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eliospina/README.md

Elizabeth Ospina

Economist (MSc) ·

I build measurement instruments and owner-facing systems where evidence, incentives, and privacy come first — from healthtech signals to Swedish bookkeeping that helps small businesses decide.

Solo builder

revisorapp.se · neuromesure.com · neuroljus.com · Work · Focus · How I build · Stack


Background

I am an economist (MSc in Economics) who designs and ships full-stack AI products — from measurement models and product strategy to production software. I build solo: product, UX, architecture, and code — using AI (Claude, Cursor) to move fast without sacrificing rigour. My training shapes how I work: I prioritise what can be measured, what incentives apply, and what the evidence supports — not opinions dressed as insight.

I work in Spanish, English, and Swedish, across healthtech, accessibility, and practical systems for small businesses. I document and ship in the open, with a bias for systems that are auditable, privacy-first, and useful in real life.

Focus

  • Measurement-first product design (economics applied to behaviour, time use, and cash)
  • Evidence-based AI — data shown, not advice given
  • Owner systems for enskild firma / SMEs — one truth, one next action
  • Solo founder workflow — AI-accelerated build, human-led product judgment
  • Accessibility, sensory understanding, and caregiver-facing tools
  • Privacy-by-design architecture (on-device processing where it matters)

How I build

I am a solo founder who takes products from idea to production without a traditional engineering team. AI is not the product — it is how I ship: Claude and Cursor for implementation, testing, and iteration; economics for what to measure and why it matters.

  • End to end — strategy, UX, full-stack code, payments, deployment, and production ops
  • AI-native, not AI-washing — models run server-side; privacy and evidence stay non-negotiable
  • Build in public — decisions, code, and trade-offs documented here on GitHub

Selected work

Swedish bookkeeping SaaS for enskild firma and small businesses: receipts → approve → booked, VAT buffer, invoices, and weekly owner advice (one truth + one action). Live at revisorapp.se. Tagline: Dina siffror. Din fördel. Varje vecka.

Neuromesure dashboard — thought modes, time use, and distribution metrics

A measurement instrument for thought patterns. Users describe thoughts in natural language; the system classifies them into neutral modes and returns metrics over time. Its principle: it measures and shows data — it does not give advice.

NeuroLjus — empathic AI for sensory understanding

Empathic, privacy-first AI for families and caregivers of non-verbal autistic individuals. Sensory signals are processed on-device; AI analysis is optional. Trilingual (ES/EN/SV), accessibility-first.

Technology

Languages & markup

TypeScript JavaScript Python HTML5 CSS3 Markdown JSON

Frontend

React Next.js Vite React Router Tailwind CSS PostCSS Recharts PWA

Backend & data

Node.js PostgreSQL Supabase Stripe REST API OAuth

AI

Anthropic OpenAI Claude Code Cursor Solo with AI

Mobile & delivery

Capacitor Android iOS Vercel Docker

Quality, tooling & design

Vitest ESLint npm Git GitHub Actions Figma Accessibility i18n SEO Privacy

Current priorities

  • Scaling Neuromesure — wearables integration, mobile delivery, deeper metrics
  • Hardening neuroljus.com in production (recent migration to Next.js 15)
  • Writing and building in public on measurable, human-centred AI

"Ljus som gör det osynliga begripligt" — Light that makes the invisible understandable.

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