About

Asma

I am interested in solving hard technology problems at the boundary of algorithms, systems, and hardware.

Bio

I am an electrical engineer by training, an ML engineer by profession, and a lifelong learner and tinkerer. I work at NVIDIA, architecting and leading Model Optimizer library, where I focus on performant AI inference and numerics.

Before NVIDIA, I was a founding engineer at OmniML, which was acquired by NVIDIA in early 2023. Earlier, I worked at Intel Labs in Wireless Communication Research, focused on mixed-signal and RF systems.

You can find my publications on Google Scholar.

Interests

• Performant AI inference
• Numerics for machine learning
• Hardware - Algorithm - Software System Co-Design
• Technical writing, learning, and tools