Machine Learning World Europe Agenda
Berlin - October 5-6, 2022

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Wednesday, October 5, 2022

Wednesday

Wed

9:00 am

Wednesday, October 5, 2022 9:00 am

Welcome

Speaker: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Wednesday, October 5, 2022 9:00 am

Welcome

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Wednesday, October 5, 2022 9:00 am

Welcome

Moderator: Dora Simroth, Head of Data Science, Payback

Room:Aquamarin

Wednesday

Wed

9:05 am

Wednesday, October 5, 2022 9:05 am

The Data-2-Value Transformation: Keeping the Human in Mind

Speaker: Prof. Dr. Florian Artinger, Co-Founder, Simply Rational

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Wednesday, October 5, 2022 9:05 am

Developing the 2nd Generation of AIML Models for Demand Planning at Beiersdorf AG

Speaker: Prof. Dr. Sven Crone, Lecturer, CEO and Founder, iqast

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Wednesday, October 5, 2022 9:05 am

Deep Learning for Natural Language Processing: Real-World Use Cases and Innovations

Speaker: Hamza Farooq, Research Scientist, Google

Moderator: Dora Simroth, Head of Data Science, Payback

Room: Aquamarin

Wednesday

Wed

9:50 am

Wednesday, October 5, 2022 9:50 am

Sponsored Session – Explain(able) AI – From Black box to Grey Box

Speakers: Prof. Dr. Frauke Schleer-van Gellecom, Director, PwC By PWC

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Wednesday, October 5, 2022 9:50 am

Sponsored Session: Scalable Analytics for Digital Factories – How to deploy analytics solutions to a large production network using IoT and Cloud

Speakers: Andreas Odenkirchen, Director, PricewaterhouseCoopers Michael Bruns, Partner, PricewaterhouseCoopers

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Wednesday

Wed

10:45 am

Wednesday, October 5, 2022 10:45 am

10:45 am: Predictive Subscription Lifecycle Marketing at DIE ZEIT

Speakers: Vanessa Gatzen, Customer Relationship Manager, DIE ZEIT Alexander Steinke, Data Analyst, DIE ZEIT

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

11:15 am: Attribution at Springer Nature: Understanding the Journey of Journal Submissions

Speaker: Dr. Nina Meinel, Senior Data Scientist, Springer Nature Group

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Wednesday, October 5, 2022 10:45 am

10:45 am: Taking Data-Driven Process Optimization to the Next Level at Bitburger

Speakers: Mina-Lilly Shibata, Research Data Scientist, RapidMiner Josef Kimberger, Project Engineer Data Science, Bitburger Braugruppe

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

11:15 am: Data-driven, Networked Quality Management in the Business Unit Laundry at MIELE

Speakers: Marius Syberg, Research Assistant, TU Dortmund Sibylle Legner, Expert Strategic Projects QM, MIELE & Cie. KG

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Wednesday, October 5, 2022 10:45 am

10:45 am: Find-Next-Job: AI System for Recommending Job Transitions Across Industries

Speaker: Gabrielle Fournet, Head of Data Science, Boostrs

Moderator: Prof. Dr. Sven Crone, Lecturer, CEO and Founder, iqast

11:15 am: Extracting Structured Data from Free-form Customer Requests for felmo

Speaker: Angela Maennel, Machine Learning Scientist, dida Datenschmiede

Moderator: Prof. Dr. Sven Crone, Lecturer, CEO and Founder, iqast

Room:Aquamarin

Wednesday, October 5, 2022 10:45 am

Leveraging Zero-trust Architecture Principles to Achieve World-class Enterprise Data Governance

Speaker: Anna Kramer, Consultant, Kepler Cannon

Moderator: Frank Pörschmann, CEO, iDIGMA

Room:Rubin

Wednesday

Wed

11:50 am

Wednesday, October 5, 2022 11:50 am

Boost your Customer Understanding Using Survival Analysis

Speaker: Justin Neumann, Data Scientist, Axel Springer National Media & Tech

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Wednesday, October 5, 2022 11:50 am

11:50 am: Sub-surface Defects Detection During Manufacturing Through Sound-based Machine Learning Approach at Hindustan Shipping Limited

Speaker: Dr. Sheela Siddappa, Principal Data Scientist, kyndryl

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

12:20 pm: Use of PLC Data for Early Detection of a Serious Production Failure at Kampf

Speakers: Niklas Haas, Machine Learning Engineer, codecentric AG Jörn Karthaus, Senior Software Developer, Kampf Schneid- und Wickeltechnik GmbH & Co KG

