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jrojas9206/README.md

Juan Pablo Rojas Bustos

Machine Learning Engineer | PhD in Computer Science | Computer Vision & MLOps Specialist

I am a Machine Learning Engineer and Postdoctoral Researcher focused on building end-to-end Computer Vision algorithms and scalable data pipelines. I specialize in processing and fusing data from diverse sources—including satellite imagery, aerial sensors, and IoT devices—to solve complex challenges in agriculture, robotics, and environmental monitoring.


🔭 Current Focus

  • Developing computer vision & ML pipelines for the fusion and analysis of time-series data (meteorological, satellite, multispectral) to extract actionable insights for crop and forest management
  • Building and automating scalable ETL/MLOps workflows for model training, deployment, and monitoring
  • Teaching and mentoring in Python, Computer Vision, API Development, and MLOps practices

🛠️ Technical Core

Python C/C++ OpenCV PyTorch TensorFlow SQL Docker MLOps ETL REST APIs GIS Scikit-learn Git Linux

📫 How to Reach Me

Email LinkedIn GitHub

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  1. ispCourse2025 ispCourse2025 Public

    API Development with Python using FLASK

    Python 3

  2. fungiGrowthTool fungiGrowthTool Public

    Tool to automate growth measurement of fungi in Petri dishes

    Jupyter Notebook

  3. soilMuseReflectance soilMuseReflectance Public

    Pipeline for the soil analysis using the Muse Camera

    Jupyter Notebook 1