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👋 Hi There!

👨‍💻 I'm a Software Engineer and AI/ML enthusiast passionate about innovating and solving real-world problems.

🌐 Connect with Me

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💻 My Tech Stack

Python Java Dart C++ C AWS Datadog Google Cloud Keras NumPy PyTorch TensorFlow Docker ANSIBLE CIRCLECI

📌 Some of My Projects

  • 🚗 Aware Driving: I created this app to alert drowsy and distracted drivers using ML. Trained with PyTorch and deployed with NCNN. 📲 Available on Google Play.
  • 📸 Fast Plate OCR: Fast and effective License plate text recognition. 🧠 Built with Keras 3, enabling flexible backend options like TensorFlow, JAX, or PyTorch.
  • 🔍 ConvALPR: Detects and recognize vehicle license plates and uses above OCR. ✨ Powered by TensorFlow!
  • 📊 Online Label Smoothing: Pytorch implementation of Online Label Smoothing (OLS) presented in this paper.

Andrés's Projects

aware-driving icon aware-driving

Aware Driving (AD) is a mobile app that will assist you while you are driving.

convalpr icon convalpr

Reconocedor Automatico (real-time) de Patentes utilizando Redes Neuronales Convolucionales

cutout icon cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

datasets icon datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deep-rl-class icon deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

fast-plate-ocr icon fast-plate-ocr

Lightweight & fast OCR models for license plate text recognition.

iris icon iris

Multiclass Classificaction Iris Challenge

metrics icon metrics

Machine learning metrics for distributed, scalable PyTorch applications.

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

pytorch-cifar100 icon pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

rt-detr icon rt-detr

Official RT-DETR, RT-DETR, Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection

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