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Ismail ait-lahssen's avatar
Ismail ait-lahssen
Paris, France
Building AI-Powered Workflows & Business Systems
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Building AI-Powered Workflows & Business Systems
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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Cover image for Designed a modular ML architecture
Designed a modular ML architecture with dedicated layers for APIs, feature engineering, inference, persistence, testing, and artifact management to support reproducible training and scalable prediction 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 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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