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web frameworks, REST/GraphQL APIs, automated testing). • Continuous integration and continuous delivery (CI/CD) in a cloud environment. • Functional validation and performance of the prototype in a
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that reproduces, in a web environment, the visualisation and annotation interfaces defined in the project; • Ingestion, cleaning and storage pipelines (image, depth, metadata) with continuous integration testing
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performance. - Evaluating the performance of the developed models and algorithms using relevant metrics and realistic test scenarios. The work plan consists of the following development phases: 1) State
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annotation should be completed by the end of September. However, the video monitoring system will remain active to support pilot tests and enable additional data capture, should this prove necessary. The work
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of initial prototypes for validating concepts and algorithms. Preparation of datasets for training and testing. Implementation and advanced development: Full development of the aggregation modules and the
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) Implementation Complete development of the final solution, including pipeline optimisation, model implementation, hyperparameter optimisation, and integration of components into a coherent system. 5) Testing and
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to create tools to validate and evaluate the modules developed, as well as to integrate them into the existing web application for testing, editing, and validating the conversation system. This allows
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structured tests (e.g., attack simulations/red teaming). Thus, the specific objectives proposed for the internship are: (i) Analysis of the state of the art of methodologies, mechanisms, and tools for control
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for integration with the Koachy platform. Testing and validation: Execution of unit, integration, and system tests to ensure the robustness and correctness of the scheduling optimization module. Validation
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completion of management and editing tools for expert agents. Development and refinement of the artificial conversation generation module. 5) Testing: Conducting exhaustive tests on the system architecture