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Convolutional Neural Networks to detect pneumonia with Chest X-Ray Images

License: MIT License

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convolutional-neural-networks keras tensorflow x-ray-images xception

xray-pneumonia-detection's Introduction

Hello! 👋

My name is Adrián Lorenzo and I live in Gran Canaria, Spain 🇪🇸, with my family!

I currently work as Chief Innovation Officer at The Agile Monkeys.

I love Artificial Intelligence, Natural Language Processing, Computer Vision, and Software Engineering, but I enjoy everything related to computer science (For example, metaprogramming, discrete optimization, and security).

I have experience working in:

  • Information Retrieval (Extractive and Generative)
  • Language Understanding
  • Knowledge Representation
  • Pattern Recognition
  • Semantics Analysis and Extraction

Some of the programming languages that I enjoy using and that I have used a lot are Python, Go, C/C++, Kotlin, Swift, Java, Rust, and Typescript. Other relevant tools, like frameworks, libraries, and services that I have used to work on my projects are:

  • Machine learning: Tensorflow, PyTorch, Scikit-learn, Pillow, 🤗datasets, 🤗transformers
  • Data: Numpy, Pandas, Delta Lake
  • Vector Storage: FAISS, Annoy, Weaviate
  • Virtualization: Docker, Docker Compose
  • Workflows and pipelines: Apache Airflow
  • Backend applications: Spring Framework, Gin, Nest.js, FastAPI, Flask
  • User interfaces: SwiftUI, Swift Combine, Android Jetpack, Kotlin Coroutines, UIKit, React
  • Cloud providers: Amazon Web Services, Google Cloud Platform, Azure

I don't feel linked to any technology emotionally. I use them as tools to achieve an objective, but my objective is not to use them. With all of them, I have worked on several projects related to Machine Learning and Software Engineering.

I'm open to helping and collaborating on things that can bring value to the community. If that is the case, don't hesitate to get in touch with me.

If you want to get in touch with me, you can contact me through LinkedIn or Twitter.

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