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Hello and welcome! 👋

My name is Alejandro, I'm from Colombia and I'm an electronic engineer passionate about data, ML, and software with a master in engineering.

  • 🔭 Currently working for Mercado libre as Machine learning engineer,

  • Worked in CIAT as data scientist and research associate in tumaini app an android app for disease detection using tensorflow and their object detection API

  • 🌱 Honored Master Thesis: "BananaGAN: Augmenting major banana disease classification using generated diseased pseudostem and rachis images". I used generative adversarial networks to generate artificial banana sick plants images to do data augmentation as input to train object detection deep learning models

Skills

  • Python, SQL, ML and DL, TensorFlow, SciKit-Learn, Pandas
  • Some basics and learning in Docker, AWS, PowerBI
  • Interested in Backend and web development

Publications

Speaker in:

  • International seminar new sensor technology for field phenotyping and precision agriculture 2021: "BananaGAN: Augmenting major banana disease classification using generated diseased images"
  • Pycon Colombia 2020: " Tumaini: A deep learning object detection API integrated to an android app, case of study in banana disease detection"
  • 5TH international conference on mitigation strategies for emerging infectious diseases 2019: "Artificial intelligenc-Powered disease detection"
  • 1st IEEE Signal Processing Society Winter School on Image and Video Analysis 2018: "Cassava modeling using machine learning models"

💬 Ask me about Python, ML and DL, Drones and image processing

📫 How to reach me: All my social networks at top, feel free to contact me

Alejandro Vergara's Projects

library_app icon library_app

Simple api built using danjo and django REST framework

master_thesis_document icon master_thesis_document

Thesis document: Artificial data generation to train object detection deep learning models: A case study in Banana diseases detection

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