantitative image correction


Siemens Healthineers, Turkey  (Oct 2015 - April 2016)

• Part-time Researcher at Innovation Lab

• Analysis of clinical workflow at multiple hospitals to improve Siemens products


Eindhoven University of Technology, Netherlands  (July 2015 - Sep 2015)

• Intern at Control Systems Laboratory

• Trajectory planning and control mechanism of quadcopters



Education

ETH Zurich, Switzerland  (March 2019 - Jan 2023)

• Ph.D. Information Technology and Electrical Engineering

• Supervisor: Prof. Daniel Razansky


Technical University of Munich, Germany  (Oct 2016 - Dec 2018)

• M.Sc. Biomedical Computing

• Supervisors: Prof. Ender Konukoglu and Prof. Bjoern Menze


Bogazici University, Turkey  (Sept 2010 - Jan 2016)

• B.Sc. Electrical and Electronics Engineering

• Supervisor: Prof. Hamdi Torun