Career timeline
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Education & Work Experience — Split view
Education
EPFL
Lausanne, Switzerland
Master’s Degree in Computer Science
Sep 2023 – Sep 2025
GPA: 5.39 / 6
- Specialization in Data Analytics
- Master’s Thesis with ELCA – Grade: 6 / 6
Bachelor’s Degree in Computer Science
Sep 2020 – Jul 2023
GPA: 5.47 / 6
- Bachelor’s Thesis – Grade: 5.5 / 6
Work Experience
ELCA Informatik AG
Zurich, Switzerland
Machine Learning Engineering Internship – EPFL Master’s Thesis
Mar 2025 – Sep 2025
- Developed tariff code prediction models under severe class imbalance, achieving a Macro F1 score of 83%
- Created a Text2Cypher system and dataset to translate textual medical treatment rules for automated invoice compliance checking with an execution accuracy of 91%
- Explored GraphRAG potential for medical invoice verification, achieving an accuracy of 54.5%
- Authored and defended an EPFL Master’s thesis based on the internship work (Grade: 6 / 6)
think beyond ag
Bern, Switzerland
Full Stack Software Engineering Internship
Jul 2024 – Sep 2024
- Co-developed a survey and analytics platform in a Scrum team
- Created a modular database schema to efficiently create and evaluate surveys
- Fine-tuned an LLM for sentiment analysis of service reviews, achieving an F1 score of 87%
Software Engineering Internship
Jun 2022 – Sep 2022
- Co-developed a traffic control system to optimize occupancy of parking garages
EPFL
Lausanne, Switzerland
Student Assistant
Sep 2023 – Feb 2024
- Software Construction (Scala)
Student Assistant
Feb 2023 – Jun 2023
- Parallelism and Concurrency (Scala)
Student Assistant
Sep 2022 – Feb 2023
- Functional Programming (Scala)
Student Assistant
Feb 2022 – Jun 2022
- Object-Oriented Programming (Java)