Jakub Szura

Who
I run products, and I still build things myself. Tinkering with tech since I bricked my first phone at 13.
Where
Copenhagen.
This site
My story, honestly, for founders who need someone to build with.

2012 age 13 · the phone

I bricked my first smartphone.

Motorola Droid RAZR. Age 13. No clue how it worked. One thought: there must be a way to make it better.

Rooted it. Custom ROMs. Bricked it. My brother soldered a service cable and brought it back to life.

Then every flagship phone through high school: summer jobs to buy it, then root it and flash it. Hacked games too. A friend is still trying to beat my fake Subway Surfers score .

After that: hacked Xboxes and the whole family's tech support. I was that guy.

2013–14 age 14–15 · the radio

Then radios: my first go at firmware and transmission systems.

My brother and I got a big 2 m glider. We soldered it back together after the first crash, but my real fun was the transmitter: flashing its firmware and tuning every setting until it flew the way I wanted.

The clip: a couple of years later, still flying it. The landing: not our finest.

2018 age 19 · choosing what's next

Tech or business?

I loved tech. But I'm social, and IT looked like it was only for nerds, so business school looked like the sensible choice. I went back and forth on it for a long time.

Then I found Medialogy in Denmark: tech, but about how it meets people. It felt like both. I moved to Aalborg.

Once I found it, the easiest decision of my life.

2018–21 Medialogy, Aalborg

Average student in high school. Then something clicked.

I kept ending up as the team's product manager, still with my hands in the code, and I was always full of project ideas that got the group excited. The guy who finds a fix for every problem. One example:

COVID hit near the end of the bachelor's, and I barely studied through it. No master's after: it looked a lot like the bachelor's again, and I'd rather get a job and see what the real world looks like.

Grade average: around 10 on the Danish 12-point scale. I didn't care much about grades.

  • COVID: no user testing in personRemote testing on my own server
  • The team needs someone to coordinateI'll take PM, and keep coding
Three uni projects Binaural audiobooks, mixed reality, AI for photographers.
  • 3D audiobooks (binaural audio). Software and a physical prototype for making and listening to binaural audiobooks. My part: designing the MUSHRA listening test and running it remotely on my own web server, mid-pandemic. Video › Code ›
  • Stylizing mixed reality. On a Varjo headset: visual styles that make the real and the virtual hard to tell apart. My part: the research, running the tests and the numbers, the technical requirements and how the group worked. Video › Code ›
  • AI-assisted photo culling, with Capture One. AI that helps photographers pick their best shots, built in scrum with Capture One's designers. My part: designing and building the AI features with the team. Video › Code ›

Every semester I was sure we'd build the next Apple. We didn't.

2021–22 first job · IT consultant at SimplerQMS

First job. A lot to learn, fast.

Found a job within a month: IT consultant at a small startup. Their M-Files setup was new to me, so I dug in until I understood it properly. Then I moved the whole team from waterfall to scrum myself, and built a better release process for customer updates.

Still itching to travel, so I quit, with half a year's notice. They took it well, and the CEO wrote me a reference. I liked working with him.

From the reference letter · August 2022

“…significantly improving the process of updating to new software versions for customers in a cloud environment.”

“I am sad to see Jakub leave the company and he will be missed.”

Jacob Sjørslev Hyrdum, CEO of SimplerQMS, former VP at Ambu

Full letter on request.

2022–23 quit my job · almost a year backpacking

I quit my job to go backpacking. With six months' notice.

My brain didn't stop, though. Most of South America, then Southeast Asia. Two months in, the tech ideas were back. In a jungle.

Bought a drone. In Asia I started In-Drone: one-shot FPV films of villas and resorts. It paid for the road.

In-Drone

One-shot FPV films of villas and resorts: a single flight, no cuts. I started it in the second half of the trip, in Southeast Asia, with a drone I bought on the road.

It paid for the travel, and it was exciting, which mattered as much. I'm relaunching it from Copenhagen.

indrone.dk ›

In the end, my heart came back to Copenhagen: the best place for me to be and to grow.

