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Fire climate dataset creation from NOAA API based on location and time for use in machine learning model. Is the project that motivated the creation of the library simple_noaa.

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data data-science data-structures risk-analysis risk-assessment risk-modelling wildfires

wildfire-local-climate-data-creation's Introduction

Welcome to my GitHub account! I am a UCR computer science student and NOAA EPP/MSI scholar focused on data science and machine learning. I currently work as an engineer for UCR's EcoCar project. This work involves building Vehicle to Everything (V2X) systems that allow self-driving vehicle algorithms to communicate in real-time. Much of my project experience cannot be publicly displayed due to NDA, this GitHub is solely for my personal projects.

My personal projects include:

  • C++ Networking and Multithreading (InternetChatRoom)
  • Data collection libraries (simple_noaa) (NBA-Webscraper) (Weather-Forecast-Web-Scraper)
  • Dataset creation for use in machine learning models (wildfire_dataset_creation) (survey_data_creation)
  • Data analysis for insight and prospecting data for modeling (survey_data_analysis)
  • Data manipulation for increasing the utility of datasets (Hurricane-Data-Conversion-Method) (survey_data_creation)
  • Exploring the use cases of classical machine learning models (titanic_machine_learning_model)
  • Backend applications for transfer of data (testAPI) (hate_detection_scraper)

Please feel free to take a look around and let me know if you have any questions or suggestions for future projects. Thank you for visiting!

Visit my blog page for articles explaining concepts from data structures and algorithms to discussion on the ethics of machine learning and AI.

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