Responsible AI Product Development by Dr. Eva-Marie Muller-Stuler
Book · December 2024

Responsible AI Product Development

How Tech Leaders Can Develop and Deploy Ethical AI

A practical guide for data, product, and tech leaders driving the development and deployment of trusted, responsible AI — and navigating the associated risks and pitfalls. Drawn from Dr. Eva-Marie Muller-Stuler's experience leading enterprise AI at IBM, EY, and KPMG across Europe, the Middle East, and Africa.

Format Paperback
Published 31 December 2024
Audience Tech & Product Leaders
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Keynotes & Conferences

Selected video.

February 2023 · Conference

Innovation and Data Science for Governments

What is the role of governments in the future? How are they leveraging Data Science and AI? What threats are they facing and how can they best prepare?

September 2022 · Dubai

Global AI Summit: Data Scientists — what are they?

Panel at the Global AI Summit in Dubai on the role and discipline of data science.

October 2021 · Keynote

The Power of Ethical AI

Geomarketing Competence Day keynote on data ethics: what risks does the use and processing of data pose for society, and how can we minimise these risks?

November 2021 · Talk

How to put Scalable and Trustworthy AI together

Six pillars of successful AI — strategy, operating model, tools and technology, MLOps and engineering, change management, and skills — and where trustworthy AI sits in each.

November 2021 · Talk

How to build Trustworthy AI

Beyond accuracy: the five additional properties — explainability, fairness, robustness, transparency, and privacy — that AI systems need to be trustworthy.

November 2021 · Talk

How to scale AI

Why most AI projects die in the POC phase and never get fully deployed, let alone scaled. The six pillars that determine whether enterprise AI succeeds or stalls.

February 2021 · MKAI Keynote

Fighting Bias and Building Trust in AI

Keynote at MKAI on bias mitigation and the practical work of building trustworthy AI inside enterprise.

September 2020 · Keynote

WiDS Abu Dhabi & Dubai 2020: Data Science Opportunities in Times of Crisis

Keynote at the Women in Data Science conference on the role of data science under crisis conditions.

Publications

Selected writing — book chapters, articles, and interviews.

2023
Mastering Generative AI
November 2023

Mastering Generative AI: Systematic Approach to Evaluate Risks Using AI

Frameworks for evaluating generative AI risk across the deployment lifecycle.

Read
Interview with Flor Laorga on Ethical AI
August 2023

The Importance of Adopting Ethical AI and Data Science Practices

Long-form interview with Flor Laorga on responsible AI in enterprise practice.

Read
2022
Neue Dimensionen in Data Science
November 2022 · Book chapter

Die Notwendigkeit von Ethik für erfolgreiche Künstliche Intelligenz

Chapter 4 of Neue Dimensionen in Data Science: interdisciplinary approaches and applications from research and industry.

Read
European Economy and AI
November 2022 · Research

The European Economy in a New World Order

Research contribution on AI's role in the structural shifts shaping the European economy.

Read
Gulf Business AI Article
November 2022

How artificial intelligence can enhance the metaverse

Feature for Gulf Business on AI as the next layer of digital infrastructure.

Read
EY MENA Trusted AI
May 2022

Five ways MENA companies can improve trust in AI

EY MENA insight piece on how regional companies can build trustworthy AI as they scale.

Read
2021
The Innovator Interview
November 2021

Interview of the Week: Eva-Marie Muller-Stuler, IBM Academy

Long-form interview with The Innovator on AI in production and the work of building trustworthy systems.

Read
Analytics Insight Interview
April 2021

Driving digital transformation across enterprise through disruptive innovation

Profile and interview on enterprise AI leadership and the role of AI in digital transformation.

Read
Working in Data Science
April 2021 · Interview

Working in Data Science

Interview on the practice of data science and the path into the discipline.

Read
2020
Strategy in a Time of Crisis
April 2020

The art of strategy in a time of Covid-19: A war without a plan

The importance of data governance in the face of a global crisis without precedent.

Read
Coronavirus Prediction Models
January 2020

How good are the Coronavirus prediction models?

Critical review of pandemic prediction modelling: how good are these models, and is the panic warranted?

Read
Proven Concepts for Scaling AI
January 2020

Proven concepts for scaling AI

Data engineering, scaling AI, and MLOps: from experimentation to engineering discipline. Co-authored with Beth Rudden and Wouter Oosterbosch.

Read
Earlier
D-Wave Quantum Security Analysis
May 2019 · Springer International

Analyzing D-Wave Quantum Macro Assembler Security

16th International Conference on Information Technology — New Generations. Co-authored with Hesham H. Alsaadi and Monther Aldwairi.

Read
Using Decision Science to Forecast Customer Behaviour
December 2016 · Interview

Using Decision Science to forecast customer behaviour

Interview as Chief Data Scientist at KPMG on how decision science can be used to forecast customer behaviour.

Read
Topics

Areas of focus.

AI Governance Board Oversight Operational AI Production Reality National AI Capability AI Risk Responsible AI AI Transformation

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