IndonesiaArgentinaChileNorwayMexicoUruguayBrazilBoliviaPeruColombiaFranceEcuadorCubaUnited Arab EmiratesThailandSwedenUkrainePolandAustriaHungaryRomaniaGermanyBulgariaGreeceTurkeyAlbaniaCroatiaSwitzerlandLuxembourgBelgiumNetherlandsPortugalSpainIrelandSri LankaItalyDenmarkUnited KingdomIcelandMalaysiaSloveniaSlovakiaCzechiaParaguayEgyptBosnia and Herz.MacedoniaSerbiaMontenegroKosovo

52countries so far
27% of the world, and counting

2023 back in Copenhagen

I made the flat run itself.

Home Assistant and the cheapest gadgets AliExpress had. Programmed all of it. Soldered half of it.

  1. A robot finger runs the old dishwasher at night, when power's cheapest
  2. TV light sync: 300 kr of splitters + Arduino, not a 3,000 kr box. IR remotes switch the HDMI inputs; the plants report their humidity
  3. Radars know where you are; the light follows you around
  4. Door sensors
  5. Curtains on Alexa
  6. And a 20 TB Plex home media server, because streaming kept raising prices and region-locking my shows. ChatGPT was barely out.
How it's all built the lab ›

2023–25 RISMA

A new role nobody had defined. So I defined it.

Role

AI Product Specialist → AI Product Owner

What the job is

  • AI workshops for the whole company
  • Fix the release process
  • Start an AI feature on my own initiative
  • Run my own team: UX, front-end, back-end, in scrum
  • Ship an AI legal-help chat
  • My AI team built on-prem contract extraction on open-source models, with data kept in the EU while competitors sent theirs to US clouds

+20%

raise, 4 months in

+20%

again at one year

~15

devs who wanted to work like my team

2025 the wall

Others wanted to work the way my team did. Not much changed.

About a year in, a good part of the dev department (around 15 people) told me they'd like to work the way my team did, and the dev managers backed it. We had a big meeting with the CEO. It got a bit awkward. People agreed. Not much happened after.

Then came a merger. Things slowed down, old habits stuck, and it felt like the people doing the work weren't being heard. I pushed for a while, then lost hope.

Maybe other companies do it better. From what my friends tell me, often not. Either way, watching that much talent and time go to waste wasn't for me.

So I went to touch grass. After years behind a screen I wanted a physical job. That's why Madrid.

2025–26 six months in Madrid

Half a year behind a bar in Madrid. No laptop.

Needed a break. Poured drinks, learned Spanish. Exactly what I needed.

Drop tech? Hell no. To learn faster I wrote a script that pulls the hardest words out of a show's subtitles. Shared it. That became tv-learn, now Sub-Optimal.

— ¿Te apetece tomar algo?
— Venga, pero no me líes, que mañana madrugo.

  1. 1A scriptfor my own Spanish
  2. 2tv-learnshared it, friends joined in
  3. 3Sub-Optimala real product, real users

Sub-Optimal

Turns the shows and videos you already watch into a language course.

  • Subtitles for any YouTube video, films and series
  • Pulls out the words you'll struggle with: drills, sentence mining, Anki export
  • Your Plex or Jellyfin library with interactive subtitles
  • Books with glosses for the hard words; Chrome and Firefox extensions

Try Sub-Optimal › How it's built ›

Built and co-owned with friends from Smoothless.

2026 back in Copenhagen, as planned

A regular job? No thank you.

Back in Copenhagen, doing it my way. Smoothless: the Discord where Martin and I got our uni friends building together. Two of them already have an App Store app; they co-own tv-learn with me. In-Drone is relaunching here.

uni friendsSmoothlessour DiscordMeMartintv-learnco-ownedTheir App Store appIn-Dronemine, relaunching

Always projects

What I build when nobody's paying me.

8 projects. Most of them are running right now, on a Mac mini in my flat and one rented server.

Language-learning app · real users

Sub-Optimal (tv-learn)

Turns the shows and videos you already watch into a language course.

  • Subtitles for any YouTube video (Whisper), plus subtitles for films and series
  • Pulls out the words you'll struggle with; drills, sentence mining, Anki export
How it's built
  • Watch your Plex or Jellyfin library with interactive subtitles
  • Books split into chapters, with glosses for the hard words; Chrome and Firefox extensions

Built with

  • Nuxt.js
  • Vue.js
  • TypeScript
  • Tailwind CSS
  • SQLite
  • OpenAI
  • YouTube
  • Plex
  • Jellyfin
  • Anki
  • Google Chrome
  • Firefox Browser
  • Vitest
  • Docker
  • Caddy
  • Ubuntu

Runs on: Production on a VPS behind CI that refuses to roll back; a test copy at home.

