Thomas Stadje
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Thomas Stadje Email & Phone Number

Cluster Lead Big Data, Managing Director, Big Data and Advanced Analytics at Commerzbank AG
Location: Frankfurt, Hesse, Germany 15 work roles 3 schools
1 work email found @commerzbank.com LinkedIn matched
✓ Verified May 2026 4 data sources Profile completeness 100%

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Work email t****@commerzbank.com
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Current company
Role
Cluster Lead Big Data, Managing Director, Big Data and Advanced Analytics
Location
Frankfurt, Hesse, Germany
Company size

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Thomas Stadje is listed as Cluster Lead Big Data, Managing Director, Big Data and Advanced Analytics at Commerzbank AG, a company with 12176 employees, based in Frankfurt, Hesse, Germany. AeroLeads shows a work email signal at commerzbank.com and a matched LinkedIn profile for Thomas Stadje.

Thomas Stadje previously worked as Cluster Lead Big Data, Managing Director, Big Data & Advanced Analytics at Commerzbank Ag and Chapter Lead Data Scientists, Director, Big Data & Advanced Analytics at Commerzbank Ag. Thomas Stadje holds Doctor Rerum Politicarum, Business Informatics, Mathematical Optimization, Artificial Intelligence from Friedrich Schiller University Jena.

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Email format at Commerzbank AG

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{first}.{last}@commerzbank.com
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Profile bio

About Thomas Stadje

๐•๐ข๐ฌ๐ข๐จ๐ง ๐š๐ง๐ ๐๐ก๐ข๐ฅ๐จ๐ฌ๐จ๐ฉ๐ก๐ฒโžค I strongly believe that building machine learning (ML) and artificial intelligence (AI) based solutions as part of the digital transformation of companies is like building a rocket ๐Ÿš€. You need to think end-to-end to launch it successfully and monitor it closely to keep the solution on track while it is running. โžค ML and AI systems require deep technical oversight as well as a resilient cost estimation that covers the investments and running costs of the technology stack and team that needs to handle the system. โžค Throughout my work, I constantly handle risks and complexity associated with challenging analytical tasks, new technologies, and software architectures.๐’๐ฎ๐œ๐œ๐ž๐ฌ๐ฌ๐Ÿ๐ฎ๐ฅ ๐“๐ž๐š๐ฆ ๐๐ฎ๐ข๐ฅ๐๐ข๐ง๐ โžค I had the most success with projects / initiatives where I could build a stable team that is open to new technologies and procedures and which constantly challenges the status quo.โžค Building customer-facing solutions is different from a research department; there is often no time and money to try all options. โžค I devote a significant amount of time to the latest research and technologies. This allows me to apply strategies, techniques, and technologies that will lead to success given some tough deadlines. More importantly, I always get hands-on experience with new technologies to understand their advantages, pitfalls, maturity, and cost effects.๐‹๐ž๐š๐๐ž๐ซ๐ฌ๐ก๐ข๐ฉ ๐ข๐ง ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ฒโžค Data science and machine learning teams need experienced team members that build technology leadership. I share my analytical and technology knowledge usually via documented blueprints, hands-on guidance, and team programming.โžค Several of my solutions utilized cloud-based services that offer great flexibility. However, cloud environments have their own challenges when it comes to cost optimization and regulatory side effects. Therefore, I devote a substantial amount of my time to finding the right technology stack as it is a key success factor for the whole team.๐๐ซ๐จ๐ฏ๐ž๐ง ๐“๐ซ๐š๐œ๐ค ๐‘๐ž๐œ๐จ๐ซ๐โžค I have successfully built and launched different internal and customer-facing solutions throughout my previous work. These projects included good planning as well as a full understanding of the data, the processes that generate or use the data, the systems involved, and the technical architecture of the solution. Furthermore, I spend a lot of time on extensive model and software testing.

Listed skills include Computer Forensics, Consulting, R, Spss, and 25 others.

