[UG/MS] Developer Opportunity

The following announcement is from [Erfan Sadeghi]. Please contact them directly if you have any questions.

 

My name is Erfan Sadeghi, and I am a Ph.D. student in the Department of Electrical and Computer Engineering at USC. Our lab is currently seeking two developers for a paid position working on a neural network acceleration project. We are looking for candidates interested in compilers and/or heterogeneous computing. The main aspects of the project, where you can contribute to one or more areas, include:

• Developing the front-end of a compiler for mapping a given neural network to an FPGA

Preferred Skills:

• Familiarity/experience with Python & PyTorch
• Familiarity/experience with LLVM, Apache TVM, & MLIR
• Familiarity/experience with state-of-the-art models such as transformers
• Familiarity/experience with different number representations: floating point, fixed point, binary, etc.
• Familiarity/experience with optimization and scheduling algorithms

If you are interested in this position, please email me at sadeghim@usc.edu. We will send you some questions to assess your skills and coding style. Additionally, please mention your availability to continue the project through the summer of 2025.

 

Best regards,

Erfan Sadeghi

Published on August 27th, 2024Last updated on August 27th, 2024