Education Sanja Šćepanović - sanja7s.spacesanja7s.space/wp-content/uploads/2018/03/cv7s.pdf ·...
4
Current position 11 2017- 05 2018 Data scientist and business development experience ICEYE, Finland Developing deep learning models for segmentation of the SAR radar satellite imagery. Project towards fulfillment of the EIT Digital doc- toral school degree. Education 09 2012 - 02 2018 D.Sc. (Tech.), computer science Aalto Univ., Finland Thesis title: Data science for sociotechnical systems. Supervisor: Prof. Aristides Gionis. Co-supervisor: Prof. Pan Hui. 2014-2018 Doctoral school on business and innovation EIT Digital Academy, Belgium • courses and projects on innovation and entrepreneurship, • business development experience at the startup ICEYE. 06-08 2012 Space studies program Intl. Space Univ., FL, US At Florida Institute of Tech. and NASA Space Kennedy Center. 2009-2011 M.Sc. NordSecMob Aalto Univ., Finland; Univ. of Tartu, Estonia Double-degree program on cybersecurity and mobile computing. Award of Merit. 2003-2008 Diploma in mathematics (4-year) Univ. of Montenegro, Montenegro Theoretical and applied mathematics. Graduated among top 10%. Professional and research experience 11 2016- 02 2017 Visiting scientist CERN, Switzerland Applied machine learning to energy and computing logs to develop high-accuracy power models for data centers. 07-09 2016 Teaching associate Intl. Space Univ., Israel Supported the Space Big Data team project of 34 participants from over 10 countries. At Israel Institute of Technology, Technion. 09-12 2015 Visiting researcher TU Delft, The Netherlands Collaborated on the design and development of a social energy app, YouPower as the main practical contribution of the EU CIVIS project. 06 2011- 06 2012 Analytics engineer SEVEN Networks, CA, US Collaborated across the startup’s global analytics teams. My reports used in everyday business intelligence operations as well as when acquiring new customers. Developed an ETL solution to alert on the relevant changes in trends in the customer databases. 03-08 2009 Analytics engineer, security engineer Central bank, Montenegro IT sector: took part in database transition to a new system and learned about important stability and reliability aspects. Payment Sector: introduced with the Public Key Infrastructure system and how the IT supports the financial transactions system in the country. 10 2008- 02 2009 Analytics engineer, software engineer Railway Transport, Montenegro Developed the first version of the company’s website, supported set- ting up the new enterprise resource planning software, produced in- ternal reports for the HR department. Sanja Šćepanović Data scientist m http://sanja7s.space T +358 45 167 8338 @ [email protected] About I completed doctoral studies in data science at Aalto Univ. In parallel, I took the business and entrepreneurship courses at the EIT Digital Academy. In my research, I analyzed large-scale datasets to increase the scientific knowledge. The fields I tackled include social networks, human mobility, Web cyber security and smart energy grid. My professional experiences include the Central bank of Montenegro and a startup in Silicon Valley. I am interested in data science in general, with particular interests in smart energy, computational social science and the application of data science for the space domain. Skills team management and supervision Unix shell, SQL, MongoDB, QGIS Python, L A T E X, Matlab, R, C, Java network science, ML, deep learning Montenegrin?Native English?Fluent Russian?Very good Finnish?Good
Transcript of Education Sanja Šćepanović - sanja7s.spacesanja7s.space/wp-content/uploads/2018/03/cv7s.pdf ·...
Current position11 2017-05 2018 Data scientist and business development experience ICEYE, FinlandDeveloping deep learning models for segmentation of the SAR radarsatellite imagery. Project towards fulfillment of the EIT Digital doc-toral school degree.Education09 2012 -02 2018 D.Sc. (Tech.), computer science Aalto Univ., FinlandThesis title: Data science for sociotechnical systems.Supervisor: Prof. Aristides Gionis. Co-supervisor: Prof. Pan Hui.2014-2018 Doctoral school on business and innovation EIT Digital Academy, Belgium
• courses and projects on innovation and entrepreneurship,• business development experience at the startup ICEYE.06-08 2012 Space studies program Intl. Space Univ., FL, USAt Florida Institute of Tech. and NASA Space Kennedy Center.2009-2011 M.Sc. NordSecMob Aalto Univ., Finland; Univ. of Tartu, EstoniaDouble-degree program on cybersecurity and mobile computing.
Award of Merit.2003-2008 Diploma in mathematics (4-year) Univ. of Montenegro, MontenegroTheoretical and applied mathematics. Graduated among top 10%.
