Research Fellow (High-Performance AI Computing Systems) - NATIONAL UNIVERSITY OF SINGAPORE

Roles & Responsibilities

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Job Description

We are seeking a highly motivated and skilled Research Fellow to join our team on a project to demonstrate photonic high-performance AI computing systems. The successful candidate will be part of an interdisciplinary research team working on the design, fabrication, and integration of photonic computing architectures targeted at next-generation AI workloads. The research aims to exploit the unique advantages of integrated photonics — such as ultra-high bandwidth, low latency, and energy efficiency — to overcome current limitations in electronic-based AI accelerators.

Key Responsibilities :

• Conduct cutting-edge research in AI computing architectures, including neural networks hardware accelerator and hybrid electronic-photonic systems.
• Design, model, and simulate memristor cells and circuits tailored for AI acceleration.
• Collaborate on the fabrication and experimental characterization of integrated memristor devices and systems.
• Develop algorithms and system-level integration strategies to harness the capabilities of AI accelerator for machine learning and deep learning tasks.
• Publish research findings in high-impact journals and present at international conferences.
• Mentor graduate and undergraduate students involved in the project.

Qualifications

Tell employers what skills you have

Materials Science

Applied Physics

Collaborative

Ability To Work Independently

COMSOL

Fabrication

Characterization

Journals

publication

Electrical Engineering