2021

6 Projects

Flexible Vision

May, 2018 ~ January, 2025
A SASS platform for streamlining annotations and iterative computer vision training

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.

Cosmo

March, 2021 ~ December, 2023
A cyber threat intelligence platform for threat and vulnerability analysis, investigations, testing, and mitigation
  • 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.

WBAT

April, 2020 ~ August, 2022
Safety reporting tools for the aviation industry. Available in the App Store & Google Play
  • Engineered mobile application with React Native, using React Navigation and Redux, to support preloading form schemas, queue form submissions, and manage system synchronization with and without an internet connection.
  • Flattened Redux data to enable selective updates, minimizing unnecessary renders and improving performance across loosely coupled components.
  • Built synchronous test suite for end-to-end API testing as any user.
  • Created sophisticated data reporting and visualization dashboard leveraging Google Chart API for real-time operational insights.

Track Authority Music backend

January, 2020 ~ January, 2021
A platform for building gamified groups and applications with rewards for engagement

    Built all aspects API, CMS, and CRON jobs

  • API built with PHP around Drupal and Symfony, leveraging the Cache API and dependency injection for services, query factory, and entity normalizers.
  • Built CRUD routing paths dynamically from registered Entities and entity bundles
  • Authored end-to-end functional testing suite to test all endpoints over CURL requests
  • Integrated Cloud9 Gateway alongside Commerce Funds to process transactions and keep records of users 'wallet' value
  • Implemented OAuth2 to issue short and long term access token from the Password Grant via HTTP and encrypted OTP links
  • Designed Email Blast tools for Group owners to send OTP links to existing and new users safely and securely.
  • Wrote FFMpeg scripts to crop and repurpose Cypress recordings as HowTo / demo videos.

Started: 2020-01-01

Launched/Lasted: 2021-01-01

Industries: Music, Events, Gaming

Team: E.A.Taylor: Design, Front-End, Back-End, Business Development

Companies/Brands: Taylor Made Traffic, Track Authority Music

TrackAuthorityMusic.com

January, 2020 ~ January, 2021
A platform for building gamified groups and applications with rewards for engagement
  • Led team of 3 - UX designer, data scientist and data entry / annotators.
  • Wrote abstract form builder to give Drupal CMS control of form layouts and fields based on CRUD operation.
  • Wrote Cypress.io Test Suite using TypeScript and NodeJS to generate unique end-to-end tests for each brand, across 3 device sizes, incorporating ffmpeg scripts to crop and repurpose recordings into site demo videos.
  • Built CI/CD pipeline to automate testing, committing, and deployments.
  • Designed and copy wrote entire application, icons and logo, sometimes in California, sometimes abroad.
  • Wrote Firebase Hosting functions to inject metadata and a canonical url for SEO previews of SPA pages.
  • Built Flutter webview wrapper with javascript handlers for native integrations around Deep Links, toggling SafeArea, navigating from Push Notifications and OAuth login from Google and Facebook app sessions. The codebase supports multiple branding and App IDs, configurable through .env variables.

Started: 2020-01-01

Launched/Lasted: 2021-01-01

Industries: Music, Events, Gaming

Team: E.A.Taylor: Design, Front-End, Back-End, Business Development

Companies/Brands: Taylor Made Traffic, Track Authority Music

DemocraSee

November, 2020 ~ May, 2021
An evolving idea around incentivizing civic action
  • Combined ReactJS, Redux, WebRTC and Firebase for screen/video/mic sharing between multiple devices.
  • Created safe WYSIWYG HTML editor using DraftJS to allow Meeting hosts to build rich, interactive agendas and timelines.
  • Wrote Firebase integration with FireStore, Cloud Storage, and Functions for securing endpoints based on earned Citizen Coin credit.
  • Used Redux to track meeting time with agenda presentation screens, alongside camera and screen sharing from multiple peers.
  • Included FireCMS to provided OAuth login and administrative CMS tools.
  • Setup TURN server on GCP for peer-to-peer connectivity using WebRTC.

Started: 2020-11-01

Launched/Lasted: 2021-05-31

Industries: Events, Education, E-Learning

Team: E.A.Taylor: Front-End, Back-End. Polina Tolkacheva: UX, Design, Wordpress development. Indy Rishi Singh: Business Development. Marcela Denniston: Business Development

Companies/Brands: Democrasee