Quantitative Research Intern

Qube Research & Technologies, Singapore

Feb 2025 - today

Student Researcher

Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Stuttgart, Germany

Jul 2023 - Sep 2023

• Predicted network traffic for component of automated driving with Quantum Machine Learning (Python)
• Set up a pipeline for training and evaluating of neural networks on an HPC cluster (Docker)

Summer Analyst - Portfolio Analytics Group

BlackRock, Budapest, Hungary

Jun 2022 - Aug 2022

• Engineered an evaluation pipeline to validate a new multi-asset multi-factor financial model by comparing its outputs with an older model, enhancing data collection efficiency by 60% through infrastructure improvements
• Developed a risk monitoring dashboard to automatically flag data inconsistencies between firm-internal and client databases across multiple portfolios, utilizing Python and SQL for data validation and integrating the solution into a nightly update routine

Graduate Intern - Restructuring, Performance, Transformation & Transaction

Roland Berger, Munich, Germany

Mar 2022 - Jun 2022

• Communicated with executive board and managed the data room for distressed sell-side mandate in the chemicals sector, prepared 12 investor proposals and analyzed deal structures for a €100m+ transaction
• Conducted competitor analysis and interviewed 3 industry experts in a buy-side Commercial Due Diligence project, evaluating market trends and competitive positioning for a software company acquisition

Intern - Risk & Treasury

KPMG, Munich, Germany

Oct 2021 - Dec 2021

• Developed an interactive treasury dashboard in Microsoft PowerBI, integrating Python-based web scraping and Google News API to analyze real-time market data, including CDS spreads and sentiment analysis of news articles on 15 counterparties
• Presented project results and demonstrated the tool to the entire German Treasury practice (>60 FTE, including partners) in a nationwide call, followed by a live demo to two clients, driving interest in advanced data-driven risk management solutions

Student Researcher

Institute for Complex Quantum Systems, Ulm University, Germany

Oct 2020 - Jul 2021

• Simualated Nitrogen Vancany (NV) centre dynamics interacting with surrounding nuclear spins in Matlab with Monte Carlo methods
• Had a scientific poster presentation at 84th Condensed Matter Conference of German Physical Society

Assistant Lecturer & Student Researcher

Institute for Business Analytics, Ulm University, Germany

Apr 2020 - Jul 2021

• Oversaw and maintained the large-scale IT infrastructure (server for 19 agencies) of the state-wide project DIGIPEG
• Was assistant lecturer for a Bachelor module teaching Data Science with Python to ~80 students (Prof. Klier)

Full-time Chinese Course

Jiao Tong University, Shanghai, People's Republic of China (PRC)

Sep 2024 - Jan 2025 (discontinued in Dec 2024)

Research Stay for Master's Thesis

National University of Singapore

Oct 2023 - Sep 2024

Exchange Year

National Taiwan University, Taipei, Republic of China (ROC)

Sep 2022 - Jun 2023

MSc Physics and Management & MSc Physics (Double Degree)

Ulm University, Germany

Apr 2021 - Sep 2024

BSc Physics and Management

Ulm University, Germany

Oct 2017 - Mar 2021