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The goal of the SAM Rock Fragmentation repository is to use the recent Segment Anything mask generator model created by MetaAI and implement it with an interface and set of algorithms to calculate the P80 resulting from a blasting.

License: Apache License 2.0

Python 81.91% Jupyter Notebook 18.09%
fragmentation mining segmentation

sam-rock-fragmentation's Introduction


Data Scientist


Hello there! 😊

It's Yair here, your friendly Data Scientist! I have a blast working on Machine Learning, Data Science, and Data Analysis projects. But most of all, I absolutely love programming! πŸš€πŸ‘¨β€πŸ’»

  • πŸ“ I'm based in the vibrant city of Lima, Peru!
  • πŸ’Ό Check out my portfolio (coming soon!)
  • πŸ“§ Feel free to reach out to me at [email protected]

Skills

Python Rust R Git Fast API MySQL PostgreSQL Heroku Flask TensorFlow React C++ Jupyter

Java PyTorch C# Godot Unity Kedro Azure Databricks Scala

Keras Apache Hadoop Apache Spark Tableau Power BI Visual Studio Code Docker Kubernetes MongoDB


Some Statistics πŸ‘¨β€πŸ’»

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✨  About Me

As a passionate mining engineer and data science enthusiast πŸš€, I've thrived in groundbreaking projects like Fleet Match, where I've paired the ideal mining vehicles to maximize efficiency πŸ—οΈ. My journey has taken me from surface to the depths of underground mining, mastering rock blasting, fleet dispatch, and beyond. But there’s more to me! I'm a tech wizard πŸ§™β€β™‚οΈ who loves coding in Python, Java, C++, and exploring 3D development with tools like OpenGL and Vulkan.

Venturing further, I’ve crafted predictive models for fuel usage, throughput, and production in the mining sector, and even dabbled in AI, developing a self-driving simulator for mining equipment. As a researcher with an insatiable curiosity, I'm all about leveraging my versatile skills to revolutionize mining with smarter techniques and AI integration. Let’s pave the way for a smarter future in mining with AI and data science! β›οΈπŸ‘¨β€πŸ’» Let's innovate together!

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