Deep Learning Week Europe Agenda
Berlin - October 5-6, 2022

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Wednesday, Oct 5, 2022

Wednesday

Wed

9:00 am

Wednesday, Oct 5, 2022 9:00 am

Welcome

Moderator: Dora Simroth, Head of Data Science, Payback

Room:Aquamarin

Wednesday

Wed

9:05 am

Wednesday, Oct 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

10:45 am

Wednesday, Oct 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, Oct 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:Turmalin

Wednesday

Wed

11:50 am

Wednesday, Oct 5, 2022 11:50 am

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

Speakers: Dubravko Dolic, Head of Applied Analytics & AI, Continental 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

Room:Aquamarin

Wednesday, Oct 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:Turmalin

Wednesday

Wed

2:00 pm

Wednesday, Oct 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, Oct 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:Turmalin

Wednesday

Wed

3:05 pm

Wednesday, Oct 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

3:35 pm: 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, Oct 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:Turmalin

Wednesday

Wed

4:30 pm

Wednesday, Oct 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, Oct 6, 2022

Thursday

Thu

9:00 am

Thursday, Oct 6, 2022 9:00 am

Welcome

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

Room:Aquamarin

Thursday

Thu

9:05 am

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

Room:Saphir 1

Thursday

Thu

9:50 am

Thursday, Oct 6, 2022 9:50 am

Case Study: Gas Turbine Error Detection

Speaker: Dr. Yvonne Blum, Senior Consultant, The MathWorks

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

Room:Aquamarin

Thursday

Thu

10:30 am

Thursday, Oct 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, Oct 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:Turmalin

Thursday

Thu

11:35 am

Thursday, Oct 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, Oct 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:Turmalin

Thursday

Thu

1:30 pm

Thursday, Oct 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, Oct 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:Turmalin

Thursday

Thu

2:35 pm

Thursday, Oct 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, Oct 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:Turmalin

Thursday

Thu

4:00 pm

Thursday, Oct 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

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