Andy Boothe, Developer in Austin, United States
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Andy Boothe

Verified Expert  in Engineering

Back-end Developer

Location
Austin, United States
Toptal Member Since
August 29, 2022

Andy is a seasoned and award-winning software architecture, software engineering, and data science leader and individual contributor. Specializing in building and growing teams to create scalable, distributed, cloud-native data back-end platforms and applications for internal and external audiences, he looks forward to helping clients build and grow business-critical data and analytic infrastructure.

Portfolio

Real Chemistry
Java, Amazon Web Services (AWS), Google Cloud Platform (GCP), Docker, Python...
IBM
Embedded C, Embedded Linux, Firmware, Java Performance Optimization...

Experience

Availability

Part-time

Preferred Environment

MacOS, Linux, Java, Amazon Web Services (AWS), Google Cloud Platform (GCP)

The most amazing...

...platform I've developed is the AOS internal analytics tools platform that powered projects worth an estimated $100 million in revenue over 12 years.

Work Experience

Chief Architect

2010 - 2022
Real Chemistry
  • Designed and implemented the AOS platform, the primary internal analytics and data science tools platform that powered Real Chemistry's award-winning analytics offering, and then built and led a software engineering team to improve and maintain it.
  • Built Real Chemistry's data science team to grow analytics services offering, improve the efficiency of analytics project execution through automation and machine learning, and increase analytical sophistication of project deliverables.
  • Coordinated internal analytics, data science, and software engineering teams to design and build analytics products, such as SocialGraphics, Magic 8 Ball, and COR COVID Communications Center, winning multiple SABRE, MM+M, and PRWeek awards.
  • Partnered with leaders throughout the company to evangelize analytics and data science internally and with clients to develop business.
  • Led multiple analytics projects for high-profile clients such as Procter & Gamble, Pfizer, Intel, Warner Bros., Red Bull, and more.
  • Received various industry awards, such as the 2018 Holmes Report Innovator 25 Americas, and published peer-reviewed research in journals such as JMIR Perioperative Medicine.
Technologies: Java, Amazon Web Services (AWS), Google Cloud Platform (GCP), Docker, Python, Data Science, Data Analytics, Data Engineering, Distributed Systems, Event-driven Architecture, Machine Learning, Sabre Global Distribution System

Head Solutions Architect

2009 - 2010
Innovate Texas Foundation
  • Collaborated with the foundation's leadership to influence the economic development policy of the State of Texas.
  • Led a small team to collate and publish economic development tools and information to promote economic growth in the State.
  • Mentored technology startups as part of the foundation's technology incubator.
Technologies: PHP, Java

Software Engineer

2006 - 2009
IBM
  • Designed and implemented the authentication subsystem for the xSeries Advanced Management Module firmware.
  • Implemented a Linux 2.6 kernel module to improve memory usage tracking of embedded processes by accounting for virtual memory page sharing via page fault trapping.
  • Optimized the performance of WebSphere Business Monitor and published the results in the annual WebSphere performance report.
Technologies: Embedded C, Embedded Linux, Firmware, Java Performance Optimization, SQL Performance

AOS Analytics Tools Platform

AOS is an internal analytics and data science tools platform I built for Real Chemistry that powered its industry-leading and award-winning analytics offering.

The core technology is a microservice orchestration engine implemented as a proprietary programming language, AiryScript, compiled to a Directed Acyclic Graph (DAG), which coordinated a home-grown data streaming platform with Hadoop jobs to collect and process data. The application predated Apache Beam, Airflow, and other modern productivity tools by several years.

A team of more than 100 internal analysts used the platform daily to deliver projects worth an estimated $100 million in revenue over 12 years.

LoPoly Avatars

https://lopoly.me/
This project uses computer vision and machine learning to convert human faces from social media profile pictures into low-polygon social avatars. In the future, I'd like to bring the tool to other social networks and explore different products, such as non-fungible tokens (NFTs).

Personalized Links to StackOverflow Profiles

https://stackoverflow.name/
This project aims to generate vanity URLs for StackOverflow profiles, which are unappealing and verbose, allowing users to create more compact and attractive URLs to point to their profiles. For clarity, it is not owned, endorsed, or affiliated with StackOverflow.

Languages

Java, SQL, Python, Embedded C, PHP, HTML, CSS

Other

Software Development, Software Engineering, Software Architecture, Distributed Systems, Commercialization, Data Analytics, Data Engineering, Firmware, SVG, Machine Learning, Science

Frameworks

Dropwizard, Hadoop, Jersey

Paradigms

REST, Event-driven Architecture, Data Science, Java Performance Optimization

Platforms

MacOS, Linux, Amazon Web Services (AWS), Docker, Google Cloud Platform (GCP), Embedded Linux, Webflow, AWS ALB, AWS Lambda

Libraries/APIs

JAX-RS, Amazon Rekognition, React, jQuery

Tools

Amazon CloudFront CDN, Amazon Elastic Container Service (Amazon ECS), Sabre Global Distribution System

Storage

SQL Performance, Amazon DynamoDB, Amazon S3 (AWS S3)

2008 - 2009

Master of Science Degree in Technology Commercialization

University of Texas at Austin - Austin, Texas, USA

2002 - 2006

Bachelor of Science Degree in Computer Science

University of Texas at Austin - Austin, Texas, USA

JULY 2022 - PRESENT

AWS Certified Solutions Architect

Amazon Web Services

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