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  • Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales
  • Manizales-Caldas-Colombia
  • 10:58 (UTC -05:00)

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Achievement: Pull SharkAchievement: QuickdrawAchievement: Arctic Code Vault Contributor

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aguirrejuan/README.md

Hand wave Hey there! I'm Juan

🧠   About Me

I'm a problem solver who uses programming, ML, and data-driven solutions. I don't limit myself to specific roles or tools—I focus on solving problems and learning whatever is needed along the way.

💼   Experience

🚀 Data Scientist @ Rappi (Payment & Fraud)

  • 🛡️ Reducing document fraud with ML models
  • 👤 Building face anti-spoofing systems
  • 📝 Developing OCR with MRZ technology
  • 🔄 End-to-end ML lifecycle management

🏗️ Computer Vision Engineer @ Inference SAS

  • Deep learning for sewer inspection systems

📊 Data Analyst @ Universidad Nacional de Colombia

  • Dashboard creation with Looker Studio

🎓 Education: Master's in Engineering (AI focus)

🛠️   Tech Stack

💻 Programming & Data

Python NumPy Pandas SciPy Data Analysis

🧠 ML & AI

Machine Learning Deep Learning TensorFlow Keras scikit-learn YOLOv11 OpenCV wandb Django

📊 Visualization

Plotly Matplotlib

🚀 MLOps & Deployment

FastAPI Docker AWS S3 Poetry VENV MLflow UV

🔄 Version Control

Git GitHub Bitbucket

🏷️ Data Tools

Label Studio

💻 Dev Environment

Visual Studio Code Jupyter Notebook Linux Ubuntu

📚   Learning

DVC LangChain

🚀   Projects

⚙️  GitHub Stats

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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 12 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