Daniel Dantas Email & Phone Number

São Paulo, Brazil

- Applied statistical techniques on GIS data to evaluate the impact of meteorological variables on crop yield (e.g., explain yield variability using drought index).- Created models using Machine Learning techniques (e.g., logistic regression, support vector machine, random forest, KNN) to locally improve leaf wetness classification (i.e., increased.

São Paulo Area, Brazil

Working with data analysis to bring solutions related to the auto insurance business:- Developed and updated statistical models to estimate auto risk premium (e.g., frequency and severity of car accident) using GLM techniques (Poisson and Gama distribution). - Developed and updated churn models for to estimate the probability of a client renew its.

São Paulo E Região, Brasil

- Created and updated sales dashboard (KPIs) to manage the performance of sales team with different views. - Developed client segmentation as part of CRM for marketing strategies (Cluster analysis – Unsupervised learning: K-Means and Hierarchical). - Modeled churn using classification techniques (e.g., logistic regression). Implemented strategies to reduce.

São Paulo Area, Brazil

- Manipulated large datasets (millions of credit card transactions) using SQL to manipulate data (e.g., aggregating, merging) in order to create datasets for analysis. - Time series analysis to forecasts clients’ revenue to identify trends for marketing strategies. - Modeling transactions: Part of the team responsible for model transaction fraud risk.

Master Of Science - Ms, Agricultural Engineering

Bachelor'S Degree, Statistics