{"id":13421,"date":"2026-03-24T09:34:05","date_gmt":"2026-03-24T07:34:05","guid":{"rendered":"https:\/\/geosense.ro\/?post_type=team&#038;p=13421"},"modified":"2026-03-27T23:15:48","modified_gmt":"2026-03-27T21:15:48","slug":"rv-cv","status":"publish","type":"team","link":"https:\/\/geosense.ro\/ro\/team\/robert-vatasoiu\/rv-cv\/","title":{"rendered":"Robert V\u0102T\u0102\u0218OIU &#8211; CV"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13421\" class=\"elementor elementor-13421\">\n\t\t\t\t<div class=\"elementor-element elementor-element-184f7d9 e-flex e-con-boxed e-con e-parent\" data-id=\"184f7d9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7ffc6a9 elementor-widget elementor-widget-html\" data-id=\"7ffc6a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<link href=\"https:\/\/fonts.googleapis.com\/css2?family=DM+Serif+Display:ital@0;1&family=DM+Sans:wght@300;400;500;600&display=swap\" rel=\"stylesheet\">\n<style>\n  .cv-wrapper {\n    max-width: 820px; 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}\n  .proj-meta { display: flex; flex-wrap: wrap; gap: 8px; align-items: center; margin-top: 10px; }\n  .proj-funder { font-size: 11px; font-weight: 600; letter-spacing: 0.08em; text-transform: uppercase; padding: 3px 10px; border-radius: 20px; background: #EEF2F8; color: #0A2240; }\n  .proj-link { font-size: 11px; font-weight: 500; color: #C4821A; text-decoration: none; padding: 3px 10px; border-radius: 20px; border: 1px solid #F5A623; transition: background 0.2s, color 0.2s; }\n  .proj-link:hover { background: #F5A623; color: #0A2240; }\n\n  @media (max-width: 600px) { .cv-wrapper .tl-title { font-size: 16px; } .cv-wrapper .tl-card { padding: 16px 18px; } .cv-wrapper .tabs { flex-wrap: wrap; } }\n<\/style>\n\n<div class=\"cv-wrapper\">\n  <div class=\"tabs\">\n    <button class=\"tab-btn active\" onclick=\"cvShowSection('education', this)\">Education<\/button>\n    <button class=\"tab-btn\" onclick=\"cvShowSection('experience', this)\">Professional Experience<\/button>\n    <button class=\"tab-btn\" onclick=\"cvShowSection('publications', this)\">Publications<\/button>\n    <button class=\"tab-btn\" onclick=\"cvShowSection('projects', this)\">Projects<\/button>\n  <\/div>\n\n  <!-- EDUCATION -->\n  <div id=\"cv-education\" class=\"section-block active\">\n    <p class=\"section-label\">Academic background<\/p>\n    <div class=\"timeline\">\n\n      <div class=\"tl-item current\">\n        <div class=\"tl-dot\"><\/div>\n        <div class=\"tl-card\">\n          <span class=\"tl-year\">Oct 2024 \u2013 present<\/span><span class=\"badge-present\">Active<\/span>\n          <div class=\"tl-title\">Ph.D. Student<\/div>\n          <div class=\"tl-institution\">Doctoral School of Electronics, Telecommunications and Information Technology (SDETTI) \u00b7 NUST POLITEHNICA Bucharest<\/div>\n          <div class=\"tl-desc\">\n            <strong>Thesis topic:<\/strong> <em>Artificial intelligence methods for improving satellite image characteristics for risk situation estimation and predictive analysis.<\/em>\n          <\/div>\n          <div class=\"tl-tags\">\n            <span class=\"tl-tag\">AI & Deep Learning<\/span>\n            <span class=\"tl-tag\">Satellite Imagery<\/span>\n            <span class=\"tl-tag\">Risk Assessment<\/span>\n            <span class=\"tl-tag\">Remote Sensing<\/span>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <div class=\"tl-item\">\n        <div class=\"tl-dot\"><\/div>\n        <div class=\"tl-card\">\n          <span class=\"tl-year\">Oct 2022 \u2013 Jul 2024<\/span>\n          <div class=\"tl-title\">M.Sc. Intelligent Systems and Computer Vision<\/div>\n          <div class=\"tl-institution\">Faculty of Electronics, Telecommunications and IT \u00b7 NUST POLITEHNICA Bucharest<\/div>\n          <div class=\"tl-desc\">\n            <strong>Thesis:<\/strong> <em>Analysis and prediction of vegetation evolution from satellite data cubes.