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portfolio
WISER (Ongoing)
WISER is an interdisciplinary project that brings together environmental scientists, computer scienctists, and experts in business innovation to make trustworthy and consistent greenhouse gas (GHG) emissions accounting accessible to companies of all sizes. It uses semantic technologies—such as Knowledge Graphs—to create an interoperability layer across data silos and encode expert knowledge in a machine-readable, machine-understandable form. This enables the automation of several costly, manual steps in current GHG accounting practices. WISER is funded by Innosuisse, the Swiss innovation agency. Visit the WISER website.
Smart Management of Smart Grids (Finished)
As electric distribution systems integrate more renewable energy, enhanced automation is needed to ensure reliability and responsiveness. During my time at Siemens, using semantic technologies, we developed a system for managing secondary electrical substations, offering real-time monitoring, automated control, and dynamic software deployment. We developed innovative dashboards to empower grid operators with intuitive visualization and proactive tools to detect, diagnose, and resolve grid issues efficiently. This project was supported by the California Energy Commission. The report can be found here.
publications
Digital Companion for Industry
Published in the proceedings of Companion Proceedings of The 2019 World Wide Web Conference, 2019
Proactive Digital Companions in Pervasive Hypermedia Environments
Published in the proceedings of 2020 IEEE 6th International Conference on Collaboration and Internet Computing (CIC), 2020
A Digital Companion for Air Travelers
Published in the proceedings of 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services, 2021
Assisting automated fault detection and diagnostics in building automation through semantic description of functions and process data
Published in the proceedings of Proceedings of the 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2021
The Right to Customization: Conceptualizing the Right to Repair for Informational Privacy
Published in the proceedings of Privacy Technologies and Policy, 2021
Towards Privacy-Friendly Smart Products
Published in the proceedings of 2021 18th International Conference on Privacy, Security and Trust (PST), 2021
An Expert Digital Companion for Working Environments
Published in the proceedings of Proceedings of the 11th International Conference on the Internet of Things, 2022
Semantic Knowledge for Autonomous Smart Farming
Published in the 7th IFAC Conference on Sensing, Control and Automation Technologies for Agriculture AGRICONTROL, 2022
Actionable Contextual Explanations for Cyber-Physical Systems
Published in the proceedings of 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom), 2023
GEAR: Gaze-enabled augmented reality for human activity recognition
Published in the proceedings of Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023
SOCRAR: Semantic OCR through Augmented Reality
Published in the proceedings of Proceedings of the 12th International Conference on the Internet of Things, 2023
MR Object Identification and Interaction: Fusing Object Situation Information from Heterogeneous Sources
Published in the Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023
A Proxy for Assessing the Automatic Encodability of Regulation
Published in the proceedings of Proceedings of the 2024 Symposium on Computer Science and Law, 2024
Gaze-based Opportunistic Privacy-preserving Human-Agent Collaboration
Published in the proceedings of Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024
Gaze-enabled activity recognition for augmented reality feedback
Published in Computers & Graphics, 2024
Temporal Scene Understanding using Contextually Unique Identification
Published in the proceedings of 2024 IEEE 36th International Conference on Tools with Artificial Intelligence (ICTAI), 2024
The Spectrum of Proactive Functioning in Digital Companions
Published in the proceedings of Proceedings of the International Conference on Mobile and Ubiquitous Multimedia, 2024
A Digital Companion Architecture for Ambient Intelligence
Published in Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024
FoodCoach: Fully Automated Diet Counseling
Published in IEEE Journal of Biomedical and Health Informatics, 2025
talks
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teaching
Automata Theory and Formal Languages (4604092)
Undergraduate course, Autonomous Metropolitan University (UAM), 2014
Leader of the Automata Theory and Formal Languages course (4604092), 2014.
Wireless and Mobile Computing (450234)
Undergraduate course, Autonomous Metropolitan University (UAM), 2014
Leader of the Wireless and Mobile Computing course (450234), 2014.
User Interface Design and Development (CS160)
Undergraduate course, University of California, Berkeley, 2019
Leader of the User Interface Design and Development course (CS160), fall 2019.
Ubiquitous Computing (7,864,1.00)
Graduate course, University of St. Gallen, 2021
Co-instructor of the Ubiquitous Computing course (7,864,1.00), fall 2022 - 2024.
Computer Networks and Distributed Systems (6,147,1.00)
Undergraduate course, University of St. Gallen, 2022
Co-instructor of the Computer Networks and Distributed Systems course (6,147,1.00), spring 2021 and 2022
Putting Data into Context (8,780,1.00)
Graduate course (contextual studies course), University of St. Gallen, 2023
Co-leader of the Putting Data into Context course (8,780,1.00), spring 2023.
Industry 4.0 (95639)
Graduate course, University of Bologna, 2024
Leader of the Industry 4.0 course (95639), spring 2024.
Introduction to robotics (5,902,1.00)
Undergraduate course, University of St. Gallen, 2024
Leader of Introduction to robotics course (5,902,1.00), fall 2024