I build systems that combine software, automation, and AI to simplify complex operations.

My work sits at the intersection of development, infrastructure, and applied AI.

I’m usually brought in when systems start to break down, when tools don’t integrate cleanly, workflows depend too much on manual effort, or the underlying logic isn’t clearly defined.

I focus on understanding how things actually work end-to-end, then designing solutions that are reliable, scalable, and easy to reason about.

• Design and build API-driven systems and integration layers
• Turn manual workflows into automated, event-driven processes
• Apply AI to real-world use cases (classification, extraction, decision flows)
• Develop internal tools and SaaS platforms
• Structure and optimize complex, evolving systems

• Working with LLM APIs for production use cases
• Prompt engineering for structured outputs and workflow automation
• Building AI-assisted pipelines for data extraction, tagging, and validation
• Designing systems that combine human input with AI decision layers
• Exploring fine-tuning and domain-specific model behavior

Focused on applied AI, not experiments, systems that run and deliver value.

Backend
PHP, Laravel, WordPress (custom systems, WooCommerce)

Frontend
Livewire, Alpine.js, Blade

Infrastructure
Self-managed server environments, custom deployment pipelines, AWS-based systems

Core Concepts
APIs, Webhooks, Queues, Background Jobs
System Design, Data Flow Architecture

• Building AI-assisted systems for operational workflows
• Developing SaaS products around finance and internal tooling
• Improving reliability and visibility in integration-heavy environments

I start with flow, not code.

• Understand how data moves
• Identify where friction exists
• Remove unnecessary complexity
• Introduce automation or AI where it actually adds value

Most systems don’t need more features, they need better structure.

• Long-term systems over short-term fixes
• Clarity over complexity
• Practical AI over theoretical implementations
• Build once, scale properly

If you're working on systems involving APIs, automation, or AI and things are getting messy, I can help bring structure to it.