Graduation Project Agentic Edge AI
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Job Location:
Eindhoven - Netherlands
Monthly Salary:
Not Disclosed
Posted on:
30+ days ago
Vacancies:
1 Vacancy
Job Summary
Context-aware LLM decoding for safe and secure Agentic Edge AI
Are you inspired by machine learning data AI currently pursuing your studies and ready for a new challenge by Context-aware LLM decoding for safe and secure Agentic Edge AI
Do you want to contribute to real world applications and gain experience developing innovative ideas
Then you will want to be a part of the rising Artificial Intelligence Competence Center at NXP a leading semiconductor company.
Responsibilities:
At the AI Competence Center we are looking for a student passionate about developing context-aware decoding strategies for large language models (LLMs) that enable safe and secure autonomous behavior in edge AI agents.
Leverage your creativity for implementing new fun and innovating ways of LLM decoding and agentic reasoning in one of our lighthouse projects.
During this internship our team members will support you to:
- Explore and implement decoding strategies that incorporate contextual signals (e.g. sensor data user intent environmental constraints).
- Evaluate safety and security metrics and guardrails for LLM-based agents operating on edge devices.
- Prototype and benchmark agentic behaviors using NXPs edge AI platforms.
In the project you will learn to push your software development and machine learning skills further.
You will invent implement and integrate a context-aware decoding module for LLMs that enhances agentic decision-making at the edge.
There is no need to start from scratch; instead you will bring our existing edge AI infrastructure further with your own ideas.
After your internship you and the team will be proud of having developed a robust and secure LLM-based agentic framework for edge deployment.
Preferred Skills:
- Strong foundation in machine learning and natural language processing
- Experience with LLMs and decoding techniques (e.g. beam search sampling constrained decoding)
- Familiarity with edge computing platforms and resource-aware AI
- Interest in safety security and trustworthiness in AI systems
- Programming skills in Python and/or C
- Ability to work independently and collaboratively in a research-driven environment
Your Profile:
- Currently enrolled in a Masters program in Computer Science AI Data Science or related field
- Passionate about cutting-edge AI research and real-world applications
- Curious proactive and eager to learn
- Fluent in English (spoken and written)
Required Experience:
Unclear Seniority
Key Skills
- Project / Program Management
- Primavera
- IT Project Management
- Microsoft Access
- Public Health
- Data Collection
- PMBOK
- Mobile Devices
- Maximo
- Prolog
- Project Management
- Microsoft Project
About Company
NXP is a global semiconductor company creating solutions that enable secure connections for a smarter world.
