Thomas (Manuel) Rost
Senior Technical Manager Generative AI and Machine Learning
Experience
Jan 2024 - Dec 2024
1 year Lorem ipsum dolor sit amet
Deta.space
- Contributed to the development of a project using LLMs in automatic app generation.
- Implemented a loop where an LLM generates code, and a computer vision model validates user descriptions.
Jan 2023 - Present
2 years 7 months Lorem ipsum dolor sit amet
- Conducted a comprehensive workshop on using LLMs in marketing for a German Central Banking Provider.
- Focused on proprietary vs. open-source solutions, covering costs, complexity, quality of output, and data security.
Jan 2023 - Present
2 years 7 months Lorem ipsum dolor sit amet
- Public talks and workshops held at Fraunhofer IAPT and CBS Frankfurt covering AI in production optimization and business applications.
- Presented on topics such as creativity and challenges in the AI age at institutions like the University of Barcelona.
Jan 2023 - Present
2 years 7 monthsSenior Technical Manager Generative AI and Machine Learning
Schulz & Krill Advisory AG
- Managed process digitalization for the German State Theater.
- Contributed to Data Science in Compliance at a large German bank.
Jan 2023 - Dec 2023
1 year Lorem ipsum dolor sit amet
Fraunhofer
- Contributed to workshops on additive manufacturing processes for the 'Additive Manufacturing Alliance'.
Jan 2023 - Dec 2023
1 yearSpecialist, Machine Learning in Industrial Manufacturing Processes
Vernaio GmbH
- Analyzed customer requirements.
- Collaborated with engineering teams on Machine Learning solutions in manufacturing processes.
Jan 2022 - Present
3 years 7 months Lorem ipsum dolor sit amet
- Collaborated on the Theater of Artificial Intelligence project, exploring interactions between GenAI and humans.
Jan 2022 - Dec 2023
2 yearsSenior Specialist Data Science, AI and Machine Learning
PegaSystems GmbH
- Led teams in the development and implementation of algorithms, including NLP and Graph Databases.
- Worked on data science, AI, and machine learning projects.
Jan 2021 - Present
4 years 7 months Lorem ipsum dolor sit amet
- Conducted around 15 workshops and classes on GenAI in Academia for university students and companies in Germany, the UK, and Spain.
- Developed a system where users input stories, and AI generates similar stories to raise awareness about fake news.
Jan 2021 - Present
4 years 7 months Lorem ipsum dolor sit amet
- Conducted workshops and presentations on creativity and technological challenges in relation to AI.
- Contributed to academic and public sector events discussing generative AI and its impact.
Jan 2021 - Dec 2021
1 year Lorem ipsum dolor sit amet
Jumbo Omnichannel B.V.
- Implemented recommendation systems.
- Led Data Quality Initiatives to improve operational and customer-facing systems.
Jan 2021 - Dec 2021
1 yearSpecialist Consulting and Development
Scailable B.V.
- Deployed Machine Learning solutions for industrial applications on the Edge.
- Analyzed customer requirements and implemented solutions for Computer Vision using Deep Learning models.
Jan 2020 - Present
5 years 7 months Lorem ipsum dolor sit amet
InnovAItions.xyz
- Worked on optimizing personas for Large Language Models.
Jan 2020 - Present
5 years 7 months Lorem ipsum dolor sit amet
Peaks
- Contributed to the development of an adaptive experimentation toolbox in its pre-alpha stage.
Jan 2020 - Dec 2021
2 years Lorem ipsum dolor sit amet
Ippen Digital GmbH & Co KG
- Managed a team of Data Scientists.
- Implemented algorithms and contributed to multiple AI and data science projects.
Jan 2018 - Present
7 years 7 monthsGermany
Data Science, Machine Learning and Artificial Intelligence Engineer
Self-Employed
- Worked on diverse data science, machine learning, and AI engineering projects across various industries and domains.
- Collaborated with multinational corporations and startups.
Jan 2018 - Dec 2020
3 years Lorem ipsum dolor sit amet
FedEx/TNT
- Contributed to logistics route optimization.
- Worked on adaptive experimentation, pricing strategies, and churn prediction models.
Jan 2016 - Dec 2018
3 yearsMachine Learning and Software Engineer
DVM.news
- Engaged in machine learning and software engineering roles focusing on AI development.
Summary
Versatile data science, machine learning, and AI professional with 8 years of experience across diverse projects, spanning from startups to large multinational corporations, as well as high impact publications. Pre-ChatGPT AI Dinosaur who entered GenAI in 2020. Collaboration with many big players in the field.
Expertise includes defining and validating data requirements, creating impactful Proof of Concepts, seamlessly transitioning prototypes to production, leading technical teams, and effectively communicating insights in workshops and C-level meetings.
Committed to delivering high-quality data and AI products, excelling in high-stakes situations by skillfully addressing complex and time-sensitive challenges through a blend of technical proficiency and strategic communication.
Languages
German
NativeEnglish
AdvancedSpanish
AdvancedDutch
AdvancedPortuguese
Advanced Education
Oct 2020 - Present
Eindhoven University and Tigburg University
Ph.D. · Artificial Intelligence, Computational Experimentation & Personalisation · Netherlands
Oct 2014 - Jun 2018
Radboud University
M.Sc. · Artificial Intelligence, Machine- and Deep Learning, AI · Netherlands
Oct 2011 - Jun 2014
University Osnabrueck
B.Sc. · Cognitive Science, Machine Learning, Virtual reality · Germany
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