Experience

GlucoActive Sp. z o.o.

• Poland
• Medical Device
• 1 - 100 Employee

• Data Scientist

  • Sep 2021 - Present

  Signal processing and machine learning of non invasive blood glucose photonic spectrums. Signal processing and machine learning of non invasive blood glucose photonic spectrums.



Pulse for integrated solutions

• Signal processing and machine learning Engineer

  • May 2019 - Sep 2021



Piavita

• Switzerland
• Medical Equipment Manufacturing
• 1 - 100 Employee

• Digital Signal Processing Engineer

  • Oct 2018 - Apr 2019

  Development of algorithms for biomedical signal processing, ECG.● Using Simulink/Matlab for modeling, simulation and analysis of thealgorithms.● Digital filters design: FIR, IIR, and Wavelet.● Wavelet and Fourier based analysis.● Kalman filter● Realization of the medical algorithms in Python Development of algorithms for biomedical signal processing, ECG.● Using Simulink/Matlab for modeling, simulation and analysis of thealgorithms.● Digital filters design: FIR, IIR, and Wavelet.● Wavelet and Fourier based analysis.● Kalman filter● Realization of the medical algorithms in Python



Pulse for Integrated Solutions GmbH

• Germany
• Medical Equipment Manufacturing
• 1 - 100 Employee

• Digital signal processing and machine learning engineer

  • Mar 2011 - Aug 2018

  Development of algorithms for biomedical signal processing, ECG.▪ Design according to CE standards.▪ Using Simulink/Matlab for modeling, simulation and analysis of thealgorithms.▪ Studying published scientific papers.▪ Python libraries like Keras,Tensorflow and Scikit Learn▪ Realization of the medical algorithms in C/Java, and embedded system.Writing automated test modules to verify the results.Digital filters design: FIR, IIR, Wavelet, and Multirate.Wavelet and Fourier based analysis.Kalman filterApplying machine learning techniques: Neural networks classifiers, K-mean clustering, AutoEncoder, Convolutional neural networks, andanomaly detection.Developing optimization routines like gradient descent, adaptivelearning rate, Genetic algorithm, and simulated annealing.Using Open source tools: Eclipse, OCD, GCC.Debugging using JTAG emulator, and DBGU unit.Writing device drivers for ARM microprocessors.FreeRTOSTesting and validation of the firmware.