2027 Master Thesis Projects in ML Software Lund
HybridNo visa sponsorship
Core
Master thesis projects developing Machine Learning software for Arm's Neural Processing Units (NPUs) on edge devices.
Role type
Master Thesis Student (ML Software)
Builds
NPUs for running ML neural networks on edge devices (smartphones, etc.)
Domain
Semiconductor / Edge AI / Machine Learning
Deliverable
research
Required skills
Machine learning, neural networks, mathematics, C/C++/Python programming, PyTorch, computer architecture, micro-architecture
Preferred skills
Transformers, LLM architecture, curiosity about ML and software development, creative problem solving
Technologies
Vulkan ML Emulation Layer, PyTorch, NPUs
Responsibilities
Implement speculative decoding for mixture-of-experts inference, develop reliable LLM inference via Vulkan ML, create memory- and performance-aware operator scheduling
Seniority
Student (Master's level)
