Kerja Sepenuh Masa, Postdoctoral Researcher di Nanyang Technological University Singapore - Maukerja

We're hiring Postdoctoral Research Fellows at NTU Singapore!

I recently joined the School of Electrical and Electronic Engineering at Nanyang Technological University as a Nanyang Assistant Professor, and I'm building a lab on AI efficiency across the full stack, from algorithms down to silicon. Our view is simple: the biggest efficiency gains come from co-designing the algorithm and the hardware that runs it.

Research directions

Embodied AI systems: software-hardware co-design for robotics, making VLAs and world models run within real latency and power budgets

IC design & EDA: open-source RISC-V processors and AI accelerators, PPA optimization, and 3D integration

Efficient algorithms: compression and acceleration of LLMs, VLMs, and VLAs (quantization, pruning, distillation, KV-cache compression)

Biosignal foundation models: efficient EEG/EMG models deployed on wearables

As a postdoc, you will

• lead your own research projects and publish at top venues

• collaborate across the algorithm–hardware boundary with PhD students and our partners, including ETH Zürich, Stanford, and MIT

• help mentor students and shape new research directions and grant proposals

We're looking for

• a PhD (completed or near completion) in EE, CS, Computer Engineering, or a related field

• a strong publication record in ML/CV venues (NeurIPS, ICML, ICLR, CVPR) or hardware/EDA venues (DAC, DATE, MICRO, ASPLOS, ISCA, HPCA, ICCD)

• hands-on experience in model compression, efficient architectures, accelerator/RTL design, or embedded deployment

Why NTU

NTU is a research-intensive university with one of the most beautiful campuses in the world, and a community of about 5,000 faculty and researchers from 100+ nationalities. The role is full-time and on-site in Singapore. Positions are filled on a rolling basis and can start at any time.

Apply here: *************

More about the lab: *************

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