Agenda Machine Learning Week Europe 2024
18 - 19 November 2024, Munich

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All times are Central Europe Time (CET/UTC+1)

Monday, November 18, 2024

Monday

Mon

9:05 am

Monday, November 18, 2024 9:05 am

Keynote: xLSTM: New Architectures for Large Language Models

Speaker: Maximilian Beck, PhD Student, Johannes Kepler University, NXAI Lab Linz

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

Monday

Mon

10:45 am

Business, Generative AI, Search

Monday, November 18, 2024 10:45 am

10:45 am: Productionizing GenAI- / LLM-powered Job Search Companion at Stepstone: Our Approach & Learnings

Speaker: Somnath Biswas, Head of Product, TotalJobs

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

Business, Generative AI, Search

11:15 am: 5 Key Principles from Productizing an LLM-enabled Domain Name Search at Team Internet Group

Speaker: Mirco Pyrtek, Data Engineering Manager, Team Internet Group

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

Energy, Industry, Mobility, Reinforcement Learning

Monday, November 18, 2024 10:45 am

10:45 am: Energy-Efficient Driving Strategies with Reinforcement Learning for the Deutsche Bahn

Speaker: Dr. Julian Wagner, Data Scientist, qdive GmbH

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

Industry, Mobility, Visual Intelligence

11:15 am: Visual Intelligence at Ridecell: Harnessing Dashcam Data for Smarter Fleet Telematics

Speaker: Paridhi Singh, Senior ML Engineer, Ridecell

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

Clustering, Data Visualization, Deep Learning

Monday, November 18, 2024 10:45 am

Visualizing and Mapping Data for Fun and Profit using Machine Learning

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

Moderator: Norbert Wirth, Global VP Data, PAYBACK

Monday

Mon

11:50 am

Business, E-Commerce, Supply Logistics

Monday, November 18, 2024 11:50 am

11:50 am: Lean Experimentation and Decision Science for Warehouses at Delivery Hero

Speaker: Sayon Kumarsaha, Data Science and Engineering Leader, Delivery Hero

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

Business, E-Commerce, Anomaly Detection

12:20 pm: Improving Customer Satisfaction with Automated Anomaly Detection at Just Eat Takeaway.com

Speaker: Cyril de Catheu, Software Engineer, StarTree

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

Causation Analysis, Time Series Analyses

Monday, November 18, 2024 11:50 am

Navigating the Ocean of Correlations to the Islands of Causality: Time Series Analysis at its Best

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

Moderator: Norbert Wirth, Global VP Data, PAYBACK

Monday

Mon

2:00 pm

Business, Sales, Recommender

Monday, November 18, 2024 2:00 pm

2:00 pm: Increasing Revenue and Customer Loyalty with Smart Couponing at REWE and PENNY

Speaker: Dr. Axel Buddendiek, Senior Data Scientist, REWE Group

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

Business

2:30 pm: Targeting Customers with Persona Matching at Mercedes-Benz

Speaker: Dr. Ole Brodersen, Data Science Solution Architect, Mercedes Benz AG

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

Industry, Generative AI, Chatbot

Monday, November 18, 2024 2:00 pm

2:00 pm: Optimizing LLM for Endress+Hauser: An Innovative Approach to Chatbot Design with Azure Semantic & Vector Search

Speaker: Muhammad Saad Uddin, Data Scientist, Endress+Hauser

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

Industry, Energy

2:30 pm: Quality In, Quality Out: Techem's Digital Boiler Room

Speakers: Dr. Kevin Vollmari, Senior Development Engineer, Techem Nikolaus Pohle, Senior Solution Architect, functional

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

Classification, Algorithm, Finance

Monday, November 18, 2024 2:00 pm

Elliptical Discriminant Analysis: A Novel Machine Learning Classifier for Fat-tailed Datasets

Speaker: Niranjana Ambadi, Experienced Computer Scientist

Moderator: Norbert Wirth, Global VP Data, PAYBACK

Monday

Mon

3:05 pm

Table Discussion, Data Strategy, AI Transformation

Monday, November 18, 2024 3:05 pm

3:05 pm: Will Gen AI replace Data Engineering?

