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Ramon G. da Silva ramongss

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👋 > Hello, World!

I am Ramon, a Ph.D. in Artificial Intelligence and Data Science 🎓 and currently working as a Research Professor at the Industrial and Systems Engineering Graduate Program at PUCPR👨‍💻.

📃 Research Focus

My research focuses on applying machine learning and artificial intelligence techniques to time series forecasting 📈. I've worked on a variety of use cases, including:

  • Wind Energy Forecasting in Brazilian wind farms [1, 2].
  • COVID-19 Case Forecasting with meteorological data in Brazil and the USA [3].
  • Retail Sales Forecasting for supply chain management [4].
  • Bitcoin Price Analysis over time [5].

😄 Pronouns

He/Him.

🌱 Always Learning

  • 🐍 Python
  • 🔵 R #rstats
  • 🔢 Statistics and Data Science
  • 🤖 Machine learning (caret, tidymodels, scikit-learn, etc.)
  • 📈 Data visualization (ggplot2, tidyverse, etc.)
  • ☁️ Cloud Services

📫 Get in Touch

💬 Ask Me About

  • Pretty much anything...1

1 Correct answers not guaranteed 😅.

⚡ Fun Fact

  • Huge Star Wars fan (still recovering from the last trilogy...)
  • Released a couple of singles as a guitarist -- listen on Spotify 🎸

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  1. 💧 Hybrid Machine Learning Models Applied to Daily Urban Water Consumption Prediction

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  2. ⚡ Multi-step short-term wind speed forecasting based on multi-stage decomposition coupled with stacking-ensemble learning approach

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  3. 🤰 🧪 Beta-hCG test demand forecasting using stacking ensemble-learning and machine learning approaches

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  4. ⚡ A novel decomposition-ensemble learning framework for multi-step ahead wind energy forecasting

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