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Wednesday, October 5, 2022 11:50 am

11:50 am: Handle Deep Learning Projects in the Industry: Continental’s Visual Perception Provider

Speaker: Joana Raquel Silva, Data Science Specialist, Continental

Moderator: Prof. Dr. Sven Crone, Lecturer, CEO and Founder, iqast

12:20 pm: Protecting the Google Cloud and Scaling the Modern Business Through Deep Learning

Speaker: Ted Pindred, Research Scientist, Google

Moderator: Prof. Dr. Sven Crone, Lecturer, CEO and Founder, iqast

Room:Aquamarin

Wednesday, October 5, 2022 11:50 am

Next Generation Data Mesh for Machine Learning

Speaker: Dr. Thomas Wollmann, VP of Machine Learning Engineering, Merantix Momentum

Moderator: Frank Pörschmann, CEO, iDIGMA

Room:Rubin

Wednesday

Wed

2:00 pm

Wednesday, October 5, 2022 2:00 pm

2:00 pm: A Simple Approach to Simultaneously Optimize Models and Business at EnBW

Speaker: Dr. Andreas Stadie, Data Excellence Lead, EnBW

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

2:30 pm: How Eye Contact with a Robo-Advisor Shapes Investment Decisions

Speakers: Dr. Carolin Kaiser, Head of Artificial Intelligence, Nürnberg Institut für Marktentscheidungen René Schallner, Manager Technology Lab & Senior Researcher, Nürnberg Institut für Marktentscheidungen

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Wednesday, October 5, 2022 2:00 pm

2:00 pm: Implementing a Predictive Maintenance System for Trumpf Laser

Speaker: Oliver Bracht, Chief Data Scientist, eoda

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

2:30 pm: To Buy or Not to Buy - Demand Forecasting at ERCO for Architectural Lighting Solutions

Speakers: Claudia Scholten, Junior Supply Chain Manager, ERCO GmbH Rachana Desai, Senior Data Scientist, RapidMiner

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Wednesday, October 5, 2022 2:00 pm

Multi-Level Neuroevolution Deep Learning Framework for Multivariate Anomaly Detection

Speaker: Marcin Pietron, AI Scientist, ES Group

Moderator: Prof. Dr. Sven Crone, Lecturer, CEO and Founder, iqast

Room:Aquamarin

Wednesday, October 5, 2022 2:00 pm

Dealing With the New Artificial Intelligence Act: How to Build Compliant and Risk-proof AI

Speaker: Ayush Patel, Founder, Censius

Moderator: Frank Pörschmann, CEO, iDIGMA

Room:Rubin

Wednesday

Wed

3:05 pm

Wednesday, October 5, 2022 3:05 pm

3:05 pm: Designing Geo-Experiments at Google: A Privacy-friendly Tool to Measure Advertising Incrementality

Speaker: Dr. Christoph Best, Senior Data Scientist, Google

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

3:35 pm: An Approach to Optimize Personalized Treatments in CRM-Campaigns at PAYBACK

Speakers: Rafal Pakoca, Data Scientist, Payback Jan Binder, Data Science Expert, Payback

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Wednesday, October 5, 2022 3:05 pm

Survival Regression for Cost-Optimal Maintenance of Wearing-Parts under Various Operating Conditions

Speaker: Samineh Bagheri, Data Scientist, inovex

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Wednesday, October 5, 2022 3:05 pm

3:05 pm: Leveraging NLP to Understand Reader Preferences for Neue Osnabrücker Zeitung (NOZ)

Speaker: Prof. Dr. Steffen Wagner, Lead Data Scientist, INWT Statistics

Moderator: Prof. Dr. Sven Crone, Lecturer, CEO and Founder, iqast

Big Data Analytics of Customer Preferences with NLP at PAYBACK

Speakers: Alexander Khachikyan, Data Scientist, Payback Inna Khamenya, Data Scientist, Payback

Moderator: Prof. Dr. Sven Crone, Lecturer, CEO and Founder, iqast

Room:Aquamarin

Wednesday, October 5, 2022 3:05 pm

Continuous Integration for Machine Learning Applications – A Practical Example

Speaker: Matthias Niehoff, Head of Data & AI / Data Architect, codecentric AG

Moderator: Frank Pörschmann, CEO, iDIGMA

Room:Rubin

Wednesday

Wed

4:30 pm

Wednesday, October 5, 2022 4:30 pm

AutoML for the Entire Modeling Project​

Speaker: Dean Abbott, Chief Data Scientist, Wunderkind

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Thursday, October 6, 2022

Thursday

Thu

9:00 am

Thursday, October 6, 2022 9:00 am

Welcome

Speaker: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Thursday, October 6, 2022 9:00 am

