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.

• Designed advanced penetration tests in order to generate training data and formulate IoC Patterns based on signatures seen in logs.
• Forked OpenCTI as interface to control ingestion, triage alerts and fine tune inference engine analysis.
• Wrote Ingestion system to run log / email imports at any interval with encryption in transit and at rest, supporting configs for data retention and shareability policies.
• Implemented deduplication and aggregation of Email data by maintaining checksum IDs on EML parts and its whole.
• Built Puppeteer crawler to ingest client websites and learn URL patterns & HTML semantics for additional training data and monitoring standards.
• Drafted all system Data Flow Diagrams for both architectural documentation and patent application.
• Wrote Docker containers and CI/CD pipeline from GitHub Actions to GCP.

• 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

• 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