Are You Aaron Silverberg? 2 Projects

Flexible Assembly Systems

December, 2017 - December, 2018 UI / Applications Engineer San Diego (remote)

Imagerie
A TensorFlow training interface

Automate quality assurance with image detection
  • Built interface and middleware components to robust automated image training program
  • Express Server as proxy service to upload / download photos from Minio / AWS S3 and other storage services
  • Drop and Drop photo library manager for building trainings from remote and local photos
  • Customized Tree component for infinite nesting of tags under photos, and easier review of tag and photo collections with counts and average region sizes
  • Customized drawing component for creating, dragging, and resizing tags with 0 - 400% magnified zoom window
  • User defined categories, tag names, and tool sets
  • Automated demo builder with customizing parameters
  • Webpack 4 hotloading development environment with testing, production and development build scripts for packing and deployment

Started: 2018-05-01

Launched/Lasted: 2018-12-31

http://imagerie.taylormadetraffic.com/training/demo

Technologies: Node.js, Express.js, ReactJS, Bootstrap, AWS S3, Docker, Webpack 4, TensorFlow, Kubernetes, Google Cloud Platform

Industries: Technology, Analytics, Robotics, Manufacturing

Team: E.A.Taylor: Front-End. Sam Silverberg: TensorFlow. Aaron Silverberg: Product Development.

Companies/Brands: Refined Motion, Flexible Assembly Systems Inc.
3 more images

Refined Motion

Assembling line job builder and monitoring
  • Built interface to configure assembly jobs and control machinary over WebSockets
  • Structured interface for offline-first activity, allowing jobs to continue manually but still presenting screw order and tracking process in Local Storage.
  • Built client-side performance tracker averaging the time to assemble one project in a job
  • Created custom node-red nodes for smoother synchronization with Fanuc robots
  • Wrote strict data validation to check torque and resistance values after each fastener, stored value in remote mySQL database, and only preceed on passes

Started: 2017-12-01

Launched/Lasted: 2018-12-01

http://flexassembly.taylormadetraffic.com/radialarm/index.html?useMouse=true

Technologies: Node-Red, Node.js, JavaScript, CSS3, HTML5, ReactJS, Express.js, Bootstrap, WebSockets

Industries: Technology, Robotics, Manufacturing

Team: E.A.Taylor: Front-End, Back-End. Aaron Silverberg: Vice President

Companies/Brands: Refined Motion, Tesla Motors, Flexible Assembly Systems Inc.