Professional and research experience11 2016-02 2017 Visiting scientist CERN, SwitzerlandApplied machine learning to energy and computing logs to develophigh-accuracy power models for data centers.07-09 2016 Teaching associate Intl. Space Univ., IsraelSupported the Space Big Data team project of 34 participants fromover 10 countries. At Israel Institute of Technology, Technion.09-12 2015 Visiting researcher TU Delft, The NetherlandsCollaborated on the design and development of a social energy app,YouPower as the main practical contribution of the EU CIVIS project.06 2011-06 2012 Analytics engineer SEVEN Networks, CA, USCollaborated across the startup’s global analytics teams. My reportsused in everyday business intelligence operations as well as whenacquiring new customers. Developed an ETL solution to alert on therelevant changes in trends in the customer databases.03-08 2009 Analytics engineer, security engineer Central bank, MontenegroIT sector: took part in database transition to a new system andlearned about important stability and reliability aspects. PaymentSector: introduced with the Public Key Infrastructure system and howthe IT supports the financial transactions system in the country.10 2008-02 2009 Analytics engineer, software engineer Railway Transport, MontenegroDeveloped the first version of the company’s website, supported set-ting up the new enterprise resource planning software, produced in-ternal reports for the HR department.
Sanja ŠćepanovićData scientistm http://sanja7s.spaceT +358 45 167 8338@ [email protected]
AboutI completed doctoral studies in datascience at Aalto Univ. In parallel, Itook the business andentrepreneurship courses at the EITDigital Academy. In my research, Ianalyzed large-scale datasets toincrease the scientific knowledge. Thefields I tackled include socialnetworks, human mobility, Web cybersecurity and smart energy grid. Myprofessional experiences include theCentral bank of Montenegro and astartup in Silicon Valley. I aminterested in data science in general,with particular interests in smartenergy, computational social scienceand the application of data sciencefor the space domain.Skills
team management and supervisionUnix shell, SQL, MongoDB, QGISPython, LATEX, Matlab, R, C, Javanetwork science, ML, deep learning
Montenegrin?NativeEnglish?FluentRussian?Very goodFinnish?Good
Volunteer experience2013-2017 National Point of Contact for the Space Generation Advisory Council.since 2013 Deputy director (past); Board of trustees (current) at the Organizationof Montenegrins Studying Abroad.Awards2017 ESA space challenge team winners in Junction hackathon.2015 Finnish finalists in the EIT Climate Launchpad startup competition.2015 Second place in the Aalto Energy E�ciency competition.2014 Montenegrin delegate at the One Young World summit, Dublin.2012 Intl. Space Univ. scholarship for Space Studies Program.2009 European Commission Erasmus Mundus scholarship.2004 Second place in the national chemistry competition.2002 Award for the best mathematician in the High School.Journal publicationsŠćepanović, Sanja, Igor Mishkovski, Pan Hui, Jukka K. Nurminen, and Antti Ylä-Jääski. “Mobile phone call data as a regional socio-economic proxy indicator.” PloSOne 10, no. 4 (2015): e0124160.Šćepanović, Sanja, Martijn Warnier, and Jukka K. Nurminen. “The role of contextin residential energy interventions: A meta review.” Renewable and Sustainable En-ergy Reviews, Elsevier, Volume 77, 2017, Pages 1146-1168, ISSN 1364-0321, doi:10.1016/j.rser.2016.11.044 (2017).
Mishkovski, Igor, Miroslav Mirchev, Sanja Šćepanović, and Ljupco Kocarev. “Inter-play Between Spreading and Random Walk Processes in Multiplex Networks.” IEEETransactions on Circuits and Systems I: Regular Papers (2017).
Šćepanović, Sanja, Igor Mishkovski, Bruno Gonçalves, Nguyen Trung Hieu, Pan Hui.“Semantic homophily in online communication: evidence from Twitter.”Online SocialNetworks and Media 2C (2017) pp. 1-18, Elsevier.
Khan, Kashif Nizam, Sanja Šćepanović, Tapio Niemi, Jukka K. Nurminen, SebastianVon Alfthan, Olli-Pekka Lehto. “Analyzing the Power Consumption Behavior of aLarge Scale Data Center.” Computer Science Research and Development journal,Springer (2017) (to appear).Šćepanović, Sanja, Igor Mishkovski, Jukka Ruohonen, Frederick Ayala-Gómez, Tuo-mas Aura, and Sami Hyrynsalmi. "Malware distributions and graph structure of theWeb." arXiv preprint arXiv:1707.06071 (2017) (submitted to the Journal of WebScience).Igor Mishkovski, Sanja Šćepanović, Bruno Gonçalves, Pan Hui. “On the traces ofsentiment homophily and happiness paradox in online social network communica-tion.” (2017) (submitted to Physica A).
Conference proceedingsHuang, Yilin, Hanna Hasselqvist, Giacommo Poderi, Sanja Šćepanović, Filip Kis, Cris-tian Bogdan, Martijn Warnier, and Frances Brazier. “Youpower: An open sourceplatform for community-oriented smart grid user engagement.” In Proceedings of14th International Conference on Networking, Sensing and Control (ICNSC). Cal-abria, Italy: IEEE, May 2017.Ruohonen, Jukka, Sanja Šćepanović, Sami Hyrynsalmi, Igor Mishkovski, TuomasAura, and Ville Leppänen. “A Post-Mortem Empirical Investigation of the Popular-ity and Distribution of Malware Files in the Contemporary Web-Facing Internet.” In
Intelligence and Security Informatics Conference (EISIC), 2016 European, pp. 144-147. IEEE, 2016.
