Eli A. Taylor

• Maintained Django APIs and MySQL database powering mobile app and admin portal.
• Wrote efficient Stored Procedures to replace Django ORM queries and unnecessary serializers.
• Optimized SQL queries and aggregation endpoints for analytics dashboard, doubling data output while maintaining speed and adding search filters.
• Wrote k6 tests to benchmark API performance across all environments.
• Enhanced PDF generator for canvasser routes and instructions.

• Developed real-time canvasser tracking interface with MapBox and ReactJS, synchronizing map pins/popups and sidebar elements for seamless navigation. Programmed filter operations to recenter map boundaries with dynamic debounce based on filter in use. Built map to render any combination of layers including points for canvassers, lines for routes, and polygons for coverage area.
• Enhanced SASS implementation with mixins and reusable style patterns. Created modular components styled from a single classname styling, as well as composable utility classes to normalize spacing and typography while maintaining DRY principles and reducing CSS bloat.
• Restructured Redux implementation to flattening deeply nested data structures, enabling targeted updates and reducing component render cycles across decoupled components.
• Wrote responsive Data Grid component to render tables using Flexbox with hooks to customize any header or body cell's styles and click / hover events. Supported both client or server side sorting, pagination, and toggling visibility of any column. Wrote NodeJS script to preprocess API response schemas to ease client side table and list displays with custom property names and easier data aggregations baesd on data types (numeric, dates, enums).

• Built offline-first iOS and Android apps for canvassers to run Site and Door to Door campaigns.
• Built components for audio recording, voter registration, QR / barcode scanning, gathering signatures and rich surveys.
• Reduced APK size by 67% while adding many additional features.
• Optimized background location tracking to reduce battery consumption and improve accuracy by throttling requests based on speed and distance between points.
• Implemented React Navigation with custom drawer / tab navigators and nested stack navigators. Supported deep linking capabilities and integrated authentication flows with protected routes.
• Optimized Redux state management by implementing a normalized data structure, which decreased render cycles and enabled precise updates across independent components.

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.

• 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.

• 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.

• Implemented OpenAI agent to recommend content types, fields and relationships, return both reasoning and a structure JSON schema.
• Wrote tools to parse Objects spreadsheet and auto-generate React forms, Django models, views, URLs, serializers, and Swagger documentation.
• Wrote tools to parse Permissions spreadsheet and produce strict TypeScript definitions and robust access control functions.
• Expanded demo Django server with AllAuth and Twilio SMS integration.
• Created a ReactJS application to render navigation of entire schema with CRUD functionality conditional to configured permissions.
• Developed a NodeJS fake data generator using the faker library to insert and update infinite rows of realistic data tailored to field types.
• Authored a comprehensive Cypress.io test suite to automate end-to-end testing of all CRUD operations against the API.
• Built a robust CI/CD pipeline with GitHub Actions to automate release tagging, changelog generation, and streamlined deployments to Cloud Run and Cloud Storage Bucket.

• Annotated data set and trained YOLOv4 model for detecting 6 classes across different sports.
• Designed all business logic for tracking the clip's subject, athlete, and ball.
• Wrote video annotation tool for ongoing additions to data set.
• Built video effect automation with ffmpeg and scikit using YOLO and DeepSort.
• Streamlined complete deployment pipeline with Bash and gcloud to GCP.
• Extended Track Authority Music platform and API to connect all rating and reward services.

• Brands include:
• pickupmvp.com
• therapruler.com
• fantasytrackball.com
• jetsetlovers.com
• thebeatbazaar.com
• rsoundtrack.com/est

• 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.

• 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.