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, React.js, 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
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Refined Motion

Assembling line job builder and monitoring
  • Built interface to configure assembly jobs where tools are enabled or disabled by current position
  • Wrote synchronous data validation on torque and resistance values with results stored in remote mySQL database
  • Created custom node-red nodes for smoother synchronization with Fanuc robots
  • Built offline-first application for training Tensor Flow image detection to inspect assembly results

Started: 2017-12-01

Launched/Lasted: 2018-08-20

http://flexassembly.taylormadetraffic.com/radialarm/index.html

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

Industries: Technology, Robotics, Manufacturing

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

Companies/Brands: Refined Motion, Tesla Motors, Flexible Assembly
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Ampp Star
Art, Music, Poetry, & Photography

  • Built React.js application with Keystone.js CMS, MongoDB database and Express server.
  • Connected Express API on Heroku with S3 bucket for user file storage
  • Connected Mailgun and Nodemail services within application and Heroku control panels for automated emails

Started: 2017-09-01

Launched/Lasted: 2018-02-01

http://www.amppstar.com/

Technologies: React.js, MongoDB, Node.js, Express.js, Keystone.js, HTML5, CSS3, Sass, Bootstrap

Industries: Music, Art

Team: E.A.Taylor: Front-End, Back-End. Jahanzaib Aslam: Front-End, Back-End. Garrett Morris: Front-End, Back-End. Bisera Mandic: Owner

Companies/Brands: Ampp Star
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Track Authority - CodeIgniter Website / API

An online and mobile game that rewards high-rated users with free music, gift certificates, concert tickets and cash
  • Engineered MVC architecture for dual website / API using CodeIgnitor and HMVC Modular Extensions, to allow complex types of permission combinations across user types, and make all components completely portable across applications, serving either HTML or JSON.
  • Optimized memory usage with several Bash scripts and CRON jobs to crop / resize images, handle email queues, and generate static HTML pages for common anonymous requests.
  • Built CMS for managing user-generated and editorial content, review internal traffic logs, logins, and all emails.
  • Built asynchronous email service to seamlessly convert website templates to tablular HTML documents with inline CSS, and manage queue of emails prepared, sent, failed, and clicked.
  • Built Node.js server to authenticate requests to static mp3 files before streaming via ffluent-ffmpeg
  • Automated performance testing with XHProf and data integrity tests with built in logging tools

Started: 2012-11-01

Launched/Lasted: 2013-01-01

http://trackauthoritymusic.com

Technologies: PHP, CodeIgniter, mySQL, HTML5, CSS3, JavaScript, Bash, Facebook API, Node.js, Express.js

Industries: Music, Events, Gaming

Team: E.A.Taylor: Design, Front-End, Back-End, Business Development. Drew Williams: Business Development

Companies/Brands: TaylorMadeTraffic, Track Authority Music