Company Profile
Bitstar is a startup company focused on machine learning at the edge. Our highly talented team delivers innovative solutions to enable machine learning on resource constrained embedded devices. The company with its global presence and diverse skills from embedded programming to Cloud enablement, IP design to system design addresses needs of wide market segments including consumer electronics, industrial automation, automotive industry and communication infrastructure.
Our solution adds intelligence to devices, connect things securely over Internet, and boosts the performance of product with HW acceleration. We take pride in delivering end products working closely with our partners to improve quality of life.
Job Description
Bitstar is looking for a senior member of technical staff to join our machine learning team to provide innovative solutions. To be successful in this role candidate needs to have an experience in neural networks inference with resource constrained devices like micro-controllers/FPGA. Prior experience in developing software for image/video processing is a plus. Working experience with frameworks like Tensorflow, OpenCV is highly desirable. .
Responsibility
- Modify and train neural networks to achieve better performance on edge devices
- Enable inference of neural networks on FPGA/micro controllers
- Design and develop software to process input from sensors like camera
- Work closely with system architect to provide feasible solution
Requirements
- Experience in training neural network with framework like Tensorflow, Keras, Pytorch
- Image/Video processing experience with Python, OpenCV, numpy
- Knowledge on embedded systems and/or FPGA
- Working experience with Github, visual studio or similar software development/debug tools
- MS with 4+ years’ experience or BS with 6+ years’ experience