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Technical Expertise

A deep, modern AI & analytics toolkit

From foundational statistics and econometrics to generative AI and cloud deployment, Mario's expertise spans the full spectrum required to build and operate trustworthy decision-intelligence systems. Select a domain to explore proficiency and representative technologies.

95%

Artificial Intelligence

Designing applied AI systems that turn complex operational data into trustworthy, executive-ready decisions.

Representative technologies
PythonPyTorchTensorFlowHugging Facescikit-learn

Technology Stack

The tools and frameworks behind production AI, analytics, and decision-support systems.

Languages & Core

PythonSQLRGit

ML & Modeling

XGBoostPyMCscikit-learnPyTorch

Generative AI

LangChainVector DatabasesLLM FrameworksRAG

Data & Cloud

SnowflakeSparkDataikuAWSDocker

Visualization

Power BIPlotlyTableau