David Jaggi
David Jaggi
ZHAW
School of Management and Law
Fachstelle für Asset Management
Gertrudstrasse 8
8400 Winterthur
Arbeit an der ZHAW
Tätigkeit
Arbeits- und Forschungsschwerpunkte
Asset Management, Risk Management, Machine Learning, Data Science, R, Python, SQL
Aus- und Weiterbildung
Weiterbildung
Natural Language Processing Fundamentals (Zertifikat)
ZHAW Life Sciences und Facility Management
11 / 2021
Netzwerk
Mitglied in Netzwerken
ORCID digital identifier
Auszeichnungen
DIZH Fellowship
DIZH
02 / 2024
Projekte
- Sustainable Digital Finance / Teammitglied / laufend
- Greening the deal: Do acquisitions boost or block environmental transformation? / Teammitglied / abgeschlossen
- Investor and Stakeholder Tools for Tracking Companies’ Climate Commitments, Greenwashing and ESG Trends / Stellv. Projektleiter:in / abgeschlossen
- Prognostisches Scoring von Innovationen in Green-Tech-Patentclustern mittels Natural Language Processing / Teammitglied / abgeschlossen
- Strengthening Swiss Financial SMEs through Applicable Reinforcement Learning / Teammitglied / abgeschlossen
Publikationen
Beiträge in wissenschaftlicher Zeitschrift, peer-reviewed
Hadji Misheva, B., Jaggi, D., Posth, J.-A., Gramespacher, T., & Osterrieder, J. (2021). Audience-dependent explanations for AI-based risk management tools : a survey. Frontiers in Artificial Intelligence, 4(794996). https://doi.org/10.3389/frai.2021.794996
Schriftliche Konferenzbeiträge, peer-reviewed
- Jaggi, D., Posth, J.-A., & Guderian, C. C. (2025, June 25). Detecting innovation profiles : patent analytics for thematic investment strategies. 25th EURAM Annual Conference, Florence, Italy, 22-25 June 2025.
- Jaggi, D., Posth, J.-A., & Guderian, C. C. (2024, September 26). Identifying the innovation focus : how patent data can help to understand the IP profile of companies. G-Forum Jahreskonferenz, Ingolstadt, Deutschland, 25.-27. September 2024.
- Jaggi, D., Posth, J.-A., & Guderian, C. C. (2024, June 30). A novel approach to thematic portfolio construction : patent-based investment decision making. 33rd European Conference on Operational Research (EURO 2024), Copenhagen, Denmark, 30 June - 3 July 2024.
- Jaggi, D., Posth, J.-A., & Guderian, C. C. (2024, June 19). Thematic investing : grouping companies along their technology profiles. R&D Management Conference, Stockholm, Sweden, 17-19 June 2024.
- Jaggi, D., Posth, J.-A., & Guderian, C. C. (2024, June 6). Patent-based company-level analytics for thematic investing : clustering companies along their technology profiles. 31st Innovation & Product Development Management Conference (IPDMC), Dublin, Ireland, 5-7 June 2024.
Weitere Publikationen
Jaggi, D., Jamet, N., Leippold, M., & Yu, T. (2025). Real-time climate controversy detection. Swiss Finance Institute. https://doi.org/10.2139/ssrn.5207850
Mündliche Konferenzbeiträge und Abstracts
- Jaggi, D., Posth, J.-A., & Guderian, C. C. (2024, September 12). Thematic investing via patents : portfolio construction along companies’ technology profiles. 10. CARF Luzern, Schweiz, 12.-13. September 2024.
- Jaggi, D. (2022). Big data for assessing corporate green innovation. SSF/ZHAW Novel Data Solutions: Big Data and AI for Sustainable Investing - from Biodiversity Risks to Sustainable Gold, Zurich, Switzerland, 2 November 2022.
- Posth, J.-A., Auth, C., De Meer Pardo, F., Dascalu, F., Jaggi, D., & Grob, L. (2022). Reinforcement learning in finance. ZKB Event, Zürich, Schweiz, 7.April 2022.