Lead Data Scientist
BASF
Total years of experience :13 years, 0 Months
- Initiating and leading Key Digitalization Capability projects, which vision and shape BASF's digital future, with cross-department team members serving multiple stakeholders.
- Collaborating on ML Excellence initiatives for next generation architecture and MLOps under the global digitalization strategy.
- Designing and implementing production-level components of the ML pipeline following agile and software engineering principles.
- Embedding context in industrial ML products using process engineering and process operation artifacts.
- Assessing architecture and refactoring ML products and platforms based on prioritized quality and business requirements.
- Contributing to the AI Strategy of BASF by defining and reviewing the growth directions, bare minimum measures, and enablement technologies and practices.
- Innovating digitalization solutions that utilize cutting-edge technologies including Generative AI, Foundational models, Multimodal models, and more.
- Coaching on ML and Generative AI topic to the company executives.
Online TutorOnline Tutor
Oct 2014 - Present · 9 yrs 9 mosOct 2014 to Present · 9 yrs 9 mos
KaiserslauternKaiserslautern
Online teaching for the "Software Engineering Introduction" course of the master program “Software Engineering for Embedded Systems”. Online teaching for the "Software Engineering Introduction" course of the master program “Software Engineering for Embedded Systems”.
Higher Education, Agile Methodologies and +3 skills
Scientific Researcher and DeveloperScientific Researcher and Developer
Mar 2017 - Jul 2017 · 5 mosMar 2017 to Jul 2017 · 5 mos
Kaiserslautern GermanyKaiserslautern Germany
- Analyzing data of complex network
- Algorithm Engineering: Optimizing and developing data analysis algorithms- Analyzing data of complex network - Algorithm Engineering: Optimizing and developing data analysis algorithms
Text Classification, Programming and +9 skills
Research AssistantResearch Assistant
Jul 2011 - Dec 2016 · 5 yrs 6 mosJul 2011 to Dec 2016 · 5 yrs 6 mos
Kaiserslautern, GermanyKaiserslautern, Germany
- Participation in software architecture and modeling projects.
- Supervision of students in seminar and master theses.
- Advancing technologies of software architecture and AI with sustainability goals.
- Initiating and leading agile projects with international teams across corporate research centers and business divisions.
- Identify the value proposition of technology development from the viewpoint of business stakeholders, product owners, and customer beneficiaries.
- Apply design thinking processes for designing and developing innovative technology concepts.
- Competitive positioning of innovation results while considering and assessing the market and competitor state.
- Risk assessment with mitigation strategies and opportunity identification with maximizing probability and impact strategies.
- Strategic balancing of short- and long-term goals of technology development projects in alignment with business priority and product roadmap.
- Analyze conflicting requirements and reach resolution and consensus among stakeholders based on predefined criteria.- Advancing technologies of software architecture and AI with sustainability goals. - Initiating and leading agile projects with international teams across corporate research centers and business divisions. - Identify the value proposition of technology development from the viewpoint of business stakeholders, product owners, and customer beneficiaries. - Apply design thinking processes for designing and developing innovative technology concepts. - Competitive positioning of innovation results while considering and assessing the market and competitor state. - Risk assessment with mitigation strategies and opportunity identification with maximizing probability and impact strategies. - Strategic balancing of short- and long-term goals of technology development projects in alignment with business priority and product roadmap. - Analyze conflicting requirements and reach resolution and consensus among stakeholders based on predefined criteria.
Dissertation Title: "Proactive Support for Conceptual Interoperability Analysis of Software Units". Supervisor: Prof. Dr. Dr. h.c. Dieter Rombach