Fabian Karst
Doctoral Candidate
St. Gallen, St. Gallen, Switzerland
Summary
👤
Senior🎓
Top SchoolFabian Karst is a doctoral candidate in Information Systems at the University of St. Gallen who applies generative AI and synthetic data techniques to tackle fraud detection and enable secure interbank transaction data sharing. With eight years of experience spanning research, tech internships (Microsoft, PwC, Accenture) and leadership at the St. Gallen Symposium, he bridges business strategy and hands-on ML engineering. He has led cross-functional teams to build participant platforms, CRM-integrated automations, and event-scale streaming infrastructures while shaping innovation strategy for a global community. Fabian’s research uniquely addresses temporal graph structures and extreme class imbalance in financial transaction synthesis, aiming to make data collaboration both practical and privacy-preserving. Comfortable moderating high-level discussions and shipping production tools, he combines academic rigor with product-minded delivery. Based in St. Gallen, he’s focused on the intersection of business and AI and looks for partnerships that turn research prototypes into real-world impact.
8 years of coding experience
3 years of employment as a software developer
Master of Arts - MA Banking and Finance, Master of Arts - MA Banking and Finance at University of St.GallenMaster of Science - MSc Business Analytics, Master of Science - MSc Business Analytics at EsadeThe University of Melbourne
Github Skills (22)
word2vec7
topic-modeling7
fasttext7
nlp6
glove6
natural-language-processing6
data-mining6
gensim6
word-embeddings6
python6
corpus6
lda6
latent-dirichlet-allocation6
sentence-similarity5
information-retrieval5
Programming languages (2)
Github contributions (5)
Faruman/VolatiltiyCalculations
Mar 2020 - Mar 2020
Contributions:25 commits, 36 pushes, 1 branch in 2 days
Faruman/DefaultProbabilityPredictions
Apr 2020 - Jul 2024
Contributions:5 pushes, 1 branch in 4 years 3 months
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