Speaker: Gaurav Tiwari, Engineering Manager, Spotify

Table Discussion, Data Strategy, AI Transformation

No AI Transformation without Data Strategy?

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

Table Discussion, Data Mesh, Data Product

Monday, November 18, 2024 3:05 pm

Data Mesh in Action: Overcoming Challenges and Maximizing Data Product Value

Speaker: Frank Stadler, Senior Data Leader, Mentor, Advisor

Monday

Mon

4:30 pm

Business, Generative AI, Customer Service

Monday, November 18, 2024 4:30 pm

4:30 pm: Productionizing LLMs: How Generative AI Digitalized the Customer Service at Lufthansa

Speaker: Dr. Keyvan Sadri, Senior Data Scientist, Lufthansa Group

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

Business, Generative AI

5:00 pm: Developing an LLM-Powered Conversational Agent for External Users at Feedly: Challenges and Insights

Speaker: Farah Ayadi, Principal Product Manager, Feedly

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

Industry, Visual Intelligence, Manufacturing

Monday, November 18, 2024 4:30 pm

4:30 pm: Centralized AI-based Visual Inspection System for Safety Critical Products at Knorr-Bremse

Speaker: Stephan Jäger, AI Application Manager & Data Scientist, Knorr-Bremse

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

Industry, Anomaly Detection, Manufacturing

5:00 pm: Realtime Anomaly Detection for Better Decision-Making at Angelini Technologies - Fameccanica

Speaker: Enrico Iavazzo, R&D Lab Manager, AI & Data Analytics Manager, Fameccanica

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

AI Governance, AI Management

Monday, November 18, 2024 4:30 pm

AI Without Becoming the Villain: An Organisational Guide

Speaker: Christoph Hoffmann, Head of Data Solutions and AI, PROCON IT

Moderator: Norbert Wirth, Global VP Data, PAYBACK

Tuesday, November 19, 2024

Tuesday

Tue

9:10 am

Tuesday, November 19, 2024 9:10 am

Keynote: Building for Production: From RAG to Agents and Back

Speaker: Malte Pietsch, Co-Founder, deepset

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

Tuesday

Tue

10:30 am

Business, Data Quality, Market & Customer Research

Tuesday, November 19, 2024 10:30 am

10:30 am: Mastering Data Quality at Experian through the Fusion of Machine Learning and Human Expertise

Speaker: Christophe Krech, Head of Analytics - Bureau and Data, Experian

Business, Sales, Market & Customer Research

11:00 am: Mastering the Market: Modelling Online Marketplace Sales at NIQ

Speaker: Dr. Monika Lieb, Senior Data Scientist, NIQ

Industry, Manufacturing, Quality Management

Tuesday, November 19, 2024 10:30 am

10:30 am: How MLOps Practices Speed Up the Development of Condition Monitoring Services at KSB SE & Co. KgaA

Speaker: Simon Kneller, Head of Industrial Analytics & IoT, esentri

Moderator: Dr. Sandra Romeis, Founder, Data Enabler, Inspired Data

Industry, Manufacturing, Quality Management

11:00 am: How Siemens Scaled Predictive Quality Control Across Factories Globally

Speakers: Michael Kühne-Schlinkert, Founder & CEO, Katulu Erik Schwulera, IoT Lead for Manufacturing, Siemens

Moderator: Dr. Sandra Romeis, Founder, Data Enabler, Inspired Data

Generative AI, Video Mining

Tuesday, November 19, 2024 10:30 am

Human-in-the-loop: Practical Lessons for Building Comprehensive AI Systems

Speaker: Miha Garafolj, Senior ML Engineer, Merantix Momentum

Moderator: Dr. Sebastian Wernicke, Partner, Oxera

Tuesday

Tue

11:35 am

Business, Finance, Decision Intelligence

Tuesday, November 19, 2024 11:35 am

11:35 am: Using Psychological AI to Empower Financial Decisions – The Case of Schufa

Speaker: Dr. Niklas Keller, Organizational Psychologist & Decision Consultant

Business, Finance, Generative AI

12:05 pm: The Application of RAG in Finance - A Case Study from Franklin Templeton

Speaker: Hungjen Wang, VP, Head of AI and Optimization Research, Franklin Templeton