<\/em>\n          <\/div>\n          <div class=\"tl-tags\">\n            <span class=\"tl-tag\">Computer Vision<\/span>\n            <span class=\"tl-tag\">Satellite Data<\/span>\n            <span class=\"tl-tag\">Vegetation Analysis<\/span>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <div class=\"tl-item\">\n        <div class=\"tl-dot\"><\/div>\n        <div class=\"tl-card\">\n          <span class=\"tl-year\">Oct 2018 \u2013 Jul 2022<\/span>\n          <div class=\"tl-title\">B.Sc. Telecommunications Networks and Software<\/div>\n          <div class=\"tl-institution\">Faculty of Electronics, Telecommunications and IT \u00b7 NUST POLITEHNICA Bucharest<\/div>\n          <div class=\"tl-desc\">\n            <strong>Thesis:<\/strong> <em>Creating a reference satellite data archive for training in the context of deep learning.<\/em>\n          <\/div>\n          <div class=\"tl-tags\">\n            <span class=\"tl-tag\">Telecommunications<\/span>\n            <span class=\"tl-tag\">Deep Learning<\/span>\n            <span class=\"tl-tag\">Satellite Data<\/span>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <div class=\"tl-item\">\n        <div class=\"tl-dot\"><\/div>\n        <div class=\"tl-card\">\n          <span class=\"tl-year\">2014 \u2013 2018<\/span>\n          <div class=\"tl-title\">Baccalaureate Diploma<\/div>\n          <div class=\"tl-institution\">Liceul \"\u0218tefan Diaconescu\" \u00b7 Potcoava<\/div>\n        <\/div>\n      <\/div>\n\n    <\/div>\n  <\/div>\n\n  <!-- EXPERIENCE -->\n  <div id=\"cv-experience\" class=\"section-block\">\n    <p class=\"section-label\">Professional experience<\/p>\n    <div class=\"timeline\">\n\n      <div class=\"tl-item current\">\n        <div class=\"tl-dot\"><\/div>\n        <div class=\"tl-card\">\n          <span class=\"tl-year\">May 2022 \u2013 present<\/span><span class=\"badge-present\">Active<\/span>\n          <div class=\"tl-title\">Machine Learning Engineer<\/div>\n          <div class=\"tl-institution\">Raiffeisen Bank Romania \u00b7 Software Engineering<\/div>\n          <div class=\"tl-desc\">Development of innovative applications using Artificial Intelligence.<\/div>\n          <div class=\"tl-tags\">\n            <span class=\"tl-tag\">Machine Learning<\/span>\n            <span class=\"tl-tag\">AI<\/span>\n            <span class=\"tl-tag\">Python<\/span>\n            <span class=\"tl-tag\">Banking<\/span>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <div class=\"tl-item current\">\n        <div class=\"tl-dot\"><\/div>\n        <div class=\"tl-card\">\n          <span class=\"tl-year\">May 2021 \u2013 Mar 2026<\/span><span class=\"badge-present\">Active<\/span>\n          <div class=\"tl-title\">Research Engineer in Communications<\/div>\n          <div class=\"tl-institution\">Beia Consult International \u00b7 Research<\/div>\n          <div class=\"tl-desc\">Participation in research and development activities within European and international research projects.<\/div>\n          <div class=\"tl-tags\">\n            <span class=\"tl-tag\">European Projects<\/span>\n            <span class=\"tl-tag\">IoT<\/span>\n            <span class=\"tl-tag\">5G<\/span>\n            <span class=\"tl-tag\">Communications<\/span>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <div class=\"tl-item\">\n        <div class=\"tl-dot\"><\/div>\n        <div class=\"tl-card\">\n          <span class=\"tl-year\">Sep 2022 \u2013 Sep 2025<\/span>\n          <div class=\"tl-title\">Teaching Assistant<\/div>\n          <div class=\"tl-institution\">NUST POLITEHNICA Bucharest \u00b7 Faculty of Electronics, Telecommunications and IT<\/div>\n          <div class=\"tl-desc\">Lab instructor for Information Transmission Theory, Year 3.<\/div>\n          <div class=\"tl-tags\">\n            <span class=\"tl-tag\">University Teaching<\/span>\n            <span class=\"tl-tag\">Information Theory<\/span>\n          <\/div>\n        <\/div>\n      <\/div>\n\n    <\/div>\n  <\/div>\n\n  <!-- PUBLICATIONS -->\n  <div id=\"cv-publications\" class=\"section-block\">\n    <p class=\"section-label\">Scientific publications<\/p>\n\n    <div class=\"pub-card q1\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2025<\/span><span class=\"pub-badge\">IGARSS 2025<\/span><span class=\"pub-badge\">IEEE<\/span><\/div>\n      <div class=\"pub-title\">CNN and LSTM-Based Forecasting of NDVI Trends for Environmental Monitoring<\/div>\n      <div class=\"pub-authors\">R. I. V\u0103t\u0103\u0219oiu, D. Faur<\/div>\n      <div class=\"pub-journal\">IGARSS 2025 \u2013 IEEE International Geoscience and Remote Sensing Symposium, pp. 8106\u20138110<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2024<\/span><span class=\"pub-badge\">ARES 2024<\/span><span