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Ahmed Sabry's Projects

acgpn icon acgpn

"Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content",CVPR 2020. (Modified from original with fixes for inference)

arabic-dialect-classification icon arabic-dialect-classification

Predicting the Arabic Dialect of text. This project used Machine Learning and Deep Learning approaches in predicting 18 Arabic dialects.

building-a-reproducible-model-workflow icon building-a-reproducible-model-workflow

I've written an end-to-end pipeline covering data fetching, validation, segregation, train and validation, test, and release. I've run it on an initial data sample, then re-ran it on a new data sample simulating a new data delivery.

deepctr icon deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deploying-a-scalable-machine-learning-pipeline icon deploying-a-scalable-machine-learning-pipeline

In this project, I've deployed a machine learning model on Heroku. I used Git and DVC to track my code, data and model while developing a simple classification model on the Census Income Data Set. After creating the model, I've finalized the model for production by checking its performance on slices and writing a model card encapsulating key knowledge about the model. I've put together a Continuous Integration and Continuous Deployment framework (CI/CD) and ensured my pipeline passes a series of unit tests before deployment. Lastly, an API was written using FastAPI and tested locally. After successful deployment, the API will be tested live using the requests module.

keras-io icon keras-io

Keras documentation, hosted live at keras.io

oil-and-gas-wells icon oil-and-gas-wells

An interactive dashboard showing some insights on the last 7-years activity in the Permian Basin.

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