Marija Lazaroska Email & Phone Number

Switzerland

Gland, Vaud, Switzerland

Lausanne, Vaud, Switzerland

I worked on my Master's Thesis on the topic of Explainable AI. My responsabilities were:- Research and implementation of state-of-the-art explainability methods(SHAP, LIME, TabNet) for creating explanations of black-box models.- Development of a new explainability method using the Attention Mechanism to explain deep learning models trained with tabular.

Lausanne, Vaud, Switzerland

As a part-time student researcher, I worked on two projects from the LHTC lab, compromising the innovation of a non-invasive method for obtaining cardiac output(CO) and aortic systolic blood pressure(aSBP). I successfully provided a method using CNN trained on brachial waveforms, giving an R-squared score of 0.92. My responsabilities were:- Implementation.

Lausanne, Vaud, Switzerland

I worked on the detection of cough patterns in time-series data from physiological measurements coming from bed sensors. My responsibilities were:- Creating a dataset from time-series data using Pandas and TFRecord to be used for analytics and machine learning tasks.- Implementation of a self-supervised model (i.e., VICReg, VIBCReg) using PyTorch and.

Master Of Computer Science

Bachelor'S Degree, Computer Science

Second and third year of Bachelor studies.

Computer Science

First year of Bachelor studies. Finished 2nd place.