Principal Machine Learning Software Architect
CurrentRole* Design and implement software architecture for embedded machine learning hardware accelerator development* Investigate and implement proofs-of-concept for various machine learning techniques on embedded MCUs* Design and implement a machine learning toolkit used for internal development as well as external customersKey Skills and Experience* Used Tensorflow for model training* Used Tensorflow-Lite Micro for embedded inference* Used Python/C++/Javascript for developing proofs-of-concept* Design software architecture for testing/profiling machine learning models in hardware simulator, embedded MCU and FPGAs