Elevation Craft

Resume

Andy Beckwith

AI Orchestration and Platform Engineering. Senior Staff Engineer and Technical Lead.

Denver, Colorado

Senior Staff Software Engineer and technical lead with 24 plus years designing, building, and operating large-scale backend and full-stack systems across SaaS, ecommerce, and financial platforms. Currently focused on agentic systems engineering: AI orchestration workflows with custom guardrails, live data integration, and measurable impact on engineering velocity and operational safety. Brings real-world operational leadership experience as a structural and wildland firefighter and EMT, informing disciplined system design in high-risk and mission-critical environments.

Experience

Senior Staff Engineer, Technical Lead

Zendesk

Mar 2023 – Mar 2026

Denver Metropolitan Area

Designed and shipped agentic AI orchestration on the engineering organization, while continuing to lead the team responsible for Zendesk's email ingestion and ticket creation infrastructure at Gmail-class scale.

  • Designed agentic JIRA story implementation workflows enforced by custom team-persona rules and guardrails. Reduced story review time by 60 to 70 percent, measured via sprint metric scripts and prompted agent skills pulling live JIRA data.
  • Built a cross-tool agentic delivery system spanning implementation, automated testing, and feature rollout monitoring. Integrated Datadog and PagerDuty-backed skills directly into rollout workflows to surface reliability signals in real time.
  • Technical lead for the core team responsible for large-scale email ingestion, HTML decomposition, classification, routing, and ticket creation at Gmail-class scale.
  • Owned architectural direction, delivery strategy, and operational reliability posture for customer interaction processing infrastructure.
  • Reduced production incidents about 50 percent year over year through proactive observability investment and Datadog-integrated rollout monitoring. Reached a steady baseline of fewer than five incidents per quarter, most attributable to upstream and downstream systems rather than introduced defects.
  • Mentored senior engineers and emerging tech leads on system decomposition, tradeoff analysis, and execution discipline.
  • Ruby
  • Rails
  • TypeScript
  • React
  • Datadog
  • PagerDuty
  • MCP
  • LLM orchestration

How this section was assembled

Lieutenant, Structural Firefighter, Wildland Firefighter, EMT-IV

Elk Creek Fire Protection District

Jan 2021 – Present

Conifer, Colorado

Volunteer service alongside varied crews and agencies in high-risk emergency environments requiring rapid situational awareness and disciplined execution. The discipline that informs system design also runs the fire ground.

  • Lieutenant
  • Structural Firefighter
  • Wildland Firefighter
  • EMT-IV

Staff Engineer, Technical Lead

Zendesk

Jul 2018 – Mar 2023

Denver Metropolitan Area

Led backend architecture for ticket ingestion and notification systems and influenced engineering standards across multiple teams.

  • Led backend architecture initiatives that increased resilience and performance of ticket ingestion and notification systems.
  • Coordinated multi-team migrations and performance optimization efforts across distributed pipelines.
  • Influenced engineering standards and long-term architectural strategy beyond immediate team scope.
  • Partnered closely with product and frontend teams to enable new customer interaction features.
  • Ruby
  • Rails
  • React
  • Redux

How this section was assembled

Senior Software Engineer

Zendesk

Oct 2015 – Jul 2018

Denver Metropolitan Area

Senior contributor on the email infrastructure platform handling inbound and outbound processing at mega scale.

  • Senior contributor on email infrastructure handling inbound and outbound processing at mega scale.
  • Solved complex parsing problems with deeply nested HTML and inconsistent client-generated email formats.
  • Built full-stack functionality across Ruby on Rails services, Ember, and React with Redux.
  • Ruby
  • Rails
  • Ember
  • React
  • Redux

How this section was assembled

Web Application Developer, Core UI and Checkout

Best Buy

Feb 2015 – Oct 2015

Richfield, Minnesota

Built Node.js applications supporting server-side rendering and client experiences in high-traffic ecommerce flows.

