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p-esteves/README.md

🌌 Pietro

Statistician | AI Researcher | Data Scientist

LinkedIn Email Lattes ArXiv

🧬 Sobre Mim

Estatístico (UFC) e pesquisador apaixonado pela intersecção entre Matemática Aplicada e Deep Learning. Atualmente, foco meus estudos em Physics-Informed Neural Networks (PINNs) e simulações estocásticas.

🛠️ Stack Técnica

Categoria Tecnologias
Linguagens Python R C++ SQL SAS
Deep Learning PyTorch TensorFlow Keras PINNs
ML & Stats Scikit-learn XGBoost Time Series Bayesian Stats
Engenharia/Ops Docker MLflow Airflow Git
Data Viz Streamlit Shiny Power BI Tableau

đź“Š EstatĂ­sticas do GitHub

"Data is the new oil, but Math is the refinery."

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  1. tcc-lla tcc-lla Public

    This project applies Convolutional Neural Networks (CNNs) to automatically classify peripheral blood smear images for Acute Lymphoblastic Leukemia detection. It represents my Bachelor's thesis work…

    Jupyter Notebook

  2. industrial_wage_forecasting industrial_wage_forecasting Public

    A technical forecasting project designed to predict real wage mass trends in the Transformation Industry. It focuses on providing accurate economic outlooks using advanced time-series techniques.

    Python

  3. industrial-labor-clusters industrial-labor-clusters Public

    Big Data project that simulates a large-scale environment to segment Brazilian states based on industrial productivity, innovation, and ESG metrics. It uses a Lakehouse architecture to process synt…

    Python

  4. industrial-analytics-dashboard industrial-analytics-dashboard Public

    An interactive Business Intelligence (BI) web application developed to monitor strategic industrial and macroeconomic indicators. It serves as a centralized hub for data-driven decision making.

    Python 1

  5. industrial-data-foundation industrial-data-foundation Public

    A robust Data Engineering pipeline built with Apache Airflow to process labor market data (CAGED). It demonstrates a complete data lifecycle from ingestion to availability, following best practices…

    Python

  6. industrial-sovereign-ai industrial-sovereign-ai Public

    A Retrieval-Augmented Generation (RAG) assistant designed to run 100% locally. It enables the analysis of sensitive industrial documents without data leaving the infrastructure, ensuring privacy an…

    Python 1