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Omar's Projects

ai4renewals-gendes icon ai4renewals-gendes

This project adopts a modular Python architecture within an MLOps framework to enhance subscription renewal predictions, utilizing FastAPI and MongoDB with AWS integration (S3, ECR, EC2). Docker ensures seamless deployment, and GitHub Actions automate the CI/CD workflows. Evidently AI monitors drift to guarantee predictive accuracy and reliability.

arztai icon arztai

Innovative digital health platform

credit-decision-model-mlops icon credit-decision-model-mlops

A sophisticated, modular machine learning framework for automating loan approval processes, integrating Docker, Jenkins CI/CD, AWS-EC2, and FastAPI for robust, scalable financial decision-making.

cryptoviewer icon cryptoviewer

CryptoViewer is platform for quick and effective analysis of the crypto market.

medichestai icon medichestai

This project utilizes cutting-edge MLOps practices, integrating CI/CD pipelines, DVC, and MLflow to streamline development, testing, and deployment for deep learning models on chest CT images.

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