Ruohonen, Jukka, Sanja Šćepanović, Sami Hyrynsalmi, Igor Mishkovski, TuomasAura, and Ville Leppänen. “Correlating file-based malware graphs against the em-pirical ground truth of DNS graphs.” In Proceedings of the 10th European Conferenceon Software Architecture Workshops, p. 30. ACM, 2016.
Ruohonen, Jukka, Sanja Šćepanović, Sami Hyrynsalmi, Igor Mishkovski, TuomasAura, and Ville Leppänen. “The Black Mark Beside My Name Server: Exploring theImportance of Name Server IP Addresses in Malware DNS Graphs.” In Future Inter-net of Things and Cloud Workshops (FiCloudW), IEEE International Conference on,pp. 264-269. IEEE, 2016.
Kalliola, Aapo, Tuomas Aura, and Sanja Šćepanović. “Denial-of-service mitigationfor internet services.” In Nordic Conference on Secure IT Systems, pp. 213-228.Springer International Publishing, 2014. (best paper)Mishkovski, Igor, Sanja Šćepanović, and Ivan Klandev. “Creating Resilience UsingTwitter Data.” Big Data, Knowledge and Control Systems Engineering (2015): 13.
Book chaptersJohanna Fräki, M. M. Aftab Hossain, Renita Niemi, Bikesh Raj Upreti, and tutor SanjaŠćepanović. “Energy Abundance: Curse or Blessing?” In Neuvo Yrjä, Ormala Erkki,Kuikka Meri, editors, Bit Bang 7: Future of Energy. Helsinki: Aalto University Multi-disciplinary Institute of Digitalisation and Energy (MIDE). 2015. p. 175-194. ISBN978-952-60-1098-4.
Cronhjort, Yrsa, Kiran Giramella, Aftab Hossain, Rui Zhang, and tutor Sanja Šćepanović.“Future of Energy: Powered by Solar.” In Neuvo Yrjö, Ormala Erkki, Kuikka Meri, ed-itors, Bit Bang 7: Future of Energy. Helsinki: Aalto University Multidisciplinary Insti-tute of Digitalisation and Energy (MIDE). 2015. p. 71-92. ISBN 978-952-60-1098-4.
Asatiani, Aleksandre, Synes Elischka, Harri Mökkönen, Sanja Šćepanović, JuuliaSuvilehto, and tutor Vesa Kantola. “Transparent media driving Spaceship Earth.” InNeuvo Yrjö, Ormala Erkki, Kuikka Meri, editors, Bit Bang 6: Future of Media. Helsinki:Aalto University Multidisciplinary Institute of Digitalisation and Energy. 2014. p. 73-105. ISBN 978-952-60-1088-5.
Mikkonen, Tomi, Riita Perälä, Sanja Šćepanović, Emanuele Ventura, Luis Felipe DelCarpio Vega, Kirsi Snellman, and tutor Jan Kallenbach. “Crowds and their disrup-tive influence on the development of journalism.” In Neuvo Yrjö, Ormala Erkki, KuikkaMeri, editors, Bit Bang 6. The Future of Media. Helsinki: Aalto University Multidisci-plinary Institute of Digitalisation and Energy. 2014. p. 73-105. ISBN 978-952-60-1088-5.
Conference abstracts and postersŠćepanović, Sanja, Igor Mishkovski, Bruno Gonçalves, Nguyen Trung Hieu, and PanHui. “Semantic homophily in online communication: evidence from Twitter.” 3rd In-ternational Conference on Computational Social Science, IC2S2, July, 2017, Cologne,Germany (poster).Brack, Daniel, Barak Fishbain, and Sanja Šćepanović. “Mapping and optimizing BigSpace Data – an international, interdisciplinary and intercultural perspective on thespace related data processes.” 67st International Astronautical Congress, Septem-ber 26-30 2016, Guadalajara, Mexico (abstract).
Huang, Yilin, Sanja Šćepanović, Daniele Miorandi, Martijn Warnier, and Frances Bra-zier. “Towards smart grid user engagement through social networking.” 1st Inter-national Conference on Computational Social Science, IC2S2, June 2015, Helsinki,Finland (poster).Šćepanović, Sanja, Phan Thanh Trung, Pan Hui, and Antti Ylä-Jääski. “Informationdi�usion on Twitter based on user homophily and semantic relatedness.” 1st AnnualKnowEscape Conference, November 2013 , Helsinki, Finland (abstract, ignite talk).Umesh Balaji and Sanja Šćepanović. “Ion Composition Analyzer (Rosetta Space-craft) – A Temperature Analysis.” 16th ISU Annual International Symposium, Febru-ary 2012, Strasbourg (poster).Sajjad Rizvi, M J Morshed Chowdhury, and Sanja Šćepanović. “A3, A secure andenergy e�cient topology construction protocol for WSN.” 15th Nordic Conferenceon Secure IT Systems, NordSec, October 2010, Espoo, Finland (poster). (2nd placein the poster competition)
