Thomas Rost
High Profile Machine Learning and Data Science Projects
Erfahrungen
Deta.space
Using LLMs in automatic app generation - Contributed to the development of a project enabling users to describe an app. Implemented a loop where an LLM generates code, and a CV model validates user descriptions.
German Central Banking Provider
Large Language Models in Marketing - Conducted a comprehensive workshop on using LLMs in marketing. Focused on proprietary vs. open source solutions, covering costs, complexity, quality of output, and data security.
Senior Technical Manager Generative AI and Machine Learning
Schulz & Krill Advisory A.G.
Managed process digitalization for the German State Theater and contributed to Data Science in Compliance at a Large German Bank.
Fraunhofer
Workshop 'Additive Manufacturing Alliance' - Contributed to workshops on additive manufacturing processes.
Specialist, Machine Learning in industrial manufacturing processes
Vernaio GmbH
Analyzed customer requirements and collaborated with engineering teams.
Theater of Artificial Intelligence
Collaborated on a project between Gen AI and Humans.
Senior Specialist Data Science, AI and Machine Learning
PegaSystems GmbH
Led teams and implemented algorithms, including NLP and Graph DBs
CBS, UBA, others
GenAI in Academia - Conducted around 15 workshops and classes for university students in the Germany, the UK and Spain, as well as companies in Germany and the UK. Developed a system where users input stories, and AI generates similar stories to raise awareness about fake news.
Jumbo Omnichannel B.V.
Implemented recommendation systems and led Data Quality Initiatives.
Specialist Consulting and Development
Scailable B.V.
Deployed Machine Learning for industrual applications on the Edge, analyzed customer requirements, and implemented solutions for Computer Vision using Deep Learning models.
InnovAItions.xyz
Worked on optimizing personas for Large Language Models.
Ippen Digital GmbH & co KG
Managed a team of Data Scientists, implemented algorithms, and contributed to projects.
Data Science, Machine Learning and Artificial Intelligence Engineer
Self Employed
Industries: Banking, Logistics, Publishing, Industrial AI & Manufacturing, Software and AI as a Service, Public Sector, Retail
Technologies: Python, SQL, NoSQL, Cloud, Azure, AWS, Google Cloud, PyTorch, Deep Learning, Large Language Models (LLM), open source, OpenAI, Machine Learning, Data Science, Generative AI, Computer Vision
FedEx/TNT
Contributed to logistics route optimization, adaptive experimentation, pricing, and churn prediction.
Machine Learning and Software Engineer
DVM.news
Open Source LLMs
Minimizing and deploying Open Source LLMs - Worked on a confidential project involving LLMs for knowledge retrieval. Ensured local deployment due to sensitive data.
Peaks
Contributed to the development of an adaptive experimentation toolbox in a pre-alpha stage.
Zusammenfassung
Sprachen
Ausbildung
Eindhoven University and Tigburg University
Artificial Intelligence, Computational Experimentation & Personalisation · Niederlande
Radboud University
Artificial Intelligence, Machine- and Deep Learning, AI · Niederlande
University Osnabrueck
Cognitive Science, Machine Learning, Virtual Reality · Deutschland
Zertifikate & Bescheinigungen
Career Essentials in Generative AI by Microsoft and LinkedIn
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