Rehired to enhance an AutoML pipeline in a SAFe Scrum team, improving code efficiency in Python and PyTorch.
Achieved over 95% accuracy with Automated Neural Architecture Search (NAS) in PyTorch, accelerating model development cycles for predictive maintenance use cases of vehicle components.
Reimplemented and tested time series neural network architectures in GPU-accelerated cloud environments.
Nov 2022 - Jul 2023
9 months
Stuttgart, Germany
Bachelor Thesis Candidate & Research Assistant
Dr. Ing. h.c. F. Porsche AG – Car IT
Researched and compared 40+ automated ML pipelines for multivariate time-series analytics and anomaly detection.
Presented advanced AutoML concepts to senior executives and advised a Ph.D. candidate on the design of an automated deep learning pipeline for predictive maintenance.
Mar 2022 - Aug 2022
6 months
Munich, Germany
Data Analytics Consulting Intern
Deloitte Consulting GmbH – Center for Process Bionics
Implemented ETL pipelines using SQL and process mining dashboards in Qlik Sense, enabling insights across 50k+ process variants for clients in the healthcare sector.
Analyzed insurance processes to reduce claim handling times and manual actions, improving efficiency for a leading healthcare insurer.
Jun 2021 - Feb 2022
9 months
Stuttgart, Germany
Working Student
conceito GmbH
Improved master data quality of 300k+ customers for global after-sales operations, enhancing service compliance.
Provided B2B support ensuring compliance of customers across 20+ international markets.
Nov 2017 - Jun 2018
8 months
Stuttgart, Germany
Automotive Consulting Intern
conceito GmbH
Improved master data quality of 300k+ customers for global after-sales operations, enhancing service compliance.
Provided B2B support ensuring compliance of customers across 20+ international markets.
Languages
German
Native
English
Advanced
French
Elementary
Education
Aug 2023 - Jan 2025
Nova School of Business and Economics
Master of Science · Business Analytics · Lisbon, Portugal
Oct 2018 - Aug 2023
Hochschule Karlsruhe – University of Applied Sciences
Bachelor of Science · International IT Business · Karlsruhe, Germany
Certifications & licenses
HuggingFace - AI Agents Course
Ollama, SmolAgents, LlamaIndex, LangGraph
SAP Certified Application Associate | SAP ERP 6.07