Thomas Stadje Email & Phone Number
@commerzbank.com
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Who is Thomas Stadje? Overview
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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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About Thomas Stadje
๐๐ข๐ฌ๐ข๐จ๐ง ๐๐ง๐ ๐๐ก๐ข๐ฅ๐จ๐ฌ๐จ๐ฉ๐ก๐ฒโค 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 ๐. 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. โค 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. โค Throughout my work, I constantly handle risks and complexity associated with challenging analytical tasks, new technologies, and software architectures.๐๐ฎ๐๐๐๐ฌ๐ฌ๐๐ฎ๐ฅ ๐๐๐๐ฆ ๐๐ฎ๐ข๐ฅ๐๐ข๐ง๐ โค 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.โค Building customer-facing solutions is different from a research department; there is often no time and money to try all options. โค 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.๐๐๐๐๐๐ซ๐ฌ๐ก๐ข๐ฉ ๐ข๐ง ๐๐๐๐ก๐ง๐จ๐ฅ๐จ๐ ๐ฒโค 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.โค 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.๐๐ซ๐จ๐ฏ๐๐ง ๐๐ซ๐๐๐ค ๐๐๐๐จ๐ซ๐โค 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.
Thomas Stadje's current company
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Thomas Stadje work experience
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Cluster Lead Big Data, Managing Director, Big Data & Advanced Analytics
Current
Chapter Lead Data Scientists, Director, Big Data & Advanced Analytics
๐๐๐ง๐๐ซ๐๐ญ๐ข๐ฏ๐ ๐๐ ๐๐ง๐ ๐๐๐๐ฆ ๐๐๐ฏ๐๐ฅ๐จ๐ฆ๐๐ง๐ญโค Fostered the development of the Large Language Model (LLM) strategy, aligning with divisional board members and managing directors, and preparing board and management presentations.โค Supported the implementation of an internal LLM API service by defining its technical architecture and conducting code reviews using Python.
Senior Product Owner Digital Account Analytics, Director, Big Data & Advanced Analytics
๐๐ซ๐จ๐๐ฎ๐๐ญ ๐๐๐ฏ๐๐ฅ๐จ๐ฉ๐ฆ๐๐ง๐ญโค 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. โค Reviewed code implemented in the Google Cloud Platform, BigQuery, Python, and.
Specialist Advanced Analytics, Director, Big Data & Advanced Analytics
๐๐ฅ๐จ๐ฎ๐ ๐๐ญ๐ซ๐๐ญ๐๐ ๐ฒโค 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.โค Designed, implemented.
Specialist Advanced Analytics, Vice President, Big Data & Advanced Analytics
๐๐ ๐๐จ๐๐๐ฅ ๐๐ง๐ ๐๐ฒ๐ฌ๐ญ๐๐ฆ ๐๐๐ฏ๐๐ฅ๐จ๐ฉ๐ฆ๐๐ง๐ญโค 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.โค Implemented a creditworthiness parameter extraction logic for consumer loan.
Senior Consultant, Forensic Technology Solutions
โค 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 prosecutorโs office.โค Served as the technical and analytical project.
Consultant, Forensic Technology Solutions
โค Supported forensic investigations in international corporations and medium-sized companies, specializing in the realms of cybercrime and white-collar crime investigations.
Research Associate And Doctoral Student At The Department Of Business Informatics
๐๐ ๐๐๐ฌ๐๐๐ซ๐๐กโค 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.โค Collaborated with the Center for Sepsis Control and Care at Jena University Hospital.
Guest Lecturer For Business Informatics
Guest lecturer for business informatics at degree course of industrial engineering and management.
Lecturer In The Certification Course "Certified Corporate Counsel"
Lecture on project management
Guest Lecturer For Statistics And Data Mining
Guest lecturer for statistics and data mining in the master degree course for internationalenterprise management.
Student Assistant In Business Informatics
โค Design and implementation of student case studies for the implementation of business processes in SAP R/3 โค Design and programming of a database-driven application for meeting management โค Tutor for Microsoft Word, Excel and Access
Intern Enterprise-Risk-Services
โค Support for audit and consulting activities in the area of IT-supported controls. โค Assistance in the auditing of annual financial statements. โค Detailed analysis of access protection aspects in the SAP R/3 application system as well as in network systems.
Intern Enterprise-Risk-Services
โค Support for audit and consulting activities in the area of IT-supported controls. โค Assistance in the auditing of annual financial statements. โค Detailed analysis of access protection aspects in the SAP R/3 application system as well as in network systems.
Colleagues at Commerzbank AG
Other employees you can reach at commerzbank.com. View company contacts for 12176 employees →
Birgit Dreรler
Colleague at Commerzbank AgMannheim, Baden-Wรผrttemberg, Germany, Germany
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CR
Cristina Revuelta Garcia
Colleague at Commerzbank AgMadrid, Community Of Madrid, Spain, Spain
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JA
Jahangir Ali
Colleague at Commerzbank AgLondon, England, United Kingdom, United Kingdom
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KW
Katalin Weiske
Colleague at Commerzbank AgGreater Leipzig Area, Germany
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HS
Hartmut Schmidtke
Colleague at Commerzbank AgWedel, Schleswig-Holstein, Germany, Germany
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AB
Angelina Bach
Colleague at Commerzbank AgGermany, Germany
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MF
Martin Fรผtterer
Colleague at Commerzbank AgFrankfurt Rhine-Main Metropolitan Area, Germany
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MH
Melanie H.
Colleague at Commerzbank AgLeipzig, Saxony, Germany, Germany
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NJ
Norman, Jamie
Colleague at Commerzbank AgUnited Kingdom, United Kingdom
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MC
Murat Cangรถz
Colleague at Commerzbank AgHamburg, Hamburg, Germany, Germany
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Thomas Stadje education
Doctor Rerum Politicarum, Business Informatics, Mathematical Optimization, Artificial Intelligence
Diploma In Business Informatics, Finance And Risk Management, Distributed Systems, Artifical Intelligence, Statistics
Abitur, Comparable To A Levels
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 Dreรler, 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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