This is the research-related home page of Cristian Grozea, Ph.D., currently researcher at Fraunhofer Institute FOKUS, Berlin, Germany.
Links
My current and former projects
Now I work in the project 5GEOSiS for the European Space Agency where I help define and prototype a versatile satellite payload offering onboard processing with high-performance multicore and FPGA with signal processing and AI capabilities, as well as a 5G direct-to-ground user link.
In the winter semesters 2022 and 2023 I taught a course of Data Science to the ProITD master students of the University of Applied Sciences (HTW) Berlin, Germany.
From 2019 I worked in quantum computing projects, with a main focus on quantum annealing and QUBO as a way to accelerate industrial optimization.
From 2017 I worked again in projects applying machine learning in network anomaly detection and network optimization, for a telecom equipment manufacturer and for the European Space Agency.
From 2015 to 2016 I have applied machine learning and computer vision to fish farming in Norway - observational non-contact camera based fish weight estimation.
Between 2013 and 2014 I have applied machine learning and signal processing applied to robotic surgery (high intensity focused ultrasound minimal invasive surgery).
Previously, while at Fraunhofer Institute FIRST, I was working from 2010 to 2012 on ECG recording with small embedded devices and on wireless-based indoor localization.
From January 2009 to March 2010 I worked in the ReMIND team, accelerating machine learning based network intrusion detection and prevention systems with the aim of making them fit for real-time processing of the network traffic.
From Nov 2007 to Dec 2008 I worked as postdoctoral researcher for the Marie Curie Excellence Team grant “BRAIN2ROBOT”.
From 1995 to 2006 I taught at the University of Bucharest's Faculty of Mathematics and Computer Science, having the position of lecturer in 2006.
You might be interested in my Bristle sensors (dry electrodes for EEG) work.
Selected Publications - A more complete list is on Google Scholar
CV