Mauricio Fernando Nauto
@mauriciofernandonaut
I build predictive models and MLOps workflows for forecasting and customer lifetime value.
ArgentinaWhat I'm looking for
I build predictive modeling and MLOps workflows that improve data-driven decision-making, with a focus on forecasting, customer lifetime value, and scalable machine learning systems.
As a freelance Data Scientist and Machine Learning Developer, I've developed analytical solutions and data architectures designed to make machine learning workflows more reproducible and scalable.
My projects include an end-to-end CLV prediction system using RFM features, XGBoost, and BG/NBD, plus demand and sales forecasting models using time-series features, LightGBM, and HistGradientBoostingRegressor to support inventory and financial planning.
Experience
Work history, roles, and key accomplishments
Data Scientist & Machine Learning Developer
Freelance
Jan 2026 - Present (8 months)
Built analytical and predictive solutions to support data-driven decision-making and process optimization. Developed data architectures to improve scalability and reproducibility of machine learning workflows.
Education
Degrees, certifications, and relevant coursework
DS4B
Certificate, Data Science
Completed the Experienc-IA-DataScience program, earning a certificate of completion.
freeCodeCamp
Certificate, Data Analysis
Completed the Data Analysis with Python certification, covering data analysis and visualization techniques.
freeCodeCamp
Certificate, Scientific Computing
Completed the Scientific Computing with Python certification, focusing on scientific computing and Python programming.
freeCodeCamp
Certificate, Mathematics
Completed the College Algebra with Python certification, covering algebra concepts and their application in Python.
Availability
Location
ArgentinaAuthorized to work in
Portfolio
github.com/nmauudevSalary expectations
Job categories
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