Presentation of the habilitation project
Friday, June 26, 2026 | 10:00 a.m. | Room: S.2.69 | University of Klagenfurt
Postdoc-Ass. DI Dr. Christian Macho
Department of Informatics Systems | University of Klagenfurt
Abstract: Continuous Integration (CI) has become an essential practice in modern software development, enabling rapid feedback through automated building and testing of software systems. However, projects grow in size and complexity. As a consequence, such CI pipelines increasingly suffer from high execution costs, dependency-related failures, and build breakages that require substantial developer effort to diagnose and repair. In this talk, I will present my research agenda on intelligent build engineering that combines prediction, validation, and automated repair techniques to improve the efficiency and reliability of software builds. First, I will discuss approaches for anticipating build outcomes and identifying skippable CI commits, leveraging both changes to source code and to build code, along with complexity measures, to enable more efficient CI utilization. Next, I will introduce my approaches for validating dependencies in build configurations and automatically detecting and repairing dependency conflicts, including approaches that leverage large language models to modify source code when configuration-level fixes are insufficient. Finally, I will explore the emerging role of AI agents in build maintenance. This includes evaluating whether large language models can replace traditional build log analyzers, as well as presenting agent-based approaches for diagnosing dependency-related failures and repairing such build breakages automatically. In summary, my research directions investigate how predictive analytics, dependency management, large language models, and autonomous agents may enable future CI systems that are faster, more resilient, and increasingly self-healing.
Bio: Dr. Christian Macho is a Postdoctoral Researcher (tenure-track) in the Software Engineering Research Group at the University of Klagenfurt, where he works on software evolution, program analysis, build systems, continuous integration, automated repair, and empirical studies in software engineering. He earned his MSc from the Technical University of Vienna and his PhD from the University of Klagenfurt, both with distinction. His work has contributed to understanding how software systems evolve and how development tools can more effectively support developers, particularly when building software projects. He has served on program committees for major software engineering conferences, was recognized as a top reviewer for the Journal of Systems and Software (JSS), and was a Distinguished Reviewer for the International Conference on Mining Software Repositories (MSR) 2025.


On 16 April, Dr Felix Schniz (ITEC) organized a guest talk and workshop by Flavia Mazzanti and Manuel Bornell from Immerea (
Flavia Mazzanti and Manuel Bonell are co-founders of Immerea, a Vienna-based indie studio dedicated to VR games and interactive installations. Their interdisciplinary practice explores new modes of perception and interaction in virtual and hybrid spaces, with a strong focus on artistic quality and level of experimentation Their work has been exhibited internationally at institutions and festivals including Ars Electronica (Linz), DIG Shibuya (Tokyo), KunstHaus Wien (Vienna), Kunsthaus Graz, FILE Festival (São Paulo), MESH Festival (Basel), DA Z – Digital Arts Festival Zurich, and ADAF – Athens Digital Arts Festival. Alongside their studio practice, they are both active as university lecturers, speakers, and co-organizers of XR Austria, Austria’s largest community for immersive technologies.
Bio: Als Lead Evangelist bei Celonis inspiriert Rudy Kuhn Kunden, Partner und Analysten dazu, ihre Geschäftsabläufe unter dem Gesichtspunkt von Process Intelligence, Automatisierung und Orchestrierung neu zu gestalten. Mit über 25 Jahren Erfahrung in der Prozessoptimierung und -transformation sowie 16 Jahren tiefgreifender Beschäftigung mit Process Mining hat er seine Karriere darauf ausgerichtet, Unternehmen dabei zu unterstützen, das volle Potenzial ihrer durchgängigen Prozesse auszuschöpfen. Vom Aufbau des ersten E-Business-Beratungsteams von IBM in Deutschland über die Gründung von ProcessGold und die Einführung von Process Mining bei UiPath bis hin zu seiner aktuellen Rolle bei Celonis – Rudy stand und steht weiterhin an der Spitze der digitalen Transformation.
Bio: Hadi Amirpour is working on adaptive video streaming, image/video compression, QoE evaluation, 3D and immersive imaging, and machine-learning-based medical image analysis, with a focus on translating theory into next-generation multimedia systems. He has received multiple distinctions, including Best Paper Awards (PCS 2024, NAB 2025) and Grand Challenge wins at ICIP 2024 and VCIP 2025. He contributes to JPEG Pleno and MPEG standardization on light fields, point clouds, and immersive formats, and has co-chaired Qualinet Task Force 7 since 2021, advancing subjective and objective video quality assessment. He is an Associate Editor for IEEE TCSVT and holds key leadership roles such as TPC Co-Chair of VCIP 2025 and General Co-Chair of QoMEX 2026 and MMSP 2027. He is also active in organizing special sessions, workshops, and tutorials at major venues, including IEEE ICME, IEEE QoMEX, ACM Multimedia, VQEG, EUVIP, and ACM MobiSys.