Current workplace

Thomas Stadje's current company

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Commerzbank AG
Commerzbank Ag
Cluster Lead Big Data, Managing Director, Big Data and Advanced Analytics
Frankfurt, HE, DE
Website
Employees
12176
AeroLeads page
15 roles

Thomas Stadje work experience

A career timeline built from the work history available for this profile.

Cluster Lead Big Data, Managing Director, Big Data And Advanced Analytics

Frankfurt, HE, DE

Cluster Lead Big Data, Managing Director, Big Data & Advanced Analytics

Current

Frankfurt Am Main, Hessen, DE

Jul 2024 - Present

Chapter Lead Data Scientists, Director, Big Data & Advanced Analytics

Frankfurt Am Main, Hessen, DE

๐†๐ž๐ง๐ž๐ซ๐š๐ญ๐ข๐ฏ๐ž ๐€๐ˆ ๐š๐ง๐ ๐“๐ž๐š๐ฆ ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฆ๐ž๐ง๐ญโžค Fostered the development of the Large Language Model (LLM) strategy, aligning with divisional board members and managing directors, and preparing board and management presentations.โžค Supported the implementation of an internal LLM API service by defining its technical architecture and conducting code reviews using Python.

Jul 2022 - Jul 2024

Senior Product Owner Digital Account Analytics, Director, Big Data & Advanced Analytics

Frankfurt Am Main, Hessen, DE

๐๐ซ๐จ๐๐ฎ๐œ๐ญ ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ฆ๐ž๐ง๐ญโžค Delivered a new XGBoost-based customer KYC classification model within a few months, reducing manual efforts by 95% through the automatic detection of potential misuse of private accounts for business purposes in alignment with the compliance department. โžค Reviewed code implemented in the Google Cloud Platform, BigQuery, Python, and.

Oct 2021 - Jul 2022

Specialist Advanced Analytics, Director, Big Data & Advanced Analytics

Frankfurt Am Main, Hessen, DE

๐‚๐ฅ๐จ๐ฎ๐ ๐’๐ญ๐ซ๐š๐ญ๐ž๐ ๐ฒโžค Led a global project on data protection and bank secrecy compliance across 20+ countries, collaborating with teams in Frankfurt and abroad, including external legal counsel. Successfully obtained risk acceptance from the Operational Risk Committee, enabling large-scale international IT systems migration to the cloud.โžค Designed, implemented.

Apr 2020 - Sep 2021

Specialist Advanced Analytics, Vice President, Big Data & Advanced Analytics

Frankfurt Am Main, Hessen, DE

๐Œ๐‹ ๐Œ๐จ๐๐ž๐ฅ ๐š๐ง๐ ๐’๐ฒ๐ฌ๐ญ๐ž๐ฆ ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ฆ๐ž๐ง๐ญโžค Developed a deep neural network to classify private customer current account transaction data, serving as the backbone for today's mobile banking account views, consumer loan credit checks, and KYC checks using Python, TensorFlow, and Apache Spark.โžค Implemented a creditworthiness parameter extraction logic for consumer loan.

Jul 2017 - Mar 2020

Senior Consultant, Forensic Technology Solutions

Pwc

GB

โžค Technical lead of a thorough investigation for a large financial institution, utilizing Relativity, Nuix, and Python to analyze diverse data sources, including email data, trader audio, Bloomberg chats, network drives, and mobile/laptop data. Aligned on behalf of the client with public prosecutorโ€™s office.โžค Served as the technical and analytical project.

Oct 2015 - Jun 2017

Consultant, Forensic Technology Solutions

Pwc

GB

โžค Supported forensic investigations in international corporations and medium-sized companies, specializing in the realms of cybercrime and white-collar crime investigations.

