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.

• Designed advanced penetration tests in order to generate training data and formulate IoC Patterns based on signatures seen in logs.
• Developed interface with a streamlined workflow to control ingestion, triage alerts and fine tune inference engine analysis. Forked from OpenCTI.
• Implemented deduplication of Email data by maintaining checksum IDs on EML parts and it's whole.
• Wrote Ingestion system to run log / email imports at any interval with encrypted authentication credentials, with configurations for pre-tagging data and controlling retention and shareability policies.
• Drafted all system Data Flow Diagrams for both architectural documentation and patent application.
• Configured Docker containers and managed end-to-end DevOps processes on GCP, including CI/CD pipeline automation for seamless deployment and scalability.
• Built Puppeteer crawler to ingest client websites and learn URL patterns & HTML semantics for additional training data.

• Built ios and android apps with React Native
• Used `react-native-push-notification` for push notifications
• Built backend with ExpressJS and Mongo, providing both API and KeystoneJS CMS
• Implemented OAuth2 Authentication with OTP logins / password resets
• Wrote push notification service and cronjob to reduce push noticications and processing

• 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

• 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