Software Engineer · Builder

You have an AI idea, a prototype, or a product that's stuck. I find what's blocking it and ship the fix — then explain every decision to your team and your investors.

Proof, not adjectives

Conference demo

A live medical AI app, shipped for an international medical conference.

Next.js · FHIR · GPT-4

10 days

Zero to production, end-to-end.

full event-sourced backend

−70%

Cut a client's monthly cloud bill. Zero downtime.

cloud · storage migration

−95%

Test suite: 10 minutes → 30 seconds.

CI · static analysis

v3.0.0

Code shipped in an open-source library other developers build on.

performance · open source

3+ yrs · AWS Certified · CS50 (Harvard) · open source contributor

What I actually do

I find what's costing you — and I cut it.

The AI prototype that won't scale. The architecture nobody wants to touch. The feature stuck in review for three sprints. I take the expensive problem everyone learned to live with — and I cut it.

Selected work

  • Clinical-decision-support AI chatbot

    • Next.js
    • Vercel AI SDK
    • GPT-4
    • FHIR

    Built the full frontend for a HIPAA-compliant medical AI chatbot — voice input, tool-calling, production-ready.

    Shipped on time for an international medical conference.

  • AR spatial-intelligence platform (backend)

    • Laravel
    • PHP
    • Azure
    • CI

    Owned backend reliability: cut test time, migrated cloud storage, rolled out static analysis.

    −95% test runtime · −70% infra cost · 200+ issues found.

  • AI travel-booking concierge

    • Vue
    • Nuxt
    • AI SDK
    • Gemini

    Built an AI chatbot and real-time validation into the booking flow.

    Higher conversion. Cleaner UX.

  • WordPress → Nuxt migration

    • Vue
    • Nuxt
    • Feature flags

    Migrated a WordPress-backed Vue app to standalone Nuxt, component by component, behind feature flags.

    Zero data loss. Incremental delivery.

  • AI services marketing platform

    • Next.js
    • Playwright
    • Atomic Design

    Set up the project architecture and built visual regression testing with Playwright — accessibility in CI from day one.

    Near-zero visual regressions · WCAG in CI.

Karol Binkowski

Who you'd be working with

I'm Karol — engineer and builder, based in Kraków. I take projects that are stuck or have no clear brief and ship them end-to-end. AI products, backends, performance work — whatever the problem actually is. I write down the why behind every decision, because in six months that reasoning is the only thing that saves you.

"I can confidently recommend Karol as a solid and dependable engineer."
— Marcin Ostrowski, Agile Leader & Coach

How I work

What working with me looks like.

  1. 01

    I own the outcome

    Give me the problem, not a task list. I find the path, flag risks early, and ship — you don't chase me.

  2. 02

    Remote, async, international

    Contract, remote, worldwide. I work async-first with overlap for calls that matter. Decisions in writing, so your team isn't stuck waiting for me.

  3. 03

    Two versions of every decision

    Your engineers get the technical detail. Your investors get the business case. Same decision, two versions — no translation lost.

  4. 04

    You're paying for the right call

    Not hours. The right decision made once beats the wrong one made fast and unwound in three months. Rate and scope on the first call — no pitch, no surprises.

Let's talk

Have something that needs to ship?

Book a 30-min call. No pitch deck — just your problem and whether I'm the right person for it. Prefer email? I read everything myself.

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