Range / From systems to interfaces
Different kinds
of building.
I work across the platform, the application, and the experience people use. The tools change with the problem.
Platforms & infrastructure
The foundations that keep a product running.
Cloud infrastructure, repeatable environments, deployment pipelines, and production troubleshooting. I work with AWS, Terraform, and CI/CD, including release paths for web products and native apps.
Backend systems
The work behind the interface.
Node.js, TypeScript, and NestJS. APIs, payments, background processing, data access, and performance work. My experience includes commerce products and financial processing where slow queries and system limits matter.
Web & native applications
Software people can actually use.
React, Angular, and Astro for the web. Swift and SwiftUI for macOS. React Native and Expo for iPhone. Projects range from creator tools and learning experiences to menu-bar apps, widgets, and timers.
AI integration & experimentation
Build it, then question the output.
Model integrations, output validation, and evaluation of generated text. I also experiment with Python, LoRA, and QLoRA fine-tuning, including training and evaluating a writing-style adapter. That work is an experiment, not a claim that the quality problem is solved.