David Jaggi
David Jaggi
ZHAW
School of Management and Law
Fachstelle für Asset Management
Gertrudstrasse 8
8400 Winterthur
Work at ZHAW
Position
Focus
Asset Management, Risk Management, Machine Learning, Data Science, R, Python, SQL
Education and Continuing education
Continuing Education
Natural Language Processing Fundamentals (Certificate)
ZHAW Life Sciences and Facility Management
11 / 2021
Network
Membership of networks
ORCID digital identifier
Awards
DIZH Fellowship
DIZH
02 / 2024
Projects
- Sustainable Digital Finance / Team member / ongoing
- Detecting Greenwashing: Assessing Green Communication and Technological Trajectories Employing AI and Big Data / Project leader / completed
- Greening the deal: Do acquisitions boost or block environmental transformation? / Team member / completed
- Investor and Stakeholder Tools for Tracking Companies’ Climate Commitments, Greenwashing and ESG Trends / Deputy project leader / completed
- Prognostic Scoring of Innovations in Green-Tech patent clusters using Natural Language Processing / Team member / completed
- Strengthening Swiss Financial SMEs through Applicable Reinforcement Learning / Team member / completed
Publications
Articles in scientific journal, 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.
Written conference contributions, peer-reviewed
- Newham, M., Jaggi, D. and Posth, J.-A. (2026) 'Greening the deal : can mergers redirect innovation?', in 20th International Conference on Competition and Regulation (CRESSE), Kos, Greeece, 3-5 July 2026.
- 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), Zurich, Switzerland, 12-13 February 2026.
- 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.
Other publications
Jaggi, D. et al. (2025) Real-time climate controversy detection. Swiss Finance Institute. doi: 10.2139/ssrn.5207850.
Oral conference contributions and 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.
- Posth, J.-A. et al. (2022) 'Reinforcement learning in finance', in ZKB Event, Zürich, Schweiz, 7.April 2022.
- 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.