Casey Kramer

Casey Kramer

Principal Engineer - AI and Distributed Systems

Cardiff, United Kingdom

#OpenToWork

About

Backend engineer with 16 years of production experience building large-scale distributed systems: multi-tenant metadata platforms, service-to-service authentication infrastructure, and the custom transports and worker frameworks that hold them together under real production constraints. I like problems where the obvious data model turns out to be wrong. Most recently I’ve extended that into agent-facing systems — building MCP tools and Claude Code skills that expose platform capabilities to AI agents alongside the APIs their human counterparts use.

What I'm looking for

Staff or Principal backend engineering roles, UK-based or remote, focused on large-scale distributed systems ahead of AI-agent tooling specifically. Ideal fit: a large-scale platform that needs both a well-designed MCP/agent-tooling layer and efficient APIs for human consumers — so I get the distributed-systems depth I want plus the agent-facing design work I enjoy. .Net, Go, Scala, or JVM-adjacent stacks.

Experience

Principal Member of Technical Staff, Salesforce

ExactTarget / Salesforce

Jul 2010 – Present

Metadata Platform and API Ownership | Late 2011/Early 2012-2020 Designed, implemented, and owned a multi-tenant metadata platform and its APIs used by other Marketing Cloud product teams, including Journey Builder and Data Sync; became technical lead for its contracts, runtime, diagnostics, and production support. Built a custom asynchronous C#/. NET TCP/IP service layer beneath Apache Thrift; reproduced a concurrency-dependent native crash under randomized load and corrected a pooled-buffer lifecycle race. Designed an F# actor-based orchestration framework with supervised, database- and account-scoped workers, task- specific ordering and deduplication, retries, backoff, and abandoned-work recovery. Diagnosed a range of subtle runtime-level production issues, including a JIT-inlining defect that caused thread-local account context to leak across pooled threads, and built custom tooling on . NET’s core-dump analysis libraries to extract customer data directly from production crash dumps. Approached the platform’s undefined areas methodically: identified what was already certain, stubbed unknowns with fake data and best-guess API shapes designed to be swapped out easily, and pushed to finalize those specifics as the work matured — an approach traced back to practicing Agile at Envisage Technologies. Made extensive production use of Memcache as part of the platform’s caching layer.

GoLLM orchestrationMCP toolsJWTKubernetesRabbitMQC#.NETMemcacheF#

Architect, Mailing List Systems

Architect, Mailing List Systems

Sep 2009 – Jul 2010

Built a self-service SaaS portal and event-driven platform; owned source control, CI, builds, deployments, testing standards, and agile coaching.

SaaSCIEvent-driven platform
Envisage Technologies

Senior Software Engineer

Envisage Technologies

Oct 2007 – Sep 2009

Built internal developer tools and an extensible . NET acceptance-testing platform with CI integration, coverage reporting, plugins, and approachable test authoring in a TDD and pair-programming team.

.NETCITDDAgile
eImagine Technology Group

Senior Consultant

eImagine Technology Group

Apr 2006 – Oct 2007
ConsultingSoftware architectureClient engagement

Senior Consultant

Software Architects / Sogeti USA

Aug 2004 – Apr 2006
ConsultingSoftware architectureClient engagement
Comcast

Business Analyst

Comcast

Oct 2001 – Aug 2004
Business analysisRequirements gatheringStakeholder communication
AccuNet

Internet Systems Engineer

AccuNet

May 1997 – Oct 2001
Internet systemsNetwork engineeringSystems administration

Education

Devry University

Devry University

AAS · Electronics

1994 – 1996

Skills

AuthenticationTechnical LeadershipAPIsObservabilityGraph Data ModelingMicroservicesCI/CDTerraformSQLAWSAgileAgentsLLMJavaKubernetesDistributed SystemsScalaF#GoC#

Languages

English (Native or bilingual proficiency)