I am Hans, an engineer who lives in Burnaby, British Columbia. My professional experience is in Engineering, Data Science and Engineering and Signal/Image/Point Cloud Processing. My favorite language is Python. I am proficient in LaTeX and TikZ.
In recent times, I have been interested in Collaborative Intelligence, an Artificial Intelligence deployment strategy that leverages compute resources on the edge and in the cloud to make deep neural network computations faster and more efficient. Starting from Deep Feature Transmision Simulator developed by SFU's Multimedia Lab, I adapted the simulator for compatibility with TensorFlow version 2 and extended it with several new capabilities in this repo. In addition to this, I developed a new tensor completion method for collaborative intelligence, which led to a conference publication at ICIP 2021 in Anchorage, AK. DFTS2 with error concealment methods that I implemented led to a second publication at VCIP 2021 in Munich, Germany.
- Data Analytics.
- Engineering Processes.
- Machine Learning & Deep Learning.
- GIS and Remote Sensing.
By email.