I have worked as Software Engineer (Contractor) on industrial camera control firmware
development for the following tasks:
· Using C-API and/or Cython to implement camera control filter driver in C++ for
improving image capture process.
· Using data locality to optimize camera control filter driver in C++ for improving image
capture stability.
· Using python setuptool to establish different modes of building python C extension.
The after, I have once worked on some machine learning projects like follows:
· Improve data parsing pipeline for dimension inconsistency that the batch size is not always
proportional to the sample size.
· Validate the improved data pipeline for a given dataset on cluster with option to use GPU.
· Improve performance of dataset loading with multithreading.
· Hide latency among computations using GPU by using multithreading.
· Hiding latency among computations of scatnet-cli package with GPU by using multithreading.
· Statistical inference for stationarity verification of generated features.
· Outlier detection and removal using