  • Built Node.js applications for server-side rendering and client experiences in high-traffic ecommerce flows.
  • Node.js
  • JavaScript

How this section was assembled

Architect, Developer APIs and Platform

Best Buy

Feb 2014 – Feb 2015

Richfield, Minnesota

Architected the external Developer API ecosystem and portal, enabling scalable third-party integrations.

  • Architected the external Developer API ecosystem and portal enabling scalable third-party integrations.
  • Defined service patterns, onboarding workflows, and operational standards for partners.
  • Java
  • Ruby

How this section was assembled

Ruby Developer, Integration Engineering

Best Buy

Oct 2012 – Feb 2014

Richfield, Minnesota

Built a Rails marketplace automation platform integrating Best Buy product APIs with eBay listings, enabling $40M plus annual incremental revenue.

  • Designed and built a Rails and Postgres marketplace automation platform integrating Best Buy product APIs with eBay listing systems.
  • Enabled $40M plus annual incremental revenue through automated pricing and inventory synchronization, with particular focus on open-box item sell-through.
  • Implemented batch and event-driven processing pipelines for marketplace operations.
  • Ruby
  • Rails
  • Postgres

How this section was assembled

Senior Web Developer

Wells Fargo

Jul 2009 – Dec 2012

Minneapolis, Minnesota

Led modernization of legacy SOAP and JPF services to RESTful Spring MVC, modernized CI/CD, and grew into a trusted mentor on the team. Selected as Wells Fargo Technology Operations Group Top Performer.

  • Selected as Wells Fargo Technology Operations Group (TOG) Top Performer, recognized among the top one percent of the technology organization for sustained technical excellence. Five out of five performance ratings and multiple merit advances.
  • Led modernization of legacy SOAP and JPF-based services to a RESTful Spring MVC architecture. Introduced team-wide coding, testing, and delivery standards that made production incidents a rare event.
  • Modernized CI/CD infrastructure with CruiseControl pipelines, Maven dependency management, and Gradle-based deployment scripting, enabling coordinated near-zero-click deployments with integrated monitoring.
  • Grew from junior contributor to trusted technical mentor over five years; coached engineers within and beyond the team on architecture, testing discipline, and delivery practices.
  • Java
  • Spring MVC
  • Backbone.js
  • Maven
  • Gradle
  • CruiseControl

How this section was assembled

Web Application Developer

Wells Fargo

Jan 2007 – Jun 2009

Minneapolis, Minnesota

Built and shipped the internal Wealth Management CRM for Private Banking and the Banker Loan Information System as an integrated companion product.

  • Contributed to design and build of the internal Wealth Management CRM platform for Private Banking. Covered sales, leads, opportunities, and referrals for commercial real estate loans, private aircraft financing, and trust instruments.
  • Built the Banker Loan Information System as an integrated companion product.
  • Developed full-stack functionality across Java and Spring MVC services and Backbone.js frontends consuming RESTful and SOAP APIs in a regulated banking environment.
  • Java
  • Spring MVC
  • Backbone.js
  • SOAP
  • REST

How this section was assembled

Skills

AI and orchestration

  • Agentic systems and LLM orchestration
  • AI workflow integration
  • MCP (Model Context Protocol)
  • Prompt engineering and guardrails
  • Local model experimentation

Infrastructure and systems

  • Distributed systems
  • Backend infrastructure
  • Email and ticketing platforms
  • HTML parsing and classification
  • API architecture
  • Event processing
  • Reliability engineering
  • RAG
  • DAG

Languages and frameworks

  • Ruby
  • Python
  • Go
  • TypeScript
  • Java
  • Node.js
  • React
  • Ember
  • Backbone

Leadership

  • Technical lead
  • System design
  • Mentorship
  • Incident response
  • Cross-team coordination

Education

  • University of Wisconsin, Madison

    Computer Science · AI Concentration

    Neural networks and backpropagation, image recognition, heuristics, fuzzy logic.

  • St. Cloud State University

    Computer Science

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