Product Engineering

Astro SSR & React

Design Systems & Tokens

Webflow Architecture

Conversational AI

n8n Automation

MCP Integrations

GSAP & Motion

UX Engineering

Karen Ortiz

I design and build AI-powered web products, from architecture to the last pixel.

Software Engineer focused on Product Engineering & Web Experiences. I design systems, components, and agents that connect UX, infrastructure, and AI into production-ready products.

  • Web architecture and development with Next.js, Astro, TypeScript, and decoupled stacks.
  • Token-first design systems and npm libraries for distributed product teams.
  • AI integrations (MCP servers, LLMs, automation) that enable non-technical teams.
Open to full-time & freelance
Remote, worldwide
Relocation: Canada, Norway & Japan
01 / Product essays & case studies

How I think — and what I've shipped.

Long-form essays on architecture and AI workflows, plus selected client builds. Essays go deep on decisions; case studies focus on outcomes.

Product essays

In-depth pieces for hiring managers and engineers: readable in plain language, technical when you want the detail.

Client work

Shipped products and platforms where I led product thinking, UX, and engineering.

Astro
Docker
GSAP
Claude Code
Next.js
PostgreSQL
React
TypeScript
Figma
GitHub
Webflow
Cloudflare
03 / Why work with me

I bridge engineering without the usual handoff friction.

[ 01 ]

Senior product thinking

I design with business goals, user behavior, and technical constraints in mind.

// 02

Built to ship

My work translates cleanly into systems, components, and production-ready code.

-> 03

AI with intention

I use AI where it improves workflows, tools, or product value.

<> 04

Low-friction collaboration

I work fast with founders, designers, and engineers across the full product cycle.

With these tools
Next.js
React
TypeScript
Astro
Tailwind CSS
Figma
GSAP
Payload CMS
Supabase
Vercel
Node.js
PostgreSQL
Docker
Python
Git
Services01 — 06
01

Product & UX Engineering

RESEARCH, UX/UI, PROTOTYPING, FULLSTACK

I define, design, and build new features or full products. Light research, UX/UI, prototypes, and fullstack development in the same flow.

02

Modern Web Experiences

NEXT.JS, ASTRO, REACT, TYPESCRIPT, APIS

I build sites, dashboards, and web apps integrating APIs, databases, and external services ready for production.

03

AI-Driven Interfaces & Workflows

MCP, LLMS, AGENTS, AUTOMATION

I design and build context-aware interfaces where AI makes sense, turning it into agents and automations that improve your product and internal processes.

04

Design Systems & Internal Tools

TOKENS, COMPONENTS, NPM, STORYBOOK

I create or evolve your design system, component libraries, and internal tools so product, design, and dev work on the same foundation.

05

UX & Conversion Improvements

ANALYTICS, A/B TESTING, RETENTION

Data-driven optimization for active products. I analyze user flows, performance bottlenecks, and retention metrics to deploy targeted improvements.

06

Architecture & Tech Guidance

STACK, INFRA, INTEGRATIONS, ROADMAP

I guide founders and small teams to make good stack, architecture, and integration decisions. Thinking about what you'll need in 6 to 12 months, not just the next sprint.

04 / Reviews

Trusted by design-led companies & engineering teams

I partner with teams across LATAM, the US, and Europe that take product design, architecture, and applied AI seriously.

01 / 10What they say about my work

Her constant willingness to learn has kept her at the forefront of her field. Karen has shown excellent communication skills with both team members and clients, ensuring timely delivery of high-quality projects.

Elias Aquique

Elias Aquique

CEO, Sodio Comunicacion Visual

About me

Companies partner with me for my product sense + technical instincts.

I connect product thinking, UX, and engineering, so decisions make sense for users, the business, and the codebase.

I care about the craft, from the architecture and design system to the final micro-interaction in production.

I define scalable systems (design tokens, components, internal tools) that help teams move faster instead of starting from scratch every time.

I use AI with intention, turning it into workflows, agents, and tools that actually help teams ship better work.

Learn more about me
Contact

Let's talk about your product

Open to freelance and full-time roles in product engineering.