👋 Hi, I’m Amie Marse

I’m a React-focused full-stack developer who builds real-world AI systems with an emphasis on reliability, thoughtful architecture, and human-centered workflows.

I’m especially interested in projects where technology needs to behave predictably and responsibly — not just impress in a demo.

• AI-assisted applications with deterministic logic where it matters
• Voice-enabled and visual preview systems
• Tools that reduce uncertainty and support better decisions
• Software designed for real usage, QA, and iteration, not hype

React · Vite · Tailwind
Node.js · Firebase (Auth, Firestore, Storage)
Netlify
Voice AI (ElevenLabs)
Product & payment tooling (Payhip, Stripe integrations)

A deterministic, voice-enabled restaurant ordering system with call simulation, order state modeling, and developer debugging tools.
Built to prioritize reliability, auditability, and real-world call flow over generative unpredictability.

A sanitized portfolio demo showcasing a user-centered visual preview workflow for local service businesses.

The goal is simple: reduce uncertainty, build confidence, and help customers understand what they’re buying before money changes hands.

From an engineering standpoint, the focus is on:

• predictable, repeatable image processing
• clear separation between UI and backend logic
• guardrails and fallbacks that keep the experience stable
• using AI as an enhancement — not the centerpiece

A collection of practical AI tools and workflows designed to support real life and real constraints, especially for non-technical users.

This profile exists to share code, architecture, and problem-solving approaches.

Public repositories are intentionally sanitized and brand-agnostic, with an emphasis on how systems are designed rather than who they were built for.

If something here resonates, feel free to explore the code.