Apply machine learning and software engineering to improve product development and enable digitalization.
Karlsruher Institut für Technologie (KIT), Germany
2018 - 2023
Hochschule Esslingen, Germany
2016 - 2018
Shanghai TongJi University, China
2013 - 2016
Politecnico di Torino, Italy
2012 - 2015
Technical Lead for AI and GenAI Solutions at Mobility Electronics Engineering
Apr. 2024 - now
Schwieberdingen, Germany
- Lead an international team of 5 AI Engineers for the implementation of AI and GenAI solutions
- Focus on building modular and reusable software to improve overall quality and reduce development costs
- Responsible for identification and implementation of business-relevant AI and GenAI solutions, e.g., a Retrieval-Augmented Generation (RAG) system to improve the access to internal mechanical design and manufacturing guidelines for automotive products
- Strategy alignment with central and partner divisions to ensure technology integration across the organization
Technical Lead for Development Environment Harmonization
Apr. 2024 - Dec. 2024
Schwieberdingen, Germany
- Provide technical guidance and mentorship to a junior international team of 10 data scientists, software and data engineers developing dashboards and advanced analytics algorithms for automotive manufacturing monitoring
- Successful implementation of central guidelines and processes, leading to improved consistency in code quality and development practices across the team
Technical Lead for Software Innovation Project
July 2022 - June 2024
Schwieberdingen, Germany
- Responsible for the technical concept and implementation of an internal cross-business startup
- Onboard and lead an international software team of 10 people, including architects, developers, DevOps and technical writers
- Interface between mechanical domain experts and software team
- Communicate results to users and stakeholders, including management, technical and non-technical audiences
- Successful launch and transfer to business unit
Data Scientist for Data-Driven Product Development
Aug. 2021 - June 2024
Schwieberdingen, Germany
- Support the hardware development for autonomous driving with machine learning
- Trainer for Bosch internal qualification in Artificial Intelligence
Ph.D. Student
May 2018 - Aug. 2021
Schwieberdingen, Germany
Development of a modular Knowledge-Discovery framework based on Machine-Learning for the interdisciplinary analysis of complex phenomena in the context of GDI combustion processes.
Master Thesis
Sept. 2017 - Apr. 2018
Schwieberdingen, Germany
Topic of the Thesis: 'Potential of a Hybrid Optimization, combining 3D-CFD and Metamodeling, for the design of a High Pressure Gasoline Injector.'
Working Student
Apr. 2017 - Sept. 2017
Schwieberdingen, Germany
Development of an automated and parallel workflow in Python coupled with ANSYS tools in order to perform CFD simulations. The workflow had to be used for the simulation and evaluation of Design Of Experiments in the field of gasoline direct injection geometry optimization.
Customer Service Software Engineer
Feb. 2016 - Jul. 2016
Shanghai, China
On-site customer support for high-quality control tests and assembly lines for automotive and household products
Automation Software Engineer
Sept. 2015 - Feb. 2016
Ancona, Italy
Development and setup of software for automatic control machines for automotive and household products
IoT Software Developer
Mar. 2015 - Juni. 2015
Torino, Italy
Development of web apps and Arduino libraries for an IoT system in order to share sensor data with web services
Software Developer Internship
Jan. 2012
Ancona, Italy
Ph.D. Thesis, KIT Scientific Publishing, Karlsruhe, Germany, 2023
Internationaler Motorenkongress 2021, Springer Vieweg, Baden-Baden, Germany, 2021
International Symposium on Electrical, Electronics and Information Engineering (ISEEIE), ACM, Seoul, Republic of Korea, 2021
19th IEEE International Conference on Machine Learning and Applications (ICMLA), IEEE, Miami, USA, 2020