class=\"pub-badge\">IEEE<\/span><\/div>\n      <div class=\"pub-title\">Developing a Call Detail Record Generator for Cultural Heritage Preservation and Theft Mitigation: Applications and Implications<\/div>\n      <div class=\"pub-authors\">R. I. Vatasoiu, A. Vulpe, R. Florescu, M. A. Sachian, G. Suciu<\/div>\n      <div class=\"pub-journal\">Proceedings of the 19th International Conference on Availability, Reliability and Security (ARES 2024), pp. 1\u20135<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2023<\/span><span class=\"pub-badge\">Romanian Journal<\/span><\/div>\n      <div class=\"pub-title\">IoT Data Analysis for Avalanche Forecast<\/div>\n      <div class=\"pub-authors\">S. Segarceanu, R. I. Vatasoiu, C. J. P. Hijon, S. A. Loloiu, G. Petrescu<\/div>\n      <div class=\"pub-journal\">The Romanian Journal of Technical Sciences. Applied Mechanics, vol. 68, no. 2\u20133, pp. 181\u2013196<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2023<\/span><span class=\"pub-badge\">Springer<\/span><span class=\"pub-badge\">IE 2022<\/span><\/div>\n      <div class=\"pub-title\">The Importance of Security and Safety in a Smart City<\/div>\n      <div class=\"pub-authors\">R. I. V\u0103t\u0103\u0219oiu, R. A. Br\u0103tulescu, S. A. Mitroi, M. A. Sachian, A. M. Tudor, A. G. Vintil\u0103<\/div>\n      <div class=\"pub-journal\">Education, Research and Business Technologies \u2013 Proceedings of 21st International Conference on Informatics in Economy (IE 2022), pp. 11\u201323. Springer Nature Singapore<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2023<\/span><span class=\"pub-badge\">SPIE<\/span><\/div>\n      <div class=\"pub-title\">5G Networks and IoT for Traffic Management<\/div>\n      <div class=\"pub-authors\">R. Bratulescu, G. Suciu, M. A. Sachian, R. Vatasoiu, S. A. Mitroi, R. A. Kecs, C. Stalidi<\/div>\n      <div class=\"pub-journal\">Advanced Topics in Optoelectronics, Microelectronics, and Nanotechnologies XI, vol. 12493, pp. 203\u2013209. SPIE<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2022<\/span><span class=\"pub-badge\">ARES 2022<\/span><span class=\"pub-badge\">IEEE<\/span><\/div>\n      <div class=\"pub-title\">Fraudulent Activities in the Cyber Realm: DEFRAUDify Project<\/div>\n      <div class=\"pub-authors\">R. A. Bratulescu, R. I. Vatasoiu, S. A. Mitroi, G. Suciu, M. A. Sachian, D. M. Dutu, S. E. Calescu<\/div>\n      <div class=\"pub-journal\">Proceedings of the 17th International Conference on Availability, Reliability and Security (ARES 2022), pp. 1\u20135<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2022<\/span><span class=\"pub-badge\">WPMC 2022<\/span><span class=\"pub-badge\">IEEE<\/span><\/div>\n      <div class=\"pub-title\">Object Detection in Autonomous Vehicles<\/div>\n      <div class=\"pub-authors\">R. A. Bratulescu, R. I. Vatasoiu, G. Suciu, S. A. Mitroi, M. C. Vochin, M. A. Sachian<\/div>\n      <div class=\"pub-journal\">2022 25th International Symposium on Wireless Personal Multimedia Communications (WPMC), pp. 375\u2013380. IEEE<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2021<\/span><span class=\"pub-badge\">SIITME 2021<\/span><span class=\"pub-badge\">IEEE<\/span><\/div>\n      <div class=\"pub-title\">Role of 5G in Vehicular Network for Smart Vehicles in Smart Cities<\/div>\n      <div class=\"pub-authors\">G. Suciu, I. Hussain, I. A. Esanu, C. Beceanu, R. I. Vatasoiu, M. C. Vochin<\/div>\n      <div class=\"pub-journal\">2021 IEEE 27th International Symposium for Design and Technology in Electronic Packaging (SIITME), pp. 382\u2013387. IEEE<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2021<\/span><span class=\"pub-badge\">SIITME 2021<\/span><span class=\"pub-badge\">IEEE<\/span><\/div>\n      <div class=\"pub-title\">Digital Solutions for Smart Food Supply Chain<\/div>\n      <div class=\"pub-authors\">G. Suciu, I. Pop, A. Pasat, S. Calescu, R. Vatasoiu, I. Suciu<\/div>\n      <div class=\"pub-journal\">2021 IEEE 27th International Symposium for Design and Technology in Electronic Packaging (SIITME), pp. 378\u2013381. IEEE<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2021<\/span><span class=\"pub-badge\">RoEduNet 2021<\/span><span class=\"pub-badge\">IEEE<\/span><\/div>\n      <div class=\"pub-title\">MEWS \u2013 An IoT and Cloud-Based Avalanche Detection and Prediction Platform<\/div>\n      <div class=\"pub-authors\">G. V. Iordache, G. Suciu, S. Segarceanu, G. Petrescu, R. I. Vatasoiu, L. Rodriguez et al.