What I Build
I architect platforms that multiply team productivity—from AI-powered test generation and analytics dashboards to CI/CD infrastructure and developer tooling. Whether stabilizing critical build systems, building intelligent automation, or creating force-multiplier tools, I focus on eliminating toil and enabling teams to work faster.
AI Test Automation
- Production RAG systems with domain-specific context
- Conversational IDEs enabling natural language workflows
- Potentially reducing test creation time by >50%
Test Infrastructure & CI/CD
- Build system stabilization preventing org-wide paralysis
- CI/CD optimization (2+ hours to 45 minutes)
- Framework migrations completing stalled initiatives
Developer Productivity Tools
- Full-stack analytics platforms (Angular, Django, MongoDB)
- Custom IDE extensions and developer tooling
- Intelligent search engines democratizing access
Strategic Leadership
- Monthly roadmap presentations to VP Eng/CTO (12+ months)
- Led E2E Reliability Meeting for 2 years (training & mentoring)
- Troubleshooting Playbook author & knowledge codification
What I'm Building Next
Pushing the boundaries of AI-powered developer productivity and platform engineering.
AI-Powered Test Automation Platform
Foundational Phase Complete | Scaling to Team Adoption
Built a conversational IDE leveraging Claude Code with human-in-the-loop workflows. Engineers describe what they want to test in natural language, and the system generates framework-compliant, domain-aware tests using skills, commands, and context management. Application complete—now implementing dual-search RAG (production + branch-only changes) and driving adoption.
Core Capabilities:
- • 4-step conversational workflow (plan → setup → record → integrate)
- • RAG knowledge base: ~300 data load scripts indexed
- • Playwright MCP integration with Anthropic Haiku for test recording
- • Planned: Dual-context search (production + branch-only changes)
View Mermaid Source
graph TB
subgraph "User Interface"
A[Engineer] -->|Natural Language Request| B[Conversational IDE<br/>Claude Code SDK]
end
subgraph "AI Platform Core"
B --> C[Sub-Agent Router]
C --> D[Data Setup Generator<br/>Clinical trial test data]
C --> E[Test Generator<br/>Playwright test logic]
C --> F[Test Integrator<br/>Framework compliance]
end
subgraph "Knowledge Base - RAG System"
G[(Production Context<br/>Django Models<br/>Test Patterns)]
H[(Branch Context<br/>Local Changes)]
I[Context Engine<br/>Domain-specific retrieval]
end
D --> I
E --> I
F --> I
I --> G
I --> H
J[Generated Tests<br/>✓ Framework compliant<br/>✓ Domain aware<br/>✓ >50% time reduction] --> K[IMPACT<br/>80% faster test creation<br/>Experimental Phase]
D --> J
E --> J
F --> JEarly Results:
- • Potentially reducing test creation time by >50%
- • Generates data setup + test logic + framework integration
- • Currently in experimental validation phase
- • Team members onboarding to the platform
Strategic Leadership & Mentorship
Leading technical strategy, knowledge transfer, and team enablement through sustained organizational involvement.
Executive Communication
Monthly roadmap presentations to VP Engineering and CTO for 12+ months, defining automation strategy and aligning technical initiatives with business goals.
Team Training & Mentorship
Led E2E Reliability Meeting for 2 years, providing hands-on training, debugging guidance, and mentoring engineers on test automation best practices.
Knowledge Codification
Authored comprehensive Troubleshooting Playbook transforming tribal knowledge into institutional documentation that enables junior engineers to solve senior-level problems.
Let's Build Something Together
Currently Seeking:
Senior Test Automation Engineer positions where I can build AI-powered test automation tools and improve test infrastructure.
Location: San Diego, CA | 8 years fully remote | Open to remote-first companies