Ismail ait-lahssen's Work | ContraWork by Ismail ait-lahssen
Ismail ait-lahssen

Ismail ait-lahssen

Building AI-Powered Workflows & Business Systems

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Paris, France

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Paris, France

Cover image for Production-oriented credit risk ML system
Production-oriented credit risk ML system with reproducible training, saved artifacts, automated tests, and CLI-based inference workflows.
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Cover image for Production-oriented credit risk ML system
Production-oriented credit risk ML system with reproducible training, saved artifacts, automated tests, and CLI-based inference workflows.
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Cover image for Developed a production-oriented ML repository
Developed a production-oriented ML repository with modular source architecture, automated testing, CI workflows, inference APIs, and structured engineering documentation following real-world software development practices.
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Cover image for Built a modular command-line interface
Built a modular command-line interface orchestrating training, evaluation, artifact persistence, and prediction workflows through reusable pipeline components and configurable runtime parameters.
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