Education
Master's Degree in Computer Science (summa cum laude)
University of Trento, 2021
Bachelor's Degree in Computer Science
University of Trento, 2019
Experience
SmartPricing - Data Scientist
February 2022 - PRESENT
- Built pricing models using regression and time-series analysis on over 1TB of booking data.
- Created an ETL and model training pipeline using Python, SQL, GCP, and Kubernetes.
- Increased hotel partner revenue by 22% through personalized pricing strategies.
- Developed automated event detection using web scraping and LLMs to react to global tourism trends.
- Developed a sentiment analysis system for hotel reviews, reducing manual review workload by 40% for marketing teams.
- Automated visual recognition of promotional content in hospitality ads, reducing manual tagging time by 70% and enabling real-time identification of over 5,000 brand logos and offers across marketing materials.
- Led A/B testing with an 82% success rate to guide product development.
- Delivered visualizations and reports for both technical and non-technical stakeholders.
Skills
Honestly, I find these sections a bit pointless — but since everyone includes one here's a fairly honest snapshot of my skills.