Sep 2014 - Sep 2015

Research Associate And Doctoral Student At The Department Of Business Informatics

๐€๐ˆ ๐‘๐ž๐ฌ๐ž๐š๐ซ๐œ๐กโžค Conducted innovative research focused on developing novel optimization methods. Explored the integration of complex logical and numerical constraints through Satisfiability Modulo Theory (SMT), enhancing the capabilities of AI systems to plan optimal steps.โžค Collaborated with the Center for Sepsis Control and Care at Jena University Hospital.

Dec 2008 - Aug 2014

Guest Lecturer For Business Informatics

Jena, Thรผringen, DE

Guest lecturer for business informatics at degree course of industrial engineering and management.

Apr 2014 - Jun 2014

Guest Lecturer For Statistics And Data Mining

Tbilisi, GE

Guest lecturer for statistics and data mining in the master degree course for internationalenterprise management.

Dec 2012 - Dec 2012

Student Assistant In Business Informatics

โžค Design and implementation of student case studies for the implementation of business processes in SAP R/3 โžค Design and programming of a database-driven application for meeting management โžค Tutor for Microsoft Word, Excel and Access

Oct 2004 - Feb 2008

Intern Enterprise-Risk-Services

Worldwide, OO

โžค Support for audit and consulting activities in the area of IT-supported controls. โžค Assistance in the auditing of annual financial statements. โžค Detailed analysis of access protection aspects in the SAP R/3 application system as well as in network systems.

Sep 2007 - Jan 2008

Intern Enterprise-Risk-Services

Worldwide, OO

โžค Support for audit and consulting activities in the area of IT-supported controls. โžค Assistance in the auditing of annual financial statements. โžค Detailed analysis of access protection aspects in the SAP R/3 application system as well as in network systems.

Feb 2007 - Apr 2007
Team & coworkers

Colleagues at Commerzbank AG

Other employees you can reach at commerzbank.com. View company contacts for 12176 employees →

3 education records

Thomas Stadje education

Doctor Rerum Politicarum, Business Informatics, Mathematical Optimization, Artificial Intelligence

Friedrich Schiller University Jena

Diploma In Business Informatics, Finance And Risk Management, Distributed Systems, Artifical Intelligence, Statistics

Friedrich Schiller University Jena

Abitur, Comparable To A Levels

High School "Am WeiรŸen Turm" PรถรŸneck
FAQ

Frequently asked questions about Thomas Stadje

Quick answers generated from the profile data available on this page.

What company does Thomas Stadje work for?

Thomas Stadje works for Commerzbank AG.

What is Thomas Stadje's role at Commerzbank AG?

Thomas Stadje is listed as Cluster Lead Big Data, Managing Director, Big Data and Advanced Analytics at Commerzbank AG.

What is Thomas Stadje's email address?

AeroLeads has found 1 work email signal at @commerzbank.com for Thomas Stadje at Commerzbank AG.

Where is Thomas Stadje based?

Thomas Stadje is based in Frankfurt, Hesse, Germany while working with Commerzbank AG.

What companies has Thomas Stadje worked for?

Thomas Stadje has worked for Commerzbank Ag, Pwc, Friedrich-Schiller-University Jena, Jena University Of Applied Sciences, and Forum Institut Fรผr Management Gmbh.

Who are Thomas Stadje's colleagues at Commerzbank AG?

Thomas Stadje's colleagues at Commerzbank AG include Birgit DreรŸler, Cristina Revuelta Garcia, Jahangir Ali, Katalin Weiske, and Hartmut Schmidtke.

How can I contact Thomas Stadje?

You can use AeroLeads to view verified contact signals for Thomas Stadje at Commerzbank AG, including work email, phone, and LinkedIn data when available.

What schools did Thomas Stadje attend?

Thomas Stadje holds Doctor Rerum Politicarum, Business Informatics, Mathematical Optimization, Artificial Intelligence from Friedrich Schiller University Jena.

What skills is Thomas Stadje known for?

Thomas Stadje is listed with skills including Computer Forensics, Consulting, R, Spss, Operations Research, Data Science, Projektmanagement, and Sap Ecc 6.0.

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