About Me
Data Science student and technology intern. Passionate about data analysis, machine learning, and automation, with hands-on experience in Python, SQL, Power BI, Power Apps, Power Automate, and developing efficient solutions.
Featured Modeling & Insights
Revenue Forecasting with AI
Time series modeling comparing actual versus predicted values for sales planning optimization.
Diagnostics & Residual Analysis
Evaluation of error distribution and dispersion relative to actual revenue for model validation.
Customer Segmentation (K-Means)
Unsupervised logarithmic scaling clustering analyzing purchase frequency and average ticket size.
Gross Revenue x Purchase Frequency
Statistical correlation analysis (Pearson = 0.853) between purchase frequency and gross revenue (R² = 0.728).
Kaggle Projects
Customer Clustering (K-Means)
Python model focused on customer segmentation and grouping applying Machine Learning algorithms.
French Bakery Daily Sales
Data analysis and forecasting project exploring time series and advanced visualizations.
Credit Data Exploration & Analysis with SQL
Exploratory analysis using advanced SQL queries for extracting insights and patterns in credit data.
Defaulted Accounts Data Analysis
Detailed study and data treatment focused on identifying profiles and factors associated with default.
GitHub Projects
Credit Score
Predictive analysis and modeling for credit risk evaluation and underwriting.
Telemarketing Analysis
Exploratory study and data modeling focused on telemarketing campaign conversion.
Telemarketing Campaign Analysis
Detailed modeling and performance evaluation of campaigns to optimize conversion and engagement.
Income Prediction
Development of regression models for predictive analysis of individual income.
Study Repository (EBAC)
Compilation of assignments, practical exercises, and projects developed throughout the data program.
Corporate Applications & Automations
Corporate systems developed to optimize internal routines, manage inventories, and control approval workflows at Unimil.
Swag Hub (Overview)
Centralized menu dividing modules for New Request, Inventory Control, and Approvals & Outputs.
Contact & Networks
Check out my code and productions: