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profile picture Stefano Bonini

Stefano Bonini

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Ruolo

Docente a contratto

Città

Roma

Dipartimento

GEPLI (Roma)

Corso di Laurea

Management, Finance and Data Analytics

Curriculum vitae

Lecturer at LUMSA University since 2017, working on credit risk and FinTech. His research covers PD and LGD modelling, survival analysis in the Basel framework, climate risk in IRB models, machine learning and FinTech. He combines academic work with over twenty years of consulting experience in banking and finance.

Education
Degree in Mathematical Economics. PhD in Banking & Finance (cum laude). Study periods at the University of Birmingham, University of Sussex, Georgetown University and Universidad de Alicante.

Teaching
LUMSA University, since 2017: Financial Risk Management, course compliant with the AIFIRM Syllabus.
University of Bologna, since 2011: FinTech (MSc, in English) and Economics of Financial Intermediaries.
POLIMI Graduate School of Management (Milan), since 2013: Credit Risk.
University of Florence, since 2022: Innovation in Banking and Financial Markets.
Previously: University of Milan, FinTech Industry (2020–2021); Bologna Business School, Financial Markets and Instruments (2022, 2023).

Visiting
Visiting Scholar at NYU Stern School of Business with Prof. Edward I. Altman (2019). Visiting Professor at IMT School for Advanced Studies Lucca (2016–2017, 2020–2022), Université Côte d’Azur, University of Barcelona, Amsterdam University of Applied Sciences (2023, 2025, 2026) and in Tirana.

Research
Articles in Economics Letters, Finance Research Letters, European Journal of Finance, Journal of Credit Risk and Risk Management Magazine. He has published the books FinTech: Rethinking Financial Intermediation (FrancoAngeli, 2026) and Statistica per le decisioni economiche e finanziarie (FrancoAngeli, 2026). Speaker at national and international conferences.

Professional experience
Partner and Head of Risk Advisory at MBS Consulting since 2020, where he founded the Risk Advisory practice. Previously Managing Director and head of the Credit Risk & Risk Governance practice at Accenture (2011–2020).

Qualifications
Chartered Accountant (Order of Chartered Accountants of Milan), Statutory Auditor and qualified Sustainability Auditor. State Examination in Statistics; CStat (Royal Statistical Society) and PStat (American Statistical Association). Registered Journalist.

Recognition and other activities
Named among the Top 100 FinTech leaders and influencers in Italy (2019). Member of the Scientific Committee of Assofintech.

 

Personal website: https://stefanobonini.eu

Orari di ricevimento

Office Hour: during class period it is possibile to schedule a meeting after class. It is always possible asking an ad hoc on-line meeting

Didattica e insegnamenti

Insegnamento Anno accademico Percorso di studi CFU

FINANCIAL RISK MANAGEMENT

2026 / 2027

Sustainable finance and data analytics

4

FINANCIAL RISK MANAGEMENT

2025 / 2026

Sustainable Finance and Data Analytics

4

FINANCIAL RISK MANAGEMENT

2024 / 2025

Sustainable Finance and Data Analytics

4

Altre informazioni sugli insegnamenti

Tutte le pubblicazioni

Bonini, Stefano; Caivano, Giuliana, FinTech: rethinking financial intermediation. Innovation, markets, and regulation, Milan, FrancoAngeli srl, 2026, pp. 304 . [Research monograph]

Bonini, Stefano; Caivano, Giuliana, Statistica per le decisioni economiche e finanziarie, Milano, FrancoAngeli srl, 2026, pp. 288 . [Research monograph]

Bonini, Stefano; Caivano, Giuliana, Systematic forecast errors from extreme weather events in credit risk models, «ECONOMICS LETTERS», 2026, 268, Article number: 113149 , pp. 113149 - 113149 [Scientific article]

Bonini, Stefano, Why publish in top journals? Publication incentives and binary classification in finance, economics and business, «FINANCE RESEARCH LETTERS», 2026, 107, pp. 110406 - 110406 [Scientific article]

Bonini, Stefano; Caivano, Giuliana, Artificial Intelligence: the Application of Machine Learning and Predictive Analytics in Credit Risk, «RISK MANAGEMENT MAGAZINE», 2021, 16, pp. 19 - 29 [Scientific article]

Bonini, Stefano; Caivano, Giuliana, Probability of Default Modeling: A Machine Learning Approach, in: Mathematical and Statistical Methods for Actuarial Sciences and Finance, Cham, Springer International Publishing AG, 2018, pp. 173 - 177 [Chapter or essay]

Bonini, Stefano; Caivano, Giuliana, Risk/Return Analysis on Credit Exposure: Do Small Banks Really Apply a Pricing Risk-Based on Their Loans?, in: Mathematical and Statistical Methods for Finance, Cham, Springer International Publishing AG, 2018, pp. 179 - 184 [Chapter or essay]

Bonini, Stefano; Caivano, Giuliana, Estimating loss-given default through advanced credibility theory, «EUROPEAN JOURNAL OF FINANCE», 2016, 22, pp. 1351 - 1362 [Scientific article]

Bonini, Stefano; Caivano, Giuliana, Development of a LGD Model Basel2 Compliant: A Case Study, in: Mathematical and Statistical Methods for Actuarial Sciences and Finance, Cham, Springer International Publishing, 2014, pp. 45 - 48 [Chapter or essay]

Bonini, Stefano; Caivano, Giuliana, Probability of Default: A Modern Calibration Approach, in: Mathematical and Statistical Methods for Actuarial Sciences and Finance, Cham, Springer International Publishing, 2014, pp. 41 - 44 [Chapter or essay]

Bonini, Stefano; Caivano, Giuliana, Modelli di rating oltre Basilea, in: Gestione dei rischi durante la crisi: lesson learnt, Milano, The McGraw-Hill Companies srl, 2013, pp. 251 - 270 [Chapter or essay]

Bonini, Stefano; Caivano, Giuliana, The survival analysis approach in Basel II credit risk management: modeling danger rates in the loss given default parameter, «THE JOURNAL OF CREDIT RISK», 2013, 9, pp. 101 - 118 [Scientific article]

Bonini, Stefano; Caivano, Giuliana, Beyond Basel2: Modeling loss given default through survival analysis, in: Mathematical and Statistical Methods for Actuarial Sciences and Finance, Milano, Springer, 2012, pp. 43 - 52 [Chapter or essay]

Bonini, Stefano, Economic impacts of financial market integration of euro area and central-east Europe countries: a structural VAR approach, «REVIEW OF ECONOMIC STUDIES AND RESEARCH "VIRGIL MADGEARU"», 2012, 2, pp. 79 - 98 [Scientific article]