Agustin Musanti
Busines & Data Analyst ยท Data Science
Hello! Welcome to my portfolio.Here you will find a selection of projects where I use data to solve business problems, build predictive models and support decision-making in finance, business and agriculture. I work mainly with Python, SQL, Power BI and Tableau, combining technical analysis with business understanding.
About me
I am a Data Analyst focused on using data to improve decision-making in real business environments. Over the past few years, I have been working with tools such as SQL, Python, Power BI and Tableau to analyze data, build dashboards and generate insights that support business strategies. Recently, I have been applying machine learning techniques to real-world problems, including a soybean yield prediction system using satellite imagery and climate data for agricultural decision-making. I hold an Advanced Data Science certification from ITBA, which complements my professional work at PwC with a strong foundation in statistical modeling, machine learning and data visualization.
Soybean Yield Prediction with Satellite & Climate Data
Data science project that predicts soybean yield before harvest using NDVI satellite imagery and NASA climate data. Built with Python and Random Forest on 25 crop seasons in NW Buenos Aires, achieving useful predictions three months ahead of harvest.
LECAP Yield Calculator
Web-based calculator for estimating potential returns from Argentine Treasury Bills (LECAPs).
The project uses Python for data scraping and powers an interactive web interface that allows users to simulate different investment scenarios and evaluate potential yields.
Credit Risk Management with MySQL
SQL project that designs and implements a database for managing client credit risk.
It includes database modeling, views, stored procedures and analytical queries to evaluate credit exposure and support risk assessment.
Finance with Python
Collection of Python tools for financial analysis, including calculators, simulations and exploratory studies.
The repository focuses on modeling scenarios, analyzing investments and building reproducible workflows for financial decision-making.
Agricultural Production Analysis in Buenos Aires with Tableau
Interactive Tableau dashboard designed to analyze agricultural production across the Province of Buenos Aires.
It explores crop distribution, production volumes and regional patterns to better understand the dynamics of the agricultural sector.
Exchange Rates Analysis in Power BI
Power BI dashboard designed to analyze exchange rate movements across multiple currencies.
It integrates real-time data to track trends and compare currency values over time, helping users understand market fluctuations and support financial decision-making.