Thomas Rost - Using LLMs in automatic app generation

Q: Where is Thomas based?

Thomas is based in Eindhoven, Netherlands .

Q: What languages does Thomas speak?

Thomas speaks the following languages: English (Advanced), Dutch (Advanced), German (Elementary) .

Q: How many years of experience does Thomas have?

Thomas has at least 10 years of experience. During this time, Thomas has worked in at least 13 different roles and for 14 different companies . The average length of individual experience is 1 year and 9 months . Note that Thomas may not have shared all experience and actually has more experience.

Q: What is Thomas's latest experience?

Thomas's most recent position is Using LLMs in automatic app generation at Deta.space .

Q: What companies has Thomas worked for in recent years?

In recent years, Thomas has worked for Deta.space , German Central Banking Provider , Schulz & Krill Advisory A.G. , Vernaio GmbH , and Theater of Artificial Intelligence .

Q: Which industries is Thomas most experienced in?

Thomas is most experienced in industries like Information Technology (IT) , Professional Services , and Education . Thomas also has some experience in Media, Entertainment and Publishing , Banking and Finance , and Arts and Crafts .

Q: Which business areas is Thomas most experienced in?

Thomas is most experienced in business areas like Information Technology (IT) , Research and Development (R&D) , and Business Intelligence . Thomas also has some experience in Product Development , Marketing , and Operations .

Q: Which industries has Thomas worked in recently?

Thomas has recently worked in industries like Information Technology (IT) , Professional Services , and Education .

Q: Which business areas has Thomas worked in recently?

Thomas has recently worked in business areas like Information Technology (IT) , Product Development , and Research and Development (R&D) .

Recommended expert

Eindhoven, Netherlands

Experience

Jan 2024 - Dec 2024

1 year

Using LLMs in automatic app generation

Deta.space

Contributed to the development of a project enabling users to describe an app
Implemented a loop where an LLM generates code and a computer vision model validates user descriptions

Jan 2023 - Present

3 years 2 months

Large Language Models in Marketing

German Central Banking Provider

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

Jan 2023 - Present

3 years 2 months

Senior Technical Manager Generative AI and Machine Learning

Schulz & Krill Advisory A.G.

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

Specialist, Machine Learning in Industrial Manufacturing Processes

Vernaio GmbH

Analyzed customer requirements and collaborated with engineering teams

Jan 2022 - Present

4 years 2 months

Collaborator

Theater of Artificial Intelligence

Collaborated on a project between generative AI and humans

Jan 2022 - Dec 2023

2 years

Senior Specialist Data Science, AI and Machine Learning

PegaSystems GmbH

Led teams and implemented algorithms, including NLP and graph databases

Jan 2021 - Present

5 years 2 months

GenAI in Academia

CBS; UBA; others

Conducted around 15 workshops and classes for university students in 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

Jan 2021 - Dec 2021

1 year

Machine Learning Engineer

Jumbo Omnichannel B.V.

Implemented recommendation systems
Led data quality initiatives

Jan 2021 - Dec 2021

1 year

Specialist Consulting and Development

Scailable B.V.

Deployed machine learning for industrial applications on the edge
Analyzed customer requirements
Implemented computer vision solutions using deep learning models

Jan 2020 - Present

6 years 2 months

Collaborator

InnovAItions.xyz

Worked on optimizing personas for large language models

Jan 2020 - Dec 2021

2 years

Team Manager, Data Science

Ippen Digital GmbH & Co KG

Managed a team of data scientists
Implemented algorithms and contributed to projects

Jan 2018 - Present

8 years 2 months

Data Science, Machine Learning and Artificial Intelligence Engineer

Self Employed

Data science, machine learning and AI consulting and engineering across projects in the Netherlands, Spain, Portugal and Germany

Jan 2018 - Dec 2020

3 years

Machine Learning and Data Science Engineer

FedEx/TNT

Contributed to logistics route optimization, adaptive experimentation, pricing and churn prediction

Jan 2016 - Dec 2018

3 years

Machine Learning and Software Engineer

DVM.news

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Information Technology (8 years), Professional Services (8 years), Education (5 years), Media and Entertainment (5 years), Banking and Finance (3 years), and Arts and Crafts (3 years).