Welcome

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Thursday, October 6, 2022 9:00 am

Welcome

Moderator: Prof. Dr. Steffen Wagner, Lead Data Scientist, INWT Statistics

Room:Turmalin

Thursday

Thu

9:05 am

Thursday, October 6, 2022 9:05 am

Six Business Skills Critical for Data Scientists

Speaker: Dr. David Stephenson, Author and Founder, DSI Analytics

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Thursday, October 6, 2022 9:05 am

Responsible AI Starts with Responsible Design

Speaker: Bujuanes Livermore, Head of Research & Design for Human Experiences with AI, Microsoft

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Thursday, October 6, 2022 9:05 am

Outsmarting Infectious Diseases with a Blend of Artificial Intelligence and Medicine

Speaker: Dr. Anasse Bari, Professor of Computer Science - Director of the AI and Predictive Analytics Lab, New York University

Moderator: Prof. Dr. Steffen Wagner, Lead Data Scientist, INWT Statistics

Room:Turmalin

Thursday

Thu

9:50 am

Thursday, October 6, 2022 9:50 am

The key to AI success is probably right under your nose

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Thursday, October 6, 2022 9:50 am

Case Study: Gas Turbine Error Detection

Speakers: Dr. Yvonne Blum, Senior Consultant, The MathWorks By MathWorks

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Thursday

Thu

10:30 am

Thursday, October 6, 2022 10:30 am

Building a Marketing Data Lake for Predictive Analytics at ImmoScout24

Speakers: Dimitri Visnadi, Data Consultant, Vanalize Stephan Götze, Team Lead MarTech, ImmoScout24

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Thursday, October 6, 2022 10:30 am

10:30 am: How Data Science Assists Volkswagen in Benchmarking and Identifying Similar Work Plan Descriptions

Speakers: Edin Klapic, Senior Data Scientist, RapidMiner Christine Rese, PhD Candidate, Volkswagen

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

11:00 am: Improving Industrial Testers with Bayesian Modeling at Hahn Automation

Speakers: Dr. Maksim Greiner, Co-Founder & CTO, Erium Uziel Zontag, Group Head of Digital Solutions, HAHN Group

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Thursday, October 6, 2022 10:30 am

Becoming a Pokémon Master with DVC: Experiment Pipelines for Deep Learning Projects

Speaker: Rob de Wit, Developer Advocate, Iterative AI

Moderator: Prof. Dr. Sven Crone, Lecturer, CEO and Founder, iqast

Room:Aquamarin

Thursday, October 6, 2022 10:30 am

10:30 am: The Role of Data and Analytics in the Manufacturing and Distribution of Covid Vaccines

Speaker: Dr. Sebastian Wernicke, Chief Data Scientist, One Logic

Moderator: Prof. Dr. Steffen Wagner, Lead Data Scientist, INWT Statistics

11:00 am: Machine Learning Assisted Process Optimization as a Service for health Insurance Companies

Speakers: Prof. Dr. Steffen Wagner, Lead Data Scientist, INWT Statistics Dr. Jochen Walker, Managing Director, spectrumK

Moderator: Dr. Sebastian Wernicke, Chief Data Scientist, One Logic

Room:Turmalin

Thursday, October 6, 2022 10:30 am

How to Make the Opposite Not Attract? On a Date with the Similarity Learning

Speaker: Kacper Lukawski, Developer Advocate, Qdrant

Moderator: Dora Simroth, Head of Data Science, Payback

Room:Rubin

Thursday

Thu

11:35 am

Thursday, October 6, 2022 11:35 am

Using Matrix Factorization for Real-time Personalization of Volkswagen Websites

Speakers: Julian Stolte, Product Owner Personalization, Volkswagen Ute Orner-Klaiber, Data Scientist, Smart Digital

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Thursday, October 6, 2022 11:35 am

Markov-based Predictive Quality Analytics for Mass Lens Production at ZEISS

Speakers: Kai Kümmel, Program Manager, Zeiss Jens Buergin, Head of Industry 4.0, Zeiss

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Thursday, October 6, 2022 11:35 am

Named Entity Recognition Deployed in Minutes: NERDA and FastAPI to Deploy Transfer Learning Quickly

