InZone

- Driving strategy, finance, and operational planning to scale InZone’s ADHD diagnosis & coaching platform
- Building internal infrastructure and workflows for efficient, cross-functional collaboration
- Managing team knowledge, tools, and documentation to support rapid, aligned growth
- Supporting investor communication, business storytelling, and pitch development
- Aligning product direction with long-term vision and market needs

Project Management Lead

Swisscard AECS GmbH

- Statistical and computational analysis of financial data to identify patterns of fraud and abuse
- Building rules, algorithms and ML models in R to prevent fraudulent activities and financial losses, reducing them to an all-time low in 2023
- Uncover evolving attack motions, and identify model weaknesses and opportunities
- Quantify and report business metrics to risk teams and their stakeholders

Analytics Expert / Data Scientist

d-fine

Quantitative finance, risk modeling and data analytics:

- Computation of volatilities and equity-equity correlations of historic time series using numerical and quantitative finance methods (Python, Pandas, Bloomberg API)
- Analysis of historical time series (Bloomberg, Python, Pandas)
- Interpolation of (implied) volatility surfaces considering earnings adjustments
- Run-time optimization of computational algorithms

- Development and implementation of credit risk models (PD, LGD and EAD) for the calculation of own funds requirements following the internal ratings-based (IRB) approach
- Extraction of data from client’s data warehouse
- Statistical analysis of risk drivers and implementation of classification algorithms (R)

- Software development and migration of FIS® Cross-Asset Trading and Risk Platform
- Translating trading requirements into IT specifications
- Supervision of the development life cycle (SAFe)
- Alignment with developers, traders and further stakeholders

Consultant

ETH Zürich

Supporting the development of new educational methods to teach physics in high school classes.

Teaching Assistant

Writing lecture notes and exercises for the newly introduced Bachelor in Human Medicine at ETH Zürich.

Woko Studentische Wohngenossenschaft Zürich

Contact person between tenants and housing cooperative; coordination of move-in and move-outs; administrative and accounting tasks.

House representative

VSETH - Verband der Studierenden an der ETH 

Preparation and support of events at ETH facilities; ensuring safety measures and hygiene regulations; assist with the audio / lighting system.

Technical and administrative event manager

University of Düsseldorf

Fabrication of low-temperature noise-suppressing filters at the Institute of Experimental Condensed Matter Physics, Prof. Heinzel.

Summer Intern

Development of a control circuit for a laser system at the Institute of Experimental Physics, Prof. Görlitz.

Renesas Electronics

Development of an automatic temperature measurement device for an automotive microcontroller in the Tools Systems unit in Düsseldorf.

Work Student

As a proactive and curious data scientist, I thrive on challenging the status quo through technology. I’m passionate about leveraging data-driven solutions and emerging innovations to create meaningful impact. With strong communication skills and a collaborative mindset, I bridge technical expertise with business transformation, driving projects that deliver real change.

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