David Jaggi

Arbeit an der ZHAW

Tätigkeit

Wissenschftlicher Mitarbeiter

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

• Digital Futures Lab
• LinkedIn

ORCID digital identifier

ORCID ID: 0000-0002-0634-9516

Auszeichnungen

DIZH Fellowship
DIZH
02 / 2024

Projekte

• Sustainable Digital Finance / Teammitglied / laufend
• Greening the deal: Do acquisitions boost or block environmental transformation? / Teammitglied / laufend
• 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

• Hadji Misheva, Branka; Jaggi, David; Posth, Jan-Alexander; Gramespacher, Thomas; Osterrieder, Joerg,

  2021.

  Audience-dependent explanations for AI-based risk management tools : a survey.

  Frontiers in Artificial Intelligence.

  4(794996).

  Verfügbar unter: https://doi.org/10.3389/frai.2021.794996

• Jaggi, David; Posth, Jan-Alexander; Guderian, Carsten C.,

  2025.

  Detecting innovation profiles : patent analytics for thematic investment strategies[Paper].

  In:

  25th EURAM Annual Conference, Florence, Italy, 22-25 June 2025.

• Jaggi, David; Posth, Jan-Alexander; Guderian, Carsten C.,

  2024.

  Identifying the innovation focus : how patent data can help to understand the IP profile of companies[Paper].

  In:

  G-Forum Jahreskonferenz, Ingolstadt, Deutschland, 25.-27. September 2024.

• Jaggi, David; Posth, Jan-Alexander; Guderian, Carsten C.,

  2024.

  A novel approach to thematic portfolio construction : patent-based investment decision making[Paper].

  In:

  33rd European Conference on Operational Research (EURO 2024), Copenhagen, Denmark, 30 June - 3 July 2024.

• Jaggi, David; Posth, Jan-Alexander; Guderian, Carsten C.,

  2024.

  Thematic investing : grouping companies along their technology profiles[Paper].

  In:

  R&D Management Conference, Stockholm, Sweden, 17-19 June 2024.

• Jaggi, David; Posth, Jan-Alexander; Guderian, Carsten C.,

  2024.

  Patent-based company-level analytics for thematic investing : clustering companies along their technology profiles[Paper].

  In:

  31st Innovation & Product Development Management Conference (IPDMC), Dublin, Ireland, 5-7 June 2024.

• Jaggi, David; Posth, Jan-Alexander; Guderian, Carsten C.,

  2024.

  Thematic investing via patents : portfolio construction along companies’ technology profiles.

  In:

  10. CARF Luzern, Schweiz, 12.-13. September 2024.

• Jaggi, David,

  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, Jan-Alexander; Auth, Christoph; De Meer Pardo, Fernando; Dascalu, Florin; Jaggi, David; Grob, Linus,

  2022.

  Reinforcement learning in finance.

  In:

  ZKB Event, Zürich, Schweiz, 7.April 2022.

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