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. et al. (2021) 'Audience-dependent explanations for AI-based risk management tools : a survey', Frontiers in Artificial Intelligence, 4(794996). doi: 10.3389/frai.2021.794996.
Schriftliche Konferenzbeiträge, peer-reviewed
- Melissa Newham, M., Jaggi, D. and Posth, J.-A. (2026) 'Greening the deal : do acquisitions boost or block clean innovation?', in Young Swiss Economists Meeting (YSEM) 2026, Zurich, Switzerland, 12-13 February 2026. YSEM.
- Jaggi, D., Posth, J.-A. and Guderian, C. C. (2025) 'Detecting innovation profiles : patent analytics for thematic investment strategies', in 25th EURAM Annual Conference, Florence, Italy, 22-25 June 2025.
- Jaggi, D., Posth, J.-A. and Guderian, C. C. (2024) 'Identifying the innovation focus : how patent data can help to understand the IP profile of companies', in G-Forum Jahreskonferenz, Ingolstadt, Deutschland, 25.-27. September 2024.
- Jaggi, D., Posth, J.-A. and Guderian, C. C. (2024) 'A novel approach to thematic portfolio construction : patent-based investment decision making', in 33rd European Conference on Operational Research (EURO 2024), Copenhagen, Denmark, 30 June - 3 July 2024.
- Jaggi, D., Posth, J.-A. and Guderian, C. C. (2024) 'Thematic investing : grouping companies along their technology profiles', in R&D Management Conference, Stockholm, Sweden, 17-19 June 2024.
- Jaggi, D., Posth, J.-A. and Guderian, C. C. (2024) 'Patent-based company-level analytics for thematic investing : clustering companies along their technology profiles', in 31st Innovation & Product Development Management Conference (IPDMC), Dublin, Ireland, 5-7 June 2024.
Weitere Publikationen
Jaggi, D. et al. (2025) Real-time climate controversy detection. Swiss Finance Institute. doi: 10.2139/ssrn.5207850.
Mündliche Konferenzbeiträge und Abstracts
- Jaggi, D., Posth, J.-A. and Guderian, C. C. (2024) 'Thematic investing via patents : portfolio construction along companies' technology profiles', in 10. CARF Luzern, Schweiz, 12.-13. September 2024.
- Jaggi, D. (2022) 'Big data for assessing corporate green innovation', in 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. et al. (2022) 'Reinforcement learning in finance', in ZKB Event, Zürich, Schweiz, 7.April 2022.