Duvan Fruto

Assessing business needs and developing personalized analytics solutions. Developing professional training in machine learning and data science. Collecting, cleaning and preparing large amounts of data. Web scraping with Python. Designing and maintaining machine learning models. Automatic data classification. Dynamic dashboard design.

Evaluation business marketing need and create personalized analysis solutions Team collaboration to design complex BI projects for the marketing team fraudulent area SQL queries: Joining, Subqueries, Windows functions & CTE Statistical analysis to detect fraudulent traffic: Principal Component Analysis, Linear Regressions, Clusters, T-tests, ANOVA and A/B testing. Data Visualization and Reporting using Power BI

Team collaboration to complete marketing projects according to the traffic performance Marketing channels classification based on Cluster Models using Python Finance planning based on Statistical Linear Regression Models SQL advanced queries Data Storytelling and Visualization using Power BI

Team collaboration to execute digital marketing strategy for Electric Division Sentiment analysis of social media comments, in order to improve copies in advertising Presenting data and reports to different audiences Designing marketing funnels and Audiences segmentations CRM data management and analysis

- Data Analytics - DataBases Fundamentals - Artificial Intelligence Algorithms - Stadistical Methods