Fraud Detection (Insurance)
Deployed fraud detection models for a major insurance company.
Tommaso Guerrini
10+ years deploying machine learning in production across insurance, banking, telco, and manufacturing.- Kaggle Code Master (career high #163)
- Winner: TIM/CladAG churn classification challenge
- Published: LightGBM inference-time feature importance
- Production ML across finance, insurance, telco, and industry
Focus Areas
Churn Prediction (Telco)
Built and productionized churn prediction models to prioritize retention actions.
Default Prediction (Banking/Finance)
Deployed loan default prediction models for underwriting and portfolio risk monitoring.
Time Series Forecasting (Manufacturing/Sales/Industry)
Deployed forecasting systems for multiple time series in manufacturing, sales, and industrial planning.
Partners
Worked with teams at:
