Jurica Levatic
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Jurica Levatic Email & Phone Number

Postdoctoral Researcher at Jozef Stefan Institute
Location: Ljubljana, Slovenia 5 work roles 4 schools
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Role
Postdoctoral Researcher
Location
Ljubljana, Slovenia
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Jurica Levatic is listed as Postdoctoral Researcher at Jozef Stefan Institute, a with 757 employees, based in Ljubljana, Slovenia. AeroLeads shows a matched LinkedIn profile for Jurica Levatic.

Jurica Levatic previously worked as Computational Biologist at C2I Genomics and Marie Curie Postdoctoral Fellow at Irb | Institute For Research In Biomedicine. Jurica Levatic holds Master'S Degree, Applied Spirituality from South East Technological University.

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Jozef Stefan Institute

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About Jurica Levatic

I completed PhD in Computer Science at the Jozef Stefan Institute in Ljubljana, Slovenia, where I focused on the development of advanced machine learning methods for structured output prediction. I also spend 3.5 years as a postdoctoral researcher at the Institute for Research in Biomedicine in Barcelona, Spain, where I became skilled in bioinformatics and cancer biology. Throughout my career, I was seeking to apply my skills in the areas that are beneficial for humans, such as anti-cancer drug development, ecology, biology, space technologies, etc. I enjoy being a data scientist/machine learning expert because I can transfer my skills to virtually any area that involves numbers and data, and needs their understanding or wants to extract knowledge from them.I won the best paper and best presentation awards at conferences, lead a team that won a machine learning competition organized by the European Space Agency, published my work in several top-ranked scientific journals, and was awarded Marie Curie postdoctoral fellowship.In my free time, I enjoy rock climbing where I achieved notable results in my country and won many competitions. I am also passionate about space exploration, cosmology, psychology, and the problem of human consciousness.

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Jozef Stefan Institute
Jozef Stefan Institute
Postdoctoral Researcher
ljubljana, bohinj commune, slovenia
Website
Employees
757
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5 roles

Jurica Levatic work experience

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Postdoctoral Researcher

Current

Ljubljana, Slovenia

I specialize in the development of machine learning techniques for structured output prediction (including multi-target regression, multi-label classification, and semi-supervised learning) and their application in diverse fields, ranging from cancer biology to remote sensing image classification and space technologies. In addition to co-supervising PhD students, I contribute to scientific publications and actively collaborate on various national and international projects.

Apr 2022 - Present

Computational Biologist

I analyzed whole-genome sequencing (WGS) data to detect minimal residual disease (MRD) through circulating tumor DNA (ctDNA). My responsibilities included mutational signature extraction and analysis, implementing pipelines in AWS Health Omics, and collaborating on scientific publications. I used R, Python, Docker, and Nextflow.

Jul 2022 - Feb 2024

Marie Curie Postdoctoral Fellow

Barcelona, Spain

As a Marie Curie postdoctoral fellow, I was working on the framework for mutational signature extraction and analysis from the large panels of human cancer cell line screens. We developed a methodology for filtering of the residual germline variants from the cancer cell line in order to obtain true somatic mutations and extract accurate mutational signatures. We showed that mutational signatures are accurate markers of drug response. During my stay at IRB Barcelona I gained proficiency in bioinformatics, cancer biology, and in the R programming language.

Sep 2017 - Jun 2021

Phd Student

Ljubljana, Slovenia

During my PhD studies I developed advanced machine learning methods based on predictive clustering trees. I developed two semi-supervised methods for structured output prediction and implemented in the CLUS framework (https://github.com/knowledge-technologies/clus) written in Java. I presented my work in 10+ international conferences, collaborated on EU FP7 project MAESTRA, and published several articles in highly ranked scientific journals.

Jan 2013 - Jul 2017

Research Associate

Zagreb, Croatia

I was developing a machine learning methodology for the classification of the p-glycoprotein substrates and non-substrates - the property of chemical compounds important to mitigate the multi-drug resistance problem. With an innovative approach, we assembled the largest to date dataset of P-gp substrates and non-substrates, which allowed us to develop the most accurate SVM-based classification model published up to that point. I was responsible for the development of the model, paper writing (published in the Journal of Medicinal Chemistry), and development of the web service based on JSP, JQuery, and SQL where the model was deployed for public use (http://pgp.biozyne.com/).

Aug 2011 - Dec 2012
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4 education records

Jurica Levatic education

Phd, Computer Science

Jozef Stefan International Postgraduate School, Ljubljana, Slovenia
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What company does Jurica Levatic work for?

Jurica Levatic works for Jozef Stefan Institute.

What is Jurica Levatic's role at Jozef Stefan Institute?

Jurica Levatic is listed as Postdoctoral Researcher at Jozef Stefan Institute.

Where is Jurica Levatic based?

Jurica Levatic is based in Ljubljana, Slovenia while working with Jozef Stefan Institute.

What companies has Jurica Levatic worked for?

Jurica Levatic has worked for Jozef Stefan Institute, C2I Genomics, Irb | Institute For Research In Biomedicine, and Biozyne D.O.O..

Who are Jurica Levatic's colleagues at Jozef Stefan Institute?

Jurica Levatic's colleagues at Jozef Stefan Institute include Jernej Mlinaric, Miha Nemevsek, Anže Pungerčič, Nejc Suban, and Urška Andrenšek.

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What schools did Jurica Levatic attend?

Jurica Levatic holds Master'S Degree, Applied Spirituality from South East Technological University.

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