caching

Skill level
4 Proficient

caching description TBD...

Experiences using this skill are shown below:



Barco Labs DNN Anomaly Detection Prototypes

During greater part of 2017 and 2018, our team was doing research in Deep Neural Net (DNN) anomaly detection. The problem we were looking to solve was that control centers usually had far too many surveillance video cameras and control panels to monitor and not enough personal to pay attention to them all. Why not apply machine-learning (ML) anomaly detection on camera and computer monitor feeds to alert control center personal of abnormal events as soon as they occur?

Barco Labs Smart Meeting Room PWA

This was a student intern project that I took over to turn into a useful application for use within the company. Even though this wasn't a research project, we thought it would be a good way to make Barco Labs better known throughout the company, as many employees viewed us as an "ivory tower" doing esoteric research of little practical value. The Smart Meeting Room App (SMRA) had the very practical benefit of finding and scheduling meeting rooms on the Barco campus.

Barco Labs Video Configuration UI

By 2019, our machine-learning research project was now integrating and managing multiple cameras and video sources and as a result it was becoming increasingly difficult to configure using config. files only. I was given the task of creating a professional-looking desktop UI that could be accessed from a web browser on company locked-down PCs. It was decided that there would be no support for mobile devices and the GUI would be package as a Docker image.

Barco Labs Video Motion Smoothing

An earlier version of our machine-learning person tracking software was too slow to keep up on every video frame. (This was before our team attempted to use GPU acceleration with more efficient person tracking software.) This resulted in jumpy video transitions while tracking someone. I was given the task of finding a way of applying video motion smoothing so the resulting video framing would be smooth and professional looking.

FlyteComm map clients

Designed and implemented complex, real-time, universal map display applications in Adobe Flash for the web and CocoaTouch for the Apple iPad that yielded a significant increase in revenue and helped achieve financial independence for the company (according to the President/CEO, Maurice Bailey).

Prior Work

INDEPENDENT CONSULTANT
2002 — 2006
Zaun Consulting (self-employed) [Boulder Creek, CA]
Yahoo! Research Labs (research lab) [Burbank, CA]
2005
The Burke Institute, (education foundation) [Santa Cruz, CA]

Enhanced the Flash Weather Plug-in with on-demand loading

Refactored the previous weather plug-in I implemented to do on-demand loading of weather only when requested. The previous approach preloaded the weather in the background to speed delivery but that approach negatively affected overall Viewer performance. The weather animation in the new approach would start up soon as 2 layers were loaded and would automatically add more layers to the animation sequence as each layer became available. This provided on-demand loading with a fast initial presentation.

Re-engineered the Flash Viewer Map Plug-in

The redesigned map plug-in solved a long-standing problem with the old map plug-in that was actually a port of some old code written by someone else. The new plug-in required a lot less memory, was a lot less buggy and it could show dozens of different base maps from multiple map tile servers. All of this could be configured without touching any code (unlike route-me and OpenLayers). The map type selected in this screenshot was  the USGS topo map. The pushpin labels were draggable and individually displayable.