STAGE – Représentation mathématique pour IA aidant à la conception de design photonique et RF – F/H
Core
Developing mathematical representations (MathRep) using graph theory and matrix transforms to enable AI generation of photonic and RF circuit designs.
Role type
Intern, Generative AI for Hardware Design
Builds
AI-driven photonic and RF circuit design solutions
Domain
Semiconductor design, AI for Engineering
Deliverable
production ML models
Required skills
Python, Graph Neural Networks (GNNs), TensorFlow or PyTorch, Ray, GPU implementation, algorithm optimization
Preferred skills
Analog or photonic design knowledge, matrix transform calculations
Technologies
Python, Ray, TensorFlow, PyTorch, GPU
Responsibilities
Analyze graph and MathRep approaches, validate reliable AI solutions, optimize algorithm complexity, implement and validate on GPU, generate benchmarks, generalize solutions for different design complexities
Seniority
Intern
