Technologies :: Python :: TaylorMadeTraffic.com

Canvassing tool for dispatching and tracking in-person canvass and survey collections.

Rewrote dashboard queries to perform 300% faster, while returning additional metrics, for more dynamic filters.
Optimized React Native application's background location service and offline first functionality

Python Django React Native AWS Chalice ElasticBeanstalk MySQL

Started: 2023-08-01

Launched/Lasted: 2024-03-15

Industries: Analytics, Language, Marketing

Team: Alex Gibson: CTO. E.A.Taylor: Android & iOS Mobile Applications, Web and Mobile APIs

Companies/Brands: FieldWorks

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Bringing order to Cyber Operations

A cyber threat intelligence platform for threat and vulnerability analysis, investigations, testing, and mitigation

Wrote continous monitoring and ingestion system to import, analyze, and score log data without duplicating anything and preserving context and source maps.
Designed advanced penetration tests in order to 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
Configured Docker containers and managed all DevOps to GCP
Building ML model to detect anomalies in web server logs and emails

ReactJS GraphQL ElasticSearch Redis RabbitMQ Minio OpenCTI Google Cloud Platform Python Flask NodeJS Express Antlr4 sklearn.svm sklearn.cluster Docker

Started: 2021-03-01

Launched/Lasted: 2023-12-31

Industries: Cyber Security

Team: E.A.Taylor: Front-End, Back-End. Ray Allen: Product Development. Joseph Anderson: Business Development.

Companies/Brands: Cypher LLC

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A SASS platform for TensorFlow annotations and iterative training

Automating and training quality assurance with image detection

Created several custom Node-Red modules for configuring onprem cameras and communicating with onprem and cloud APIs.
Wrote new API endpoints to for detecting motion and manipulating images with OpenCV
Wrote ExpressJS server for managing photo training data through Minio (AWS S3) and other storage services
Built entire front-end annotation tool with zooming, version controls, infinite nesting of tags
Wrote client-side demo builder to double as a unit testing for reloading randomized training tags
Calcualted shape size and dimension averages per tag type to help QA review tagging across large data sets

Node.js Express.js ReactJS AWS S3 Docker Minio TensorFlow Kubernetes Google Cloud Platform Node-Red Python Flask OpenCV scikit-image structural_similarity

Started: 2018-05-01

Launched/Lasted: 2023-12-31

Industries: Technology, Analytics, Robotics, Manufacturing

Team: E.A.Taylor: Front-End & API. Sam Silverberg: Back-End. Alec Goeckel: Back-End. Aaron Silverberg: Product Development.

Companies/Brands: Flexible Assembly Systems, Refined Motion Engineering

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Play & reward yourself, your community, & all athletes in any sport.

A web and mobile application to find, create, promote and win rewards from live sports matches. Available in the App Store & Google Play

Created entire frontend, backend, Tests and AI for PickupMVP.com
Published Flutter application in App Store and Google Play
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
Built video annotation tool for ongoing additions to data set
Streamlined all DevOps with git and bash scripts to GCP

Python Darknet Google Cloud Platform YOLO scipy.ndimage scikit-image ReactJS Material-UI Drupal mySQL Apache Youtube API Flutter

Started: 2022-04-01

Launched/Lasted: 2023-04-01

Industries: Music, Sports, Events

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

Companies/Brands: TaylorMadeTraffic, Track Authority Music