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The life snake
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The life snake
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BayesTheory/README.md

Rian Ferreira 🧠📊

AI/ML Developer • Statistics & Civil Engineering Student • Computer Science Technician

🎯 Precision, performance, and a dash of aesthetic | 🧪 Data & Automation enthusiast

🔧 Developer Profile Snapshot

  • 🔍 Focus: AI/ML • Data Automation • Bayesian Modeling
  • 📚 Current Stack: Python, R, C, TensorFlow, Docker, SQL
  • 🧠 Learning: MLOps • Probabilistic Programming • Cloud Pipelines
  • 🌐 Contributions: GitHub, LAMCE/UFRJ, Open Data Projects, UFRJ Community

🌌 Skill Set Highlights

Python TensorFlow R Apache Spark Docker PostgreSQL

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  1. Ocean-Wind-SAR-Analysis Ocean-Wind-SAR-Analysis Public

    Análise de imagens SAR (Radar de Abertura Sintética) para estimar direção e intensidade do vento oceânico

    Jupyter Notebook

  2. Wind-Speed-Time-Series-Forecast Wind-Speed-Time-Series-Forecast Public

    Análise e previsão de séries temporais de velocidade do vento (WS10m) utilizando modelos estatísticos (ARIMA, SARIMAX) e Machine Learning (LSTM) em Python. Inclui análise exploratória, decomposição…

    Jupyter Notebook

  3. R-Movie-Recommender-System R-Movie-Recommender-System Public

    Sistema de recomendação de filmes em R, utilizando a biblioteca recommenderlab. Compara diferentes algoritmos de Filtragem Colaborativa (UBCF, IBCF) e Fatoração de Matrizes (SVD, LIBMF) nos dataset…

    R

  4. NLP-NER-Juridico-UFRJ NLP-NER-Juridico-UFRJ Public

    Projeto de Reconhecimento de Entidades Nomeadas (NER) para textos jurídicos em português do Brasil. Implementa e compara abordagens clássicas (CRF) e de deep learning (BiLSTM-CRF) no dataset LeNER-…

    Python