Information Technology

Professional Services

Education

Media and Entertainment

Banking and Finance

Arts and Crafts

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Information Technology (10 years), Research and Development (9 years), Business Intelligence (8 years), Product Development (6 years), Marketing (3 years), and Operations (3 years).

Information Technology

Research and Development

Business Intelligence

Product Development

Marketing

Operations

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.

Skills

Industries:

Banking
Logistics
Publishing
Industrial Ai &Manufacturing
Software Andai 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

Skills:

Coding: Python, R, Sql, Latex, . . .
Frameworks: Pytorch, Tensorflow, Scikit Learn, H20, Xgboost, Lightgbm, Fastapi, Mlflow
Gen Ai & Llms: Openai, Azure, Open Source Llama 2, Mistral And Mixtral, Dalle 2 And 3, Prompt Engineering, Research, Architecture, Governance, Rag
Databases: Mysql, Postgresql, Nosql, Mongodb, Spark, Various Graph Databases
Deployment: Aws, Azure, Pega, Google Cloud, Docker, Kubernetes, Github, Pegasystems
Misc.: Academic Research, Teaching, Training, Consultation, Latex Typesetting And Publishing, Pegasystems Implementation

Languages

English

Advanced

Dutch

Advanced

German

Elementary

Education

Oct 2020 - Present

Eindhoven University and Tigburg University

Ph.D. Artificial Intelligence, Computational Experimentation & Personalisation · Artificial Intelligence · Eindhoven, Netherlands

Oct 2014 - Jun 2018

Radboud University

M.Sc. Artificial Intelligence, Machine- and Deep Learning, AI · Artificial Intelligence · Nijmegen, Netherlands

Oct 2011 - Jun 2014

University Osnabrueck

B.Sc. Cognitive Science, Machine Learning, Virtual reality · Cognitive Science · Osnabrück, Germany

Profile

Created

February 2024

Last Update

March 2025

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Thomas based?

Thomas is based in Eindhoven, Netherlands.

What languages does Thomas speak?

Thomas speaks the following languages: English (Advanced), Dutch (Advanced), German (Elementary).

How many years of experience does Thomas have?

Thomas has at least 10 years of experience. During this time, Thomas has worked in at least 13 different roles and for 14 different companies. The average length of individual experience is 1 year and 9 months. Note that Thomas may not have shared all experience and actually has more experience.

What roles would Thomas be best suited for?

Based on recent experience, Thomas would be well-suited for roles such as: Using LLMs in automatic app generation, Large Language Models in Marketing, Senior Technical Manager Generative AI and Machine Learning.

What is Thomas's latest experience?

Thomas's most recent position is Using LLMs in automatic app generation at Deta.space.

What companies has Thomas worked for in recent years?

In recent years, Thomas has worked for Deta.space, German Central Banking Provider, Schulz & Krill Advisory A.G., Vernaio GmbH, and Theater of Artificial Intelligence.

Which industries is Thomas most experienced in?

Thomas is most experienced in industries like Information Technology (IT), Professional Services, and Education. Thomas also has some experience in Media, Entertainment and Publishing, Banking and Finance, and Arts and Crafts.

Which business areas is Thomas most experienced in?

Thomas is most experienced in business areas like Information Technology (IT), Research and Development (R&D), and Business Intelligence. Thomas also has some experience in Product Development, Marketing, and Operations.

Which industries has Thomas worked in recently?

Thomas has recently worked in industries like Information Technology (IT), Professional Services, and Education.

Which business areas has Thomas worked in recently?

Thomas has recently worked in business areas like Information Technology (IT), Product Development, and Research and Development (R&D).

What is Thomas's education?

Thomas holds a Doctorate in Artificial Intelligence from Eindhoven University and Tigburg University, a Master in Artificial Intelligence from Radboud University and a Bachelor in Cognitive Science from University Osnabrueck.

What is the availability of Thomas?

Thomas is immediately available full-time for suitable projects.

What is the rate of Thomas?

Thomas's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.