<\/div>\n      <div class=\"pub-journal\">2021 20th RoEduNet Conference: Networking in Education and Research, pp. 1\u20135. IEEE<\/div>\n    <\/div>\n\n  <\/div>\n\n  <!-- PROJECTS -->\n  <div id=\"cv-projects\" class=\"section-block\">\n    <p class=\"section-label\">Research projects<\/p>\n    <div class=\"proj-grid\">\n\n      <div class=\"proj-card lead\">\n        <div class=\"proj-header\">\n          <span class=\"proj-acronym\">RITHMS<\/span>\n          <span class=\"proj-period\">2022 \u2013 2025<\/span>\n        <\/div>\n        <div class=\"proj-title\">Research, Intelligence and Technology for Heritage and Market Security<\/div>\n        <div class=\"proj-meta\">\n          <span class=\"proj-funder\">European Commission<\/span>\n          <span class=\"proj-funder\">HORIZON-CL3-2021-FCT-01-08<\/span>\n          <span class=\"proj-funder\">GA 101073932<\/span>\n          <a class=\"proj-link\" href=\"https:\/\/rithms.eu\/\" target=\"_blank\">\u2197 rithms.eu<\/a>\n        <\/div>\n      <\/div>\n\n      <div class=\"proj-card lead\">\n        <div class=\"proj-header\">\n          <span class=\"proj-acronym\">MEWS<\/span>\n          <span class=\"proj-period\">2019 \u2013 2022<\/span>\n        <\/div>\n        <div class=\"proj-title\">Mass Movement Early Warning System \u2013 Early Detection of Landslides, Rockfalls and Avalanches<\/div>\n        <div class=\"proj-meta\">\n          <span class=\"proj-funder\">IoT & Cloud<\/span>\n          <span class=\"proj-funder\">Early Warning<\/span>\n          <span class=\"proj-funder\">Beia Consult International<\/span>\n        <\/div>\n      <\/div>\n\n    <\/div>\n  <\/div>\n\n<\/div>\n\n<script>\nfunction cvShowSection(id, btn) {\n  document.querySelectorAll('.cv-wrapper .section-block').forEach(s => s.classList.remove('active'));\n  document.querySelectorAll('.cv-wrapper .tab-btn').forEach(b => b.classList.remove('active'));\n  document.getElementById('cv-' + id).classList.add('active');\n  btn.classList.add('active');\n  setTimeout(cvAnimateItems, 50);\n}\nfunction cvAnimateItems() {\n  var items = document.querySelectorAll('.cv-wrapper .section-block.active .tl-item, .cv-wrapper .section-block.active .pub-card, .cv-wrapper .section-block.active .proj-card');\n  items.forEach(function(item, i) {\n    item.classList.remove('visible');\n    setTimeout(function() { item.classList.add('visible'); }, i * 80);\n  });\n}\nwindow.addEventListener('load', function() { setTimeout(cvAnimateItems, 100); });\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Education Professional Experience Publications Projects Academic background Oct 2024 \u2013 presentActive Ph.D. Student Doctoral School of Electronics, Telecommunications and Information Technology (SDETTI) \u00b7 NUST POLITEHNICA Bucharest Thesis topic: Artificial intelligence methods for improving satellite image characteristics for risk situation estimation and predictive analysis. AI &#038; Deep Learning Satellite Imagery Risk Assessment Remote Sensing Oct 2022 [&hellip;]<\/p>\n","protected":false},"featured_media":13489,"parent":12769,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false},"class_list":["post-13421","team","type-team","status-publish","has-post-thumbnail","hentry"],"acf":{"social_one":"","social_one_link":"","social_two":"","social_two_link":"","social_three":"","social_three_link":"","social_four":"","social_four_link":""},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/team\/13421","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/team"}],"about":[{"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/types\/team"}],"replies":[{"embeddable":true,"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/comments?post=13421"}],"version-history":[{"count":7,"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/team\/13421\/revisions"}],"predecessor-version":[{"id":13452,"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/team\/13421\/revisions\/13452"}],"up":[{"embeddable":true,"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/team\/12769"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/media\/13489"}],"wp:attachment":[{"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/media?parent=13421"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}