Looking for cool problems, recently I have been doing a lot of deep learning stuff - but am just interested in hard engineering problems.
Location: Brisbane, Australia
Remote:Yes
Willing to relocate: Maybe
Technologies: Python (Web and Scientific), Pytorch, C++, JS/React, Linux
Designed architecture for automatic music mastering.
Designed and Developed state of the art speech synthesis technology using deep learning including novel phase estimation approaches.
Designed and Developed sequence generation models, worked with flow based likelihood models.
Developed various real time and faster than real time audio pipelines with C, C++ and Python.
Assisted in developing developer workflows for large scale machine learning training on AWS and GCP.
Optimized performance of machine learning models for production by rewriting specific components in high performance C++ and weight pruning and porting models a set of sparse and quantized matrix operations for massive performance increases.
Developed a real time audio engine for both Android and IOS.
I also have some experience with computer vision systems, recommendation systems and fraud detection. I have been coding since I was a kid, and can hack on most of the stack.
I also have some experience with computer vision systems, recommendation systems and fraud detection. I have been coding since I was a kid, and can hack on most of the stack.