Built with a friend from Smoothless

Business relaunch + website

In-Drone

One-shot FPV films of hotels, villas and restaurants. Started on the road, relaunched for Copenhagen.

  • Business evaluation, positioning and Danish copy before any code
  • Three design directions, then a fast bilingual static site
How it's built
  • Hero footage picked by measuring exposure across every film, not by eye

Built with

  • Eleventy
  • HTML5
  • CSS3
  • JavaScript
  • NGINX
  • Docker
  • DJI
  • FFmpeg
  • Cloudflare

Runs on: Static site on the home server, behind a Cloudflare tunnel.

AI matcher + document tooling

This CV

One file of facts becomes the CV on this page, the PDF, and a matcher that shows what fits your role.

  • Pick who you're looking for and a camera flies over the two pages, marking what fits
  • Paste a job ad: Claude picks lines from the CV and says why; it can't invent anything
How it's built
  • Private tailoring: a drafted note, a CV marked for one company, a personal link
  • Rate-limited, stores nothing anyone types; PDFs printed by headless Chrome at home

Built with

  • Python
  • Claude
  • JavaScript
  • GSAP
  • Docker
  • NGINX
  • Google Chrome
  • Cloudflare

Runs on: A small Python service next to this site on the home server.

Automation + team page

Volleyball pipeline

Plug the camera in after practice; minutes later the team has a watchable, searchable video.

  • Detects the Insta360, merges its 30-minute segments losslessly with ffmpeg
  • Uploads to YouTube and builds an adaptive 1080p/720p stream at home
How it's built
  • Team page with highlights, timestamps, takeaways, comments and push notifications
  • League table and fixtures pulled from the federation's site

Built with

  • Python
  • FFmpeg
  • YouTube
  • Caddy
  • JavaScript
  • HTML5
  • CSS3
  • Cloudflare

Runs on: Background agents on the home server (the team page is private).

Infrastructure

Home server + smart home

The flat from the story, plus a self-healing media server, monitored around the clock.

  • Plex and its helpers in Docker; anything unhealthy restarts itself
  • Every service checked every minute, with history
How it's built
  • Network-wide ad-blocking and a VPN
  • Home Assistant with Zigbee lights, automations, a wall-tablet dashboard and the DIY gadgets

Built with

  • Docker
  • Plex
  • Proxmox
  • Home Assistant
  • Zigbee
  • Arduino
  • Uptime Kuma
  • WireGuard
  • ZeroTier
  • Apple

Runs on: A Mac mini (it started on a Beelink with Proxmox) and a Home Assistant Green.

Workflow & tooling

The setup itself

One folder, three machines, and instructions any AI agent can pick up from.

  • Every project mirrored live between the laptop and the home server
  • Git for everything; production only through CI
How it's built
  • Each repo explains how it works and where it stands, so any model can take over
  • An always-on Claude Code session at home, driven from my phone

Built with

  • Claude
  • Anthropic
  • Git
  • GitHub
  • ZeroTier
  • tmux
  • GNU Bash
  • Homebrew

Runs on: Laptop + home server + GitHub.

Product concept + live demo

CoNabo

Neighbours in old apartment buildings sharing the things they use twice a year.

  • Phone-first demo for a live talk: the audience scans a QR code and taps through
  • Share, borrow, co-buy, QR handovers, neighbour track records
How it's built
  • The app only reminds; people decide

Built with

  • HTML5
  • CSS3
  • JavaScript
  • NGINX
  • Docker
  • Cloudflare

Runs on: Static demo on the home server.

Scraper + alerts

ps5-watch

Watched five Danish shops and pinged my phone the moment a PS5 Pro was in stock.

  • One parser per shop: search APIs, JSON-LD, embedded page state
  • Found that the pinned product links were lying (dead SKUs), so it searches instead
How it's built
  • Push alerts through ntfy

Built with

  • Python
  • Docker

Runs on: A container at home (retired once it did its job).

How it all fits together

syncpushdeployMacBook Airwhere I write codeGitHubevery repo backed upMac miniDocker, Plex, monitoringHome AssistantZigbee + the DIY gadgetsCloudflare tunnelno open portsVