Vincent Gurgul (MSc)
PhD candidate
German, English
Information Systems
Mixed methods
> 100/h tutored
About
My name is Vincent and I am an successful international research collaborations resulting in 4 peer-reviewed publications on language models, time series analysis, and quantum AI. Strong project management and leadership skills through consulting of various large companies on AI strategy, supervision of numerous master theses and seminar papers, and five years of postgraduate teaching at Germany's best ranked universities.
Academic track record
PhD at Humboldt University of Berlin - Dissertation in Information Systems
2024 - 2027
Adaptive Algorithms and Predictive Analytics: Enhancing Decision Making in Financial Markets through Machine Learning
Master of Science at Humboldt University of Berlin - Master in Business Administration
2019 - 2023
Forecasting Cryptocurrency Prices Using Deep Learning: Integrating Financial, Blockchain and Text Data
Bachelor of Science at Humboldt University of Berlin - Bachelor in Business Administration
2015 - 2019
The pre-tax return of the statutory pension insurance
Top publications
Deep Learning and NLP in cryptocurrency forecasting: Integrating financial, blockchain, and social media data
2025
International Journal of Forecasting
Variational Quantum Circuit-Based Reinforcement Learning for Dynamic Portfolio Optimization
2026
ArXiv Machine Learning
Toward Scalable Generative AI: efficient language model distillation via zero-shot rationales
2026
Springer Nature Special Issue Generative AI in Finance: Innovation, Risk, and Systemic Stability with Management and Marketing