Luca Zerman Email & Phone Number

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 and.

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 for.

Maturità Classica, 100/100