Bootstrap

Flexible Vision
A SASS platform for TensorFlow annotations and iterative training

Automate quality assurance with image detection
  • Created several custom Node-Red modules for configuring onprem cameras and communicating with Cloud API.
  • Added API endpoints to Flask API for manipulating images using any OpenCV method
  • Wrote ExpressJS server as proxy service to up / download photos through Minio (AWS S3) and other storage services
  • Created Drop-n-Drop photo library manager for organizing training data from remote and local photos
  • Customized Tree component for infinite nesting of tag hierarchies within a photo.
  • Built client side analysis methods for easier review of tags across all photos, showing totals and average region sizes
  • Customized drawing component for creating, dragging, and resizing tags with 0 - 400% magnification
  • Structured dataset to provide tag categories, notes, and names, aside from types
  • Wrote client-side demo builder to double as a unit testing for reloading randomized training tags customizing parameters

Started: 2018-05-01

Launched/Lasted: 2023-12-31

Technologies: Node.js, Express.js, ReactJS, AWS S3, Docker, Minio, TensorFlow, Kubernetes, Google Cloud Platform, Node-Red, Python, Flask, OpenCV

Industries: Technology, Analytics, Robotics, Manufacturing

Team: E.A.Taylor: Front-End & API. Sam Silverberg: Back-End. Alec Goeckel: Back-End. Aaron Silverberg: Product Development.

Companies/Brands: Flexible Assembly Systems, Refined Motion Engineering

Refined Motion

Assembly line automation

HVFIR Project: Torque and Ohm Resistance Validator

  • Built Angular / Node-Red interface to tell direct operator to each fastener, in their proper order, & indicate when in-position to trigger the tool, and whether results were a pass or fail
  • Wrote strict data validation on torque and resistance values in order to allow operator to proceed or readjust fastener.
  • Wrote MySQL queries to get required settings for each step of the assembly process
  • Wrote MySQL queries to record results of each attempt to fasten

Assembly line job builder and progress monitoring

  • Built offline-first interface to configure assembly-line jobs and control tools & machinery over WebSockets and LocalStorage
  • Deployed Node-Red backend on Raspberry PI connected to station Windows computer
  • Built client-side performance tracker averaging the time to assemble one project in a job
  • Created custom node-red modules for smoother synchronization with Fanuc robots
  • Wrote Station Service request tool to allow operators to order more parts or tool servicing
  • This project expanded on the HVFIR project above by allowing management to configure and validate jobs manually without needing the MySQL database

Started: 2017-12-01

Launched/Lasted: 2018-04-01

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

Industries: Technology, Robotics, Manufacturing

Team: E.A.Taylor: Front-End, Back-End. Aaron Silverberg: Vice President. Saiman Shetty: Project Management

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

Ruhral Farms
Collaborative Workspaces

  • Built interactive incubator application for making cooperative investments with Hawaii youth: https://ruhralfarms.com/red-dirt-coworkers

Started: 2020-01-01

Launched/Lasted: 2020-01-01

Technologies: ReactJS, Redux, Bootstrap 4, Drupal 8

Industries: Travel, Health, Education, Technology

Team: E.A.Taylor: Front-End, Back-End. Samanta Amna Khalil: UX Design and Product Development

Companies/Brands: Ruhral Farms LLC

FLC
Federal Laboratory Consortium for Technology Transfer

Promoting, Educating, and Facilitating Knowledge Transfer
  • Programmatically migrated a custom Solr server into Drupal for easier content management
  • Wrote duplicate reducer to compare nodes by measuring the similarity of common fields across sources. Used Levenshtein Distance algorithm and took action based on threshold configurations.
  • Rebuilt new Solr indexes with Drupal's Search API to respect CMS revisions and publish settings
  • Built front-end Full-Text search tools for the global site Search and FLCBusiness and showing facet counts
  • Built custom in-page editorial tools available by Drupal roles and node access hooks
  • Integrated CAS Authentication System for unified login portal between FLC sites
  • Rebuilt custom theme with Bootstrap to improve overall site responsiveness, scalability, and ARIA compliance
  • Wrote automated crawling importers for all NASA labs and various 3 parties technology sources
  • Upgraded Google Map integration to automatically update Map results alongside listed search results

Started: 2017-08-01

Launched/Lasted: 2020-01-01

Technologies: Apache Solr, PHP, Drupal 7, mySQL, Google Maps API, Sass, Bootstrap

Industries: Technology, Marketing, Events, Analytics

Team: E.A.Taylor: Front-End, Back-End, API. Joseph Anderson: Cypher CEO. Denise Wainer: UTRS Director of Communications. Will Dyson: UTRS System Administrator, Release

Companies/Brands: Federal Labs Consortium, Cypher LLC, UTRS

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

Technologies: ReactJS, MongoDB, Node.js, Express.js, KeystoneJS, 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

Blingby
Live the Experience

Blingby lets users 'live the experience' of their favorite music videos and movie trailers. Blingby LLC tags top-voted YouTube videos with purchase links so products, hotels, and artists are shown in-sync as the video plays.
  • Configured and hooked Drupal Views to query content internally and from Amazon for album artwork as well as YouTube for matching videos.
  • Rebuilt Drupal templates for a more responsive experience across devices with CSS3
  • Developed google-map interface and query logic to re-order of ad / affiliates' links based on the user's location and affiliates’ geographic settings.
  • Built several administrative tools for configuring home page settings, photo carousels, and reviewing data-integrity from error logs and Drupal’s url_alias table.

Started: 2015-11-01

Launched/Lasted: 2016-04-01

Technologies: Drupal 7, PHP, MySQL, JavaScript, YouTube API, Google Maps API, AJAX, Apache

Industries: Travel, Music, Fashion, Marketing

Team: E.A.Taylor: Front-End, Back-End. Robert Stanicic: Business Development

Companies/Brands: Blingby LLC

Other technologies