Industrial AI · Data · Operations
I am a TUM mechanical engineering graduate with experience across manufacturing, machine learning, workflow automation and customer-facing solution development. I work best where software, industrial operations and business impact meet.
My background spans shop-floor manufacturing, stakeholder workshops, workflow automation and end-to-end machine learning. At John Deere, I worked on final assembly systems and tooling; at Lighthouse Consultings, I helped redesign and automate a reporting process; and for my master's thesis, I developed a supplier-risk prediction solution using industrial data.
I am particularly interested in technical products that solve operational or customer problems in the physical world — from industrial AI and enterprise software to robotics, automation and data-enabled manufacturing.
Munich, Germany
The three strongest roles. The complete history is on the resume page.
Sep 2025 – Apr 2026
Data Engineer · Munich, Germany
Translated stakeholder needs into an analytical use case, worked with data from an industrial data lake and developed an end-to-end Python and machine-learning solution with a web dashboard.
Result: Identified approximately 25% of subsequent supplier risks up to five days in advance.
Apr 2024 – Jul 2025
Working Student, Solution Consultant · Munich, Germany
Analyzed an existing reporting process, designed a target workflow with stakeholders and implemented the automation in Smartsheet while supporting client meetings and workshops.
Result: Reduced weekly reporting effort from eight hours to 30 minutes.
Oct 2022 – Sep 2023
Manufacturing Engineering Intern · Zweibrücken, Germany
Planned and implemented a new final assembly cell, addressed layout and production constraints and developed tooling for a new harvester model in collaboration with manufacturing and shop-floor teams.
Industrial AI
An end-to-end industrial machine-learning solution for identifying supplier delivery risks before they materialize.
Web Product
A responsive event platform that brought confirmations, guest information, programme details and organizer updates into one place.
Hardware and Systems
A modular sound system designed, built and operated for private events, expanded and refined over almost a decade.
2023 – 2026
M.Sc. Development, Production and Management in Mechanical Engineering
Final grade: 1.6. Master's thesis: Predicting Supplier Delivery Quality in Manufacturing Supply Chains Using Machine Learning (grade 1.0).
2024
Exchange Semester · TUM SEED Scholar
Entrepreneurship and Digital Business Strategy.
2018 – 2023
B.Sc. Mechanical Engineering
Final grade: 1.8. Focus on fluid mechanics and industrial automation. Bachelor's thesis at John Deere (grade 1.3).
2021 – 2022
Exchange Semester
Renewable energy, industrial engineering and business.