Industry, Pharmaceutical, Manufacturing, Healthcare

Tuesday, November 19, 2024 11:35 am

11:35 am: Machine Learning for Real Time Release in Pharmaceutical Manufacturing at Johnson&Johnson

Speaker: Carlos André López, Scientist, Johnson & Johnson

Moderator: Dr. Sandra Romeis, Founder, Data Enabler, Inspired Data

Industry, Pharmaceutical, Healthcare

12:05 pm: Enhancing Drug Product Particle Imaging at Roche through Artificial Intelligence

Speaker: Steffen Sass, Data Scientist, Roche

Moderator: Dr. Sandra Romeis, Founder, Data Enabler, Inspired Data

Reinforcement Learning, Generative AI, NLP

Tuesday, November 19, 2024 11:35 am

Fine Tuning Large Language Models Using Reinforcement Learning from Human Feedback

Speaker: Prince Tyagi, AI engineer, DeepCare Gmbh

Moderator: Dr. Sebastian Wernicke, Partner, Oxera

Tuesday

Tue

1:30 pm

Business, Insurance

Tuesday, November 19, 2024 1:30 pm

1:30 pm: Insurance Quote Recommendations at Swiss Mobiliar Powered By In-Database ML

Speaker: Thomas Baumann, Data Evangelist, La Mobilière

Business, Insurance, Generative AI

2:00 pm: Leveraging Large Language Models to Speed Up Underwriting in Life Insurance at Gothaer

Speaker: Paolo Ferriani, Senior Data Scientist, Gothaer

Pharmaceutical, Healthcare, Data Literacy

Tuesday, November 19, 2024 1:30 pm

1:30 pm: How To Open Ears, Minds, Doors And Budgets For Data Products With Data Storytelling – Learnings from a Pharma Company

Speakers: Jack Lampka, AI Advisor & Keynote Speaker Dr. Julia Zukrigl, Data Storytelling Trainer, DATA story LAB

Moderator: Dr. Sandra Romeis, Founder, Data Enabler, Inspired Data

Pharmaceutical, Healthcare, Data Literacy

2:00 pm: Merck's 'Citizen Data Scientist' Curriculum

Speaker: Dr. Boris Adryan, Director of Data & Digital Academy, Merck KGaA

Moderator: Dr. Sandra Romeis, Founder, Data Enabler, Inspired Data

Generative AI, Multimodal, NLP

Tuesday, November 19, 2024 1:30 pm

Transform a Keyword Search Engine to NLQ for Fashion E-commerce Using Multimodal Models like CLIP

Speaker: Rohit Agarwal, Chief Data Officer, Bizom

Moderator: Dr. Sebastian Wernicke, Partner, Oxera

Tuesday

Tue

2:35 pm

Government, Politics

Tuesday, November 19, 2024 2:35 pm

2:35 pm: Project InnoTwin – Creating a Digital Twin of Our Society

Speaker: Marcel Hebing, Founder, kaleidemoskop GmbH

Government, Construction, Open Data

3:05 pm: Guarding Public Works Projects with an Early Warning System for the Hong Kong Development Bureau

Speakers: Dr. Michele Dallachiesa, Data Scientist, sigforge.com Andreas Leed, Head of Data Science, Oxford Global Projects

Healthcare, Hospital

Tuesday, November 19, 2024 2:35 pm

2:35 pm: Development of a Smart Healthcare Professional Assistant at Charité

Speaker: Ramón Roales, Technology Consultant, Campana & Schott

Moderator: Dr. Sandra Romeis, Founder, Data Enabler, Inspired Data

Healthcare, Hospital

3:05 pm: Simple Machine Learning for Clinical Practice at DaVita International: A Hospitalisation Risk Model

Speaker: Hansel Palencia, Manager of Data Science, DaVita International

Moderator: Dr. Sandra Romeis, Founder, Data Enabler, Inspired Data

Generative AI, Data Management, Data Quality

Tuesday, November 19, 2024 2:35 pm

Duplicate Record Detection Using GenAI Techniques to Improve Data Quality

Speaker: Ian Ormesher, Data Scientist, ZEISS

Moderator: Dr. Sebastian Wernicke, Partner, Oxera

Tuesday

Tue

4:00 pm

Tuesday

Tue

4:45 pm

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