Natalia Mathá Email & Phone Number

Vienna, Austria

Vienna, Austria

Klagenfurt, Carinthia, Austria

Project “Ontology-Based Interoperability of Systems”Tasks:• Design of application architecture• Development and integration coordination of the project software components• Coordination between project partners• Fulfillment of mandatory project requirementsResults, achievements:• Conducted the requirement analysis for the software components and analyzed the existing and proposed solutions, incl. 5+ existing annotators• Supervised for 6 months a student in the subproject entitled “Labeling tools: comparison and customization”• Developed the technical documentation, incl. application structure, component description, and communication protocols• Coordinated the activities of the 3 teams (9 members in total, incl. 2 project partners) in fortnightly meetings with the project progress visualization, communication, search of the points of growth, bottleneck detection • Published 1 and submitted 1 research paper for the project, prepared the project promo materials, developed a project web pageBenefits:• Scientific knowledge dissemination• Mandatory project requirements fulfillment• Funding confirmation and technical basis for the follow-up projects• Keeping the position of Klagenfurt University in the global university ranking • Strengthening the connection between University, Klinikum Klagenfurt, Fraunhofer Austria Research, and a technical partner from the semiconductor industry• Optimization of the technical experts’ work in failure analysis of the semiconductor area and the medical experts’ work in cataract surgery video annotation

Klagenfurt, Austria

Project “Relevance Detection in Ophthalmic Surgery Videos”Tasks:• Preparation of the ML solutions for use in the project application: cataract surgery video annotator• Performing the research studies in the area of visual ML analysis, publishing and presenting the results • Fulfillment of mandatory project requirementsResults, achievements:• Prepared 2 ready-to-integrate ML-based solutions supplemented with the usage instructions • Continuously defined the technical requirements with 3 medical experts• Presented the intermediate results on the project meetings for both technical and medical experts every 3-4 months• Published 4 papers, including 1 journal paper• Was a presenting author at 3 conferences• Received a doctoral degree within 3,5 yearsBenefits:• Scientific knowledge dissemination• Mandatory project requirements fulfillment• Funding confirmation and technical basis for the follow-up projects• Keeping the position of Klagenfurt University in the global university ranking • Strengthening the connection between University and Klinikum Klagenfurt• Optimization of the medical experts’ work in cataract surgery video annotation

Petrozavodsk, Karelia, Russia

Tasks:• Testing the developed frontend and backend software features manually in the B2B web application for digital marketing analysis: functional, regression, and usability testingResults, achievements:• Planned testing activities at every fortnightly sprint meeting in Redmine• Performed the testing locally, accessing the necessary code version using Git• Achieved the bug rate detection of around 80%• Prepared the bug reports for the developers incl. the probable bug causesBenefits:• Optimization of the partner’s app development costs • Establishment of international business connections with Ads Pro Digital partner https://adsprodigital.com/• Making advertisement cost analysis more transparent and manageable for the end-users• Continuous improvements for the end-users, including both technical and usability aspects

Phd, Computer Science

Master'S Degree, Computer Science

Bachelor'S Degree, Computer Science