Speaker: Johannes Hötter, Co Founder & CEO, Kern AI

Moderator: Prof. Dr. Sven Crone, Lecturer, CEO and Founder, iqast

Room:Aquamarin

Thursday, October 6, 2022 11:35 am

How to Detect Silent Failures in Machine Learning Models

Speaker: Wojtek Kuberski, Co-Founder, NannyML

Moderator: Dora Simroth, Head of Data Science, Payback

Room:Rubin

Thursday

Thu

1:30 pm

Thursday, October 6, 2022 1:30 pm

1:30 pm: Power of Explainability for Demand Planning: A Case Study in Retail

Speaker: Ozgur Akarsu, Head of AI & Data Analytics, KocDigital

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

2:00 pm: AI Optimization of the Markdown Process: How Benetton Raised Revenues with a Prescriptive Approach

Speaker: Benedetto Cavicchi, Data Project Manager, Evo Pricing

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Thursday, October 6, 2022 1:30 pm

Thinking Industrial Human-centered AI End-to-end: From Imputations to Psychology for Training Data

Speaker: Markus Windisch, CTO & Founder, Peerox

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Thursday, October 6, 2022 1:30 pm

Deploying Deep Learning Models using Apache TVM

Speaker: Abhilash Babu Jyotheendra Babu, Senior Machine Learning Engineer, IDnow

Moderator: Prof. Dr. Sven Crone, Lecturer, CEO and Founder, iqast

Room:Aquamarin

Thursday, October 6, 2022 1:30 pm

Real-time Fraud Detection: Challenges and Solutions

Speaker: Fawaz Ghali, Developer Advocate, Hazelcast

Moderator: Dora Simroth, Head of Data Science, Payback

Room:Rubin

Thursday, October 6, 2022 2:35 pm

2:35 pm: Sustainable AI – Are you already on the good side of Data Science? Join and discuss with us

Speakers: Dr. Nina Meinel, Senior Data Scientist, Springer Nature Group Dr. Sandra Romeis, Head of Data Lab, REHAU

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

3:00 pm: Machine Learning at Production in the Real World: Chances & Limits, Challenges & Solutions

Speaker: Walter Huber, Director Process Methods and Tools for ME and Production, Webasto

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Thursday, October 6, 2022 2:35 pm

Using Deep Learning to Prevent Deceptive Unicode Phishing Attacks

Speaker: Dimas Muñoz Montesinos, Data Scientist, devo

Moderator: Prof. Dr. Sven Crone, Lecturer, CEO and Founder, iqast

Room:Aquamarin

Thursday, October 6, 2022 2:35 pm

Achieving Operational Excellence by Using Data in Health Care

Speaker: Sven-Anwar Bibi, Head of Strategy & Culture, Futurice

Moderator: Prof. Dr. Steffen Wagner, Lead Data Scientist, INWT Statistics

Room:Turmalin

Thursday, October 6, 2022 2:35 pm

Causal Geographical Experimentation in Marketing Made Easy

Speaker: Nicolas Cruces, Marketing Science Partner, Meta

Moderator: Dora Simroth, Head of Data Science, Payback

Room:Rubin

Thursday

Thu

4:00 pm

Thursday, October 6, 2022 4:00 pm

Predicting Wall Street Using Artificial Intelligence and New Alternative Data Sources

Speaker: Dr. Anasse Bari, Professor of Computer Science - Director of the AI and Predictive Analytics Lab, New York University

Moderator: Martin Szugat, Founder & Managing Director, Datentreiber GmbH

Room:Saphir 2

Thursday, October 6, 2022 4:00 pm

4:00 pm: Machine Learning Techniques to Preempt IPTV Service Downtime with Time Series Anomaly Detection on DSLAM Systems at Telefonica

Speaker: Giulio Martellucci, Data Scientist, devo

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

4:30 pm: Building Trust as a Service: A Shared Responsibility Approach for Data Platforms at CentralNic Group

Speaker: Mirco Pyrtek, Data Engineering Manager, CentralNic Group PLC

Moderator: Peter Seeberg, independent AI consultant, asimovero.AI

Room:Saphir 1

Thursday, October 6, 2022 4:00 pm

Safety-Critical Autonomous Vehicles: Is the Neural Network Aware of the Unknown?

Speaker: Dejana Ugrenovic, Product Manager Machine Learning, United Cloud

Moderator: Prof. Dr. Sven Crone, Lecturer, CEO and Founder, iqast

Room:Aquamarin

Thursday, October 6, 2022 4:00 pm

Data Literacy in Big Pharma: What Works, What Doesn’t – Learnings at MSD

Speaker: Rafael Knuth, CEO, Knuth Concepts

Moderator: Prof. Dr. Steffen Wagner, Lead Data Scientist, INWT Statistics

Room:Turmalin

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