AI Annotation Interface & APIs

• Created several custom Node-Red modules for configuring cameras and communication with onprem tools and cloud APIs.
• Implemented secure API endpoints for detecting motion using Structural Similarity and manipulating images by any of 19 OpenCV filters and all possible validated arguments.
• Built entire front-end annotation tool with zooming, version controls, infinite tag nesting capabilities.
• TypeScripted client-side demo builder to double as a unit testing for reloading randomized training tags and showcase functionality.
• Introduce tools to calculate the range of tag type dimensions to help QA find tagging anomalies.
• Wrote ExpressJS server for managing photo training data and augmented variations hosted on any storage system via Minio.

Workstation Guidance

• Developed workstation guidance system for factories to configure assembly instructions with QA and computer vision assistance, including all Docker files to network and containerize full stack: Express, Mongo, Node-Red, React WebApp.
• Wrote cookie & CSRF secured backend to store and validate both manager configurations, and worker assembly runs with great detail and security protocols.
• Build React interface with modern Context implementation and MUI Styled components.
• Built bi-directional persistent WebSocket connection for constant communication with Node-Red service and FlexibleVision as a whole.

• Used websockets for persistent connection between Fanuc Robots and Angular / Node-Red interface.
• Wrote MySQL stored procedures to query required settings of each fastener and store results.
• Structured offline-first interface to configure assembly-line jobs and control tools & machinery.
• Created custom node-red modules for smoother synchronization with Fanuc robots.
• Wrote tools to allowing management to configure and validate jobs manually, with or without needing the MySQL database.
• Deployed Node-Red backend on Raspberry PI connected to Windows computer work station.
• Built client-side performance tracker averaging the time to assemble one project in a job.
• Wrote Station Service request tool to allow operators to order more parts or tool servicing.

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

• Migrated data from Solr server into Drupal CMS for streamlined content management while maintaining the Solr API functionality with optimized index updates from adds, edits and deletes.
• 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.
• Developed front-end full-text search tools for global site search and FLCBusiness, implementing facet counts for enhanced filtering.
• Built custom in-page editorial tools accessible based on Drupal Roles using Node Access Hooks.
• Integrated CAS Authentication System for unified login capabilities between FLC sites.
• Rebuilt custom theme with Bootstrap to improve overall site responsiveness, scalability, and ARIA compliance.
• Developed CRON jobs to automate the import of licensable technologies from all NASA labs and other federally subsidized entities.
• Upgraded Google Map integration to automatically update Map results alongside listed search results.

• 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

• 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.