I'm a technology-driven finance professional passionate about integrating AI, data analytics, and traditional financial insight to shape the future of capital markets. Currently pursuing a Master of Finance at the Frankfurt School of Finance & Management, I also work as a Working Student at Investment Data Services GmbH (Allianz Group), contributing to data-driven innovation in the financial sector.
Before this, I spent four years at Deloitte as a Risk Consultant, where I optimized and automated processes and advised Fortune 500 clients on managing strategic risk. With a background in computer science and hands-on financial experience, my mission is to bridge the gap between technology and finance, driving smarter and more efficient investment decisions.
Outside of work, I'm an avid public speaker and debater, having won multiple championships since 2012. Beyond finance and code, I enjoy mountain adventures, exploring history, landscape photography, and experimenting as a home chef.
A machine learning system that predicts European Central Bank (ECB) interest rate decisions based on economic indicators. Used Random Forest Classifier as baseline model, Crisis-aware models for economic regime detection, SMOTE for handling class imbalance, Feature importance analysis for model interpretability, Two-stage classification for improved accuracy
A web application that gamifies financial literacy teaching through a fun and engaging experience. Built as part of Eintracht talents of Tomorrow Hackathon 2024. Key elements: Interactive application with gamification elements and an Achievement-based learning system
Research on how environmental factors impact mergers and acquisitions in the energy sector. Focus on M&A trends in renewable vs traditional energy, Valuation impact of carbon footprint, ESG considerations in corporate decisions, Strategic acquisition modeling
A sentiment analysis system for financial tweets that classifies content as bullish or bearish. Analysis using Binary classification of financial content, Classification based on Natural Language Processing of tweets, Model performance comparison
I'm always open to discussing new opportunities, collaborations, or just having a chat about finance and technology. Feel free to reach out!
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