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.