Luca Zerman Email & Phone Number

Geneva, Ge, Ch

Gland, Vaud, Svizzera

Gland, Vaud, Svizzera

Exploiting Large Language Models (LLM) in a complex financial environment.

Zurigo, Svizzera

• Built a search engine for exact/fuzzy matching with Levenshtein distance. Integrated Python code with unit tests and NumPy documentation.• Performed NLP research on state‑of‑the‑art transformers. Exploited S‑BERT models to create a semantic search engine for internal surveillance.

Monza E Brianza, Lombardia, Italia

• Worked on time series forecasting on an energy trading platform using XGBoost on R and RShiny.• Created a versatile R6 class with, among others, preprocessing, cross‑validation and recursive training methods for XGBoost.• Compared XGBoost model with the previous one in several markets, generating an increase of more than double in total profit in test.

Bergamo, Lombardia, Italia

• Performed a statistical analysis on per‑minute data and extracted new features for a customer company.• Deployed different models and tests, providing statistical evidence of the effectiveness of our product at 5% significance level.

Verona, Veneto, Italia

Master'S Degree, Statistical Learning, Mathematical Engineering

110/110 Relevant Coursework: - Machine Learning - Data Mining - Applied Statistics - Fintech - Bayesian Statistics - Algorithms.

Erasmus, Statistical Learning

Coursework: - Game Theory - Non-parametric Statistics

Bachelor'S Degree, Ingegneria Matematica, 102/110

Relevant Coursework: - Calculus I, II, III - Probability - Numerical Mathematics - Experimental Physics I, II - Models and Methods.

Maturità Classica, 100/100