Dissertation: ``DISTRIBUTING DEEP NEURAL NETWORK INFERENCE ACROSS EDGE-HUB-CLOUD SYSTEMS’’, defended on: 5/7/2025
Dissertation Award: Wisconsin Initiative for Science Literacy ([WISL])(http:/scifun.org/Thesis_Awards/viramontes-thesis-web.pdf) Award for Communicating PhD Research to the Public, news coverage
First Employment: Tenstorrent
NSF Graduate Research Fellowship: Honorable Mention
Travel Awards: SMARTCOMP’25 travel grant, MLSys’24 travel grant, SMARTCOMP’24 travel grant, DAC’24 PhD forum travel grant, DAC’22 Richard Newton Young Student Fellowship
Internships: AMD (Summer 2022), Tenstorrent (Fall 2024)
Released software: DistDNN
Hi! I am a graduate student studying Computer Engineering at the University of Wisconsin - Madison. I am currently investigating techniques to optimize neural network deployment, particularly for edge and other low power devices. I also enjoy studying Electronic Design Automation (EDA) – particularly opportunities for integrating machine learning with the design flow.