Projects
A curated selection of projects that demonstrate practical approaches to engineering leadership, AI-enabled development, and modern infrastructure. These are case studies focused on outcomes and patterns rather than comprehensive repository listings.
Local AI Infrastructure for Software Teams
A reference architecture for running open-weight AI models on local hardware to support code review, documentation generation, and developer tooling without sending sensitive code to external APIs.
Technologies
RustPythonDockerllama.cppvLLM
Outcomes
- ✓Reduced dependency on external AI APIs for internal tooling
- ✓Demonstrated viable local inference for code completion and review
- ✓Published open reference implementations for community adoption
Engineering Team Automation Toolkit
A collection of reusable automation patterns for software teams — from CI/CD pipeline templates to documentation-as-code workflows that reduce operational overhead and improve consistency.
Technologies
TypeScriptGitHub ActionsMarkdownBash
Outcomes
- ✓Standardized onboarding across multiple teams
- ✓Reduced repetitive manual tasks by automating common workflows
- ✓Improved documentation quality through structured templates
Cloud Infrastructure Migration Framework
A structured approach for migrating legacy monolithic applications to cloud-native architectures using infrastructure-as-code, containerization, and gradual strangler-fig patterns.
Technologies
TerraformKubernetesAWSGoHelm
Outcomes
- ✓Enabled zero-downtime migration for production services
- ✓Reduced infrastructure costs through right-sizing and auto-scaling
- ✓Established repeatable migration playbooks for future projects