AI Annotation Interface & APIs

• Created custom Node-Red modules for configuring cameras and communication with on-prem tools and cloud APIs.
• Implemented API for motion detection using Structural Similarity, to expose 19 OpenCV filter options to training interface, to manage photo training data and find tagging anomalies.
• Built entire front-end annotation tool with zooming, version controls, infinite class nesting.

Workstation Guidance

• Developed workstation guidance system for factories to configure assembly instructions with QA and computer vision assistance, dockerized to deploy across a local network of factory computers.
• Built bi-directional persistent secure WebSocket connection for constant communication with Node-Red service and FlexibleVision as a whole.

• Programmed torque and resistance probes to measure bolts only when in position with visual cues for operator to follow testing steps
• Created AngularJS app and custom node-red modules for smoother synchronization with robot arm over secure websockets to manage, configure and validate jobs, track work assembly performance, and request work station 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.

• 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.

• 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