Project Title: Evaluation of Agentic AI Solutions for Automated Firmware Code Analysis, Validation, and Documentation in the NFC/UWB team.
Internship Offer – Exploration of Generative AI for Automated Firmware Code Analysis / Evaluation of Agentic AI Solutions for Automated Firmware Code Analysis, Validation, and Documentation in the NFC/UWB team.
📍 Location: Caen – Radio Firmware Team
📅 Duration: 6 months
🎓 Level: Final year engineering student (Bac+5)
The "Radio Firmware" team at NXP develops embedded software that controls NFC and UWB components integrated into billions of mobile devices and connected objects. In this demanding industrial context, the automation of code analysis becomes a strategic lever to improve quality, productivity, and reliability.
This internship project is part of an innovation initiative: evaluating the potential of generative AI models (LLMs and SLMs) integrated into agentic architectures to automate complex tasks related to Firmware code analysis.
Explore and compare different agentic AI solutions for automated Firmware code analysis, evaluating their ability to detect bugs, generate tests, produce documentation, and propose relevant improvements.
This internship will allow you to develop skills at the intersection of artificial intelligence, embedded development, and advanced software engineering:
Supervised by our experts, you will be required to:
Define objective evaluation criteria (precision, latency, cost, maintainability…)
Compare several AI models (GPT-4 vs lighter models)
Implement agentic workflows to automate tasks such as:
Validate approaches on real cases from our Firmware codebase
Explore integration into our development tools (CI/CD, code review)
You will have full access to our codebase and test benches. AI will assist you in:
More information about NXP in France...
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NXP Semiconductors N.V. (NASDAQ: NXPI) enables a smarter, safer, and more sustainable world through innovation. As the world leader in secure connectivity solutions for embedded applications, NXP is pushing boundaries in the automotive, industrial & IoT, mobile, and communication infrastructure markets. For more information, visit www.nxp.com
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