Software Engineer
2015 - PRESENTLuminis- Designed a computational model of an effective software agent based on a psychological model in collaboration with the VU Amsterdam.
- Created a workbench implementation of the agent in Ptolemy II to support research and experiments.
- Developed a cloud-based software application for personalized learning using Java and OSGi.
- Worked with modular, service-oriented architectures and applied domain-driven design principles in combination with event-sourcing.
- Worked remotely in an international team.
Technologies: OSGi, Cloud, JavaMachine Learning Engineer
2014 - PRESENTFlashtalking/Device[9]- Designed machine learning algorithms to recognize and match users for online advertisement.
- Implemented prototypes of the algorithms in Python.
- Implemented a real-time recognition system with a highly scalable cloud-based architecture using Java and Amazon Web Services.
- Designed a highly scalable user matching system that processes event logs with Apache Spark.
- Developed domain-specific accuracy metrics to evaluate matching performance.
- Worked remotely in a start-up environment.
Technologies: Amazon Web Services (AWS), Spark, Java, PythonFreelance Software Engineer
2014 - 2014Research Institute for Linguistics- Developed a command line extension for the NooJ text corpus processor.
- Created an open-source distribution of the project.
- Investigated deployment in a SaaS setup.
Technologies: JavaSoftware Engineer
2010 - 2013TOPdesk- Developed and maintained a web-based service management application in Java.
- Maintained the Maven build process of the application.
- Worked in an international team applying a quality-driven, agile development process using Scrum.
Technologies: Java
Thomas Baier
Artificial Intelligence (AI) Developer in Berlin, Germany
Member since September 25, 2019
Thomas has as a Ph.D. in mathematics and its applications and is working for almost 10 years in software development. He has been working on projects in natural language processing, affective computing and designed machine learning systems from the initial prototype to a highly scalable cloud-based production setup.
Thomas is now available for hire
Portfolio
- LuminisOSGi, Cloud, Java
- Flashtalking/Device[9]Amazon Web Services (AWS), Spark, Java, Python
- Research Institute for LinguisticsJava
Experience
- Java 10 years
- Python 6 years
- Artificial Intelligence (AI) 5 years
Availability
Part-time
Preferred Environment
Python, Linux
The most amazing...
...project I've worked on was the development of a computational model of affective decision making to simulate emotional behavior in robots.
Employment
Experience
- Silicon Coppéliahttps://bitbucket.org/robopop/silicon-coppelia/src/master/
Silicon Coppélia is a software workbench for modeling effective decision making.
Skills
Languages
Java, Python, SQLTools
Git, GradleOther
Artificial Intelligence (AI), Statistics, Machine Learning, Deep Learning, Reinforcement Learning, Neural Networks, CloudFrameworks
Spark, OSGiLibraries/APIs
PyTorch, Keras, NumPy, SciPy, Scikit-learnPlatforms
Linux, Docker, Amazon Web Services (AWS)Storage
MongoDB, MySQL
Education
- Ph.D. in Mathematics2005 - 2009CEU - Budapest, Hungary
- Master of Science Degree in Physics1997 - 2003Technical University of Munich - Munich, Germany
Certifications
- DeepLearn 2019 3rd International Summer School on Deep LearningJULY 2019 - PRESENTIRDTA
- Deep Reinforcement Learning NanodegreeMARCH 2019 - PRESENTUdacity
- Artificial Intelligence NanodegreeAUGUST 2017 - PRESENTUdacity
- Machine LearningJANUARY 2014 - PRESENTCoursera
- Digital Signal ProcessingMAY 2013 - PRESENTCoursera
- Functional Programming Principles in ScalaDECEMBER 2012 - PRESENTCoursera
