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aguirrejuan/README.md

Hand wave Hey there! I'm Juan

As a data scientist, I am passionate about solving complex problems and creating value from data. I have a master's degree in engineering with a focus on artificial intelligence, where I developed my critical thinking and research skills. I also have multiple certifications in data analysis, SQL, and Git.

My most recent work experience was at Inference SAS, where I contributed to developing computer vision systems based on deep learning to reduce inspection time in sewer operations. I also worked as a data analyst at Universidad Nacional de Colombia, creating dashboards using Looker Studio to evaluate institutional metrics. I have proficiency in Python, TensorFlow, Keras, and computer vision, and knowledge of SQL, Linux, and NLP. I am currently seeking full-time positions in data science or machine learning, where I can apply my skills and learn new ones.

🛠   Technology Experience

Python Data Analysis Machine Learning VENV Git GitHub  Plotly Matplotlib OpenCV TensorFlow Keras scikit-learn SciPy NumPy  Pandas  wandb  Jupyter Notebook Visual Studio Code Markdown  LaTeX MySQL Linux Command Line Manjaro Ubuntu Raspberry Pi Docker

👨‍🎓   Currently Learning

mlflow AWS DVC Django FastAPI

Projects

⚙️  GitHub Analytics

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  1. UN-GCPDS/Procesamiento-Digital-De-Imagenes UN-GCPDS/Procesamiento-Digital-De-Imagenes Public

    Curso de Procesamiento Digital de Imágenes - Universidad Nacional de Colombia, Sede Manizales

    Jupyter Notebook 10 4

  2. UN-GCPDS/python-gcpds.image_segmentation UN-GCPDS/python-gcpds.image_segmentation Public

    Baseline library for semantic segmentation experiments.

    Python 1 1

  3. jvech/DeepSort_Yolo jvech/DeepSort_Yolo Public

    Python

  4. ConvRFF ConvRFF Public

    Python 1

  5. UN-GCPDS/FEET-GUI UN-GCPDS/FEET-GUI Public

    FEET-GUI is a python qt-5 based application, designed to work comfortably with thermal feet images, more specifically, for characterizing epidural anesthesia performance during birth.

  6. tf-keras-vis tf-keras-vis Public

    Forked from keisen/tf-keras-vis

    Neural network visualization toolkit for tf.keras

    Python