R-02 / AWS / CI/CD / AI-assisted automation / observability
DevOps and Cloud Operations Engineer
DevOps and cloud operations engineer with a backend development foundation. Designs highly available AWS systems, automates delivery, and instruments production workloads. Applies AI-assisted software development to infrastructure code, diagnostics, release validation, and operational documentation.
01 / Experience
Professional experience
Independent Product / Platform Engineer
Independent Development · Remote
- Founded and launched Safety Ally in 2026, taking the complete product from an empty repository to production in two weeks; subsequently expanded it with additional features and refinements while owning product strategy, architecture, UX, engineering, AWS operations, support, and go-to-market.
- Designed and built Job Agent and Pilot, agentic systems that use tools, persistent context, external research, decision rules, repository inspection, state tracking, outcome verification, and adaptive multi-step workflows to create career and software-development artifacts.
- Built a durable check-in engine with timezone-aware recurrence, transactional notification queues, database leases, retries, staged escalation, acknowledgement, and resolution workflows.
- Deployed and operate the ARM64 AWS production stack with health-gated releases, validated deployment automation, rollback procedures, and end-to-end logging, metrics, tracing, and dashboards.
- Build client tools, database tuning, and API integrations in Ruby, Python, Go, JavaScript, and TypeScript.
Lead Backend Developer / Technical Team Lead
GoX Labs · Remote
- Migrated legacy services to AWS ECS and reduced infrastructure costs during a lean operating period.
- Set up CI/CD pipelines for automated testing and deployment.
- Upgraded Rails 5 to Rails 7 with zero downtime.
- Instrumented services with logging and monitoring and debugged production issues across the Ruby/Rails stack.
Custom Solutions Manager
Comcast Technology Solutions · Remote
- Built and open-sourced the MPX SDK (cts-mpx) and CI tooling in Ruby.
- Replaced manual Flash-console deployment work with automated ACI-driven transformations, reducing deployments from six hours to one minute and saving approximately $300,000 per year.
- Designed 654 RSpec examples across cts-mpx and cts-mpx-aci using shared contexts and examples, custom matchers, dependency isolation, API mocking, and failure-path tests, reaching 98.65% and 96.79% coverage.
- Built and open-sourced MPX ACI (cts-mpx-aci), a graph-aware transformation engine for migrating media configurations and dependencies between development and production environments.
- Eliminated daily help-desk work by fixing recurring system problems and simplifying operational workflows, removing the need for dedicated daily support coverage.
Technical Support Lead
Comcast Technology Solutions · Remote
- Led the support team for high-traffic media services and owned incident response end to end.
- Built Splunk dashboards tracking latency, error rates, and throughput and configured alerts to surface problems before customers reported them.
- Improved mean time to recovery through operational tooling, runbooks, documentation, and training.
Senior Support Engineer
thePlatform for Media · Seattle, Washington
- Investigated media ingest, transcode, and publishing failures.
- Deployed production services with Capistrano and later with Rundeck and TeamCity as the delivery platform evolved.
- Performed root-cause analysis through log correlation and communicated directly with customers during outages.
Application Support IV
thePlatform for Media · Seattle, Washington
- Served as the final technical escalation before management for complex production issues, coordinating directly with managers and senior operational leaders during outages.
- Traced requests across microservices with Splunk and debugged API failures, timeouts, and data inconsistencies.
- Maintained production host health, participated in a 24/7 on-call rotation, and mentored newer engineers.
Application Support Engineer
thePlatform for Media · Seattle, Washington
- Performed NOC duties for the deployment, health, and maintenance of roughly 2,700 production hosts across two data centers of approximately 1,500 and 1,200 hosts.
- Diagnosed production issues by scraping and correlating logs directly on hosts before centralized Splunk logging was available.
02 / Capabilities
Technical capabilities
AI-Assisted Engineering
AI-assisted development with production-grade verification
- Generative AI / coding agents
- Prompt / context engineering
- Task decomposition / agent orchestration
- Repo-local work plans / durable agent context
- AI-assisted testing / debugging / code review
- MCP servers / tool integration
- Human-in-the-loop validation
Ship
Cloud and delivery
- AWS ECS / EC2 / ECR / RDS / S3 / Lambda
- CloudWatch / IAM
- Docker
- GitHub Actions / CircleCI / Travis CI
- TeamCity / Jenkins
- Capistrano / Rundeck
- Git workflows / code review
Observe
Signals and diagnosis
- Splunk
- Grafana
- CloudWatch
- APM / distributed request tracing
- Prometheus / OpenTelemetry / Tempo
- Dashboards / alerting
Operate
Production systems
- Linux administration
- Bash / shell scripting
- TCP/IP / DNS / HTTP(S) / VPN / SSL
- Incident response / on-call
- Root-cause analysis
- High-availability architecture / disaster recovery
- Runbooks / operational documentation
Build
Services, APIs, and tooling
- Ruby
- Go
- Python
- JavaScript / TypeScript
- Keycloak / OIDC
Data
Storage and performance
- PostgreSQL
Lead
Teams and durable practice
- Technical team leadership
- Architecture and code review
- Mentoring and training
- Cross-functional incident coordination
Collaboration
Cross-team and remote delivery
- Cross-functional / remote collaboration
- Jira / Confluence / Slack / Microsoft 365
03 / Selected projects
Tools and systems
Job Agent and Pilot
Agentic systems for career and software-development workflows, designed and built with tool use, persistent context, external research, decision rules, repository inspection, state tracking, verification, and adaptation across multiple steps.
Independent Product Portfolio
Safety Ally, Lantern, RepoPlay, and DirFlow: independently shipped products spanning safety check-ins, network intelligence, Git history, and filesystem visualization, delivered with AI-assisted workflows and hands-on ownership of verification and operations.
Comcast MPX SDK and ACI
Open-source Ruby SDK (cts-mpx) and graph-aware transformation engine (cts-mpx-aci) that automated media configuration migration between development and production.
04 / Foundation
Education & recognition
Education / 2007 - 2009
Lake Washington Technical College
Associate in Computer Networking Security and Forensics
Award / Feb 2018
Comcast Starr Award
Awarded for an automated deployment system that reduced labor costs by approximately $300,000 per year.
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