I work on AI/ML at AMD. Previously, I was with Qualcomm AI Research, and I worked in several interesting and interrelated areas. My primary goal is to make computer vision/machine learning workloads efficient either by designing hardware accelerators or making the models more efficient. I also teach at University of California, San Diego for Master of Advanced Studies Program. You can find more about Master of Advanced Studies program here: https://jacobsschool.ucsd.edu/mas/faculty-staff
In the past, I worked on ML compilers (mainly TVM-based), and I also briefly worked on MLIR.
Previously, I was a Principal Software engineer at the 3D Engineering department of Cognex Corporation , and I have worked on following areas: