Track / Overview

Financial institutes spend a significant proportion of their budget on risk and compliance, and the expectation is that this figure will only grow with increasing regulation and market complexity. Thus, there is a large pressure on this sector to achieve better risk coverage and give greater assurance with less resources. The hope is that this will be achieved by digital transformation, with Artificial Intelligence as one of the essential ingredients.

Adopting a more data-driven way of working is challenging for many financial organisations, due to data quality issues, organisational silos and legacy data infrastructure, amongst others. At the same time, there is a large potential for an array of use cases and AI technologies.

The talks in this track will address the technological side and concrete use cases, and the organisational and regulatory aspects of the adoption of AI for risk in financial institutions.

Track / Schedule

Introduction

With Martin Jaggi

Introduction to the track

With Milica Lazic, Ernst Oldenhof & Sacha Schwab

Fighting Financial Crime with advanced analytics

With Madan Sathe

Data Science for Uninterrupted KYC Compliance

With Aleksandra Chirkina

Communication Surveillance – How to make it fit for purpose in Banking?

With Prasanna Venkatesan

Data: a threat and a promise for financial institutions

With Philipp Thomann & Jacqueline Stählin

How AI can help to fight financial markets manipulation?

With Paul Dudko & Paul Wang

Responsible AI for Risk Management in Financial Institutions

With Luc Gerardin

Concluding remarks

With Sacha Schwab

Track / Speakers

Ernst Oldenhof

Senior Data Scientist, Julius Baer

Philipp Thomann

Managing Consultant, D ONE

Martin Jaggi

Professor, EPFL

Paul Wang

CEO & Co-founder, ZeNPulsar

Milica Lazic

Head of Audit Business & Global Head of Data Analytics, Julius Baer

Sacha Schwab

Senior Compliance Manager, SIX Digital Exchange

Jacqueline Stählin

Managing Consultant, D ONE

Madan Sathe

Associate Partner, Ernst & Young

Prasanna Venkatesan

Partner, Synpulse Management Consulting

Aleksandra Chirkina

Senior Data Scientist, InvestCloud

Luc Gerardin

Head of Data, AI and Analytics, Cognizant

Paul Dudko

Head of Product and Data & Co-founder, ZeNPulsar

Track / Co-organizers

Ernst Oldenhof

Senior Data Scientist, Julius Baer

Milica Lazic

Head of Audit Business & Global Head of Data Analytics, Julius Baer

Sacha Schwab

Senior Compliance Manager, SIX Digital Exchange

AMLD EPFL 2021 / Tracks & talks

AI & Democracy

Robert West, Roy Gava, Victor Kristof, Steven Eichenberger, Alexandra Siegel, Lucas Leemann, Rayid Ghani, Sophie Achermann, Alexander Immer, Jacques Savoy, Oana Goga, Christine Choirat, Arianna Ornaghi, Irio Musskopf

10:00-18:00 January 25Online

AI & Food and Nutrition

Marcel Salathé, Fabio Mainardi, Tome Eftimov, Sharada Mohanty, Philippe Glénat, Timon Zimmermann, Mireille Moser, Ugo Gentile, Christoph Trattner, Enrico Zio, Yamine Bouzembrak, Christian Nils Schwab, Carrol Plummer, Patrizia Catellani, Matthias Graeber, Lorijn van Rooijen, Kristina Gligorić, Lydia Afman, Nourchene Ben Romdhane, Talia Salzmann, Thomas Chen, Gjorgjina Cenikj, Gorjan Popovski, Sola Shirai

09:00-17:00 March 01Online

Clinical Machine Learning

Marcel Salathé, Bastian Rieck, Matteo Togninalli, Damian Roqueiro, Christian Bock, Daniel Rueckert, Michael Menden, Stephanie Hyland, Steve Jiang, Danielle Belgrave, Julia Vogt, Tobias Gass, Alistair Johnson, Assaf Gottlieb, Finale Doshi-Velez, Bernice Elger, Vanessa Schumacher

09:10-18:00 March 18Online

AMLD / Global partners