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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.

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

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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