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Amr-Abdellatif/README.md

Hi 👋, I'm Amr Osama Abdellatif

A passionate Deep-Learning Engineer

Through The Realm of Neural Nets I Exist

DELL-107 (1)

Projects :

  1. NLP-Transformer from scratch with AMP and other Optimization - PyTorch

  2. MakeMore - An Autoregressive character level language model.

  3. Building A Vision Transformer using PyTorch from scratch.

  4. Vision API-Endpoint with Resnet50 - ONNX format.

  5. Translator Api-Endpoint with Huggingface Seq2Seq model

  6. Ways to build Pytorch models and improve your Readability

  7. Using Yolo-V9 Optimized with Roboflow Dataset with Kaggle Gpu Quota

  8. End to End Mlops with Mlflow and Docker

  9. Fine-Tuning pretrained vision models using Pytorch

  10. Autoregressive Modelling for TimeSeries Sequence data

  11. Learning Deep-Learning with Pytorch Curriculum

  12. Building a simple Recommendation system using Pytorch

  13. Yolo-V8 as a security camera for detection of individuals and

  14. Building ResNet from scratch using Pytorch

  15. Building Mobile-Net from scratch using Pytorch

  16. Building Variational Autoencoder from scratch using Pytorch

  17. Building U-net from scratch using Pytorch

  18. Building Autoencoder from scratch using PyTorch

  19. Breaking Vision model using Adversarial attack

  20. Hyperparameters Tuning with Optuna and Pytorch

Languages and Tools:

pytorch flutter arduino aws bash cplusplus docker flask git linux matlab mongodb mysql opencv pandas photoshop postgresql python scikit_learn seaborn tensorflow

Pinned

  1. learn-deep-learning-using-pytorch learn-deep-learning-using-pytorch Public

    This Repo is for spreading knowledge about PyTorch for the Arabian Community

    Jupyter Notebook 7 1

  2. End-to-End-Mlops-with-MLFlow End-to-End-Mlops-with-MLFlow Public

    End to End MLops with Mlflow project with Github actions and docker image

    CSS

  3. Mobile-Net-implmentation-using-PyTorch Mobile-Net-implmentation-using-PyTorch Public

    Pytorch implmentation of paper MobileNet v1

    Jupyter Notebook 1

  4. Fine-Tuninng-Pre-Trained-Vision-models-PyTorch Fine-Tuninng-Pre-Trained-Vision-models-PyTorch Public

    In This repo i FineTuned a Pretrained ResNet18 model from PyTorch library

    Jupyter Notebook 1

  5. Ways-to-build-PyTorch-models-and-to-improve-your-readability Ways-to-build-PyTorch-models-and-to-improve-your-readability Public

    This repo i made to build a intuition around building models in pytorch

    Jupyter Notebook

  6. Building-a-Vision-Transformer-from-scratch-using-PyTorch Building-a-Vision-Transformer-from-scratch-using-PyTorch Public

    In This Repo I've Built Vision Transformer using PyTorch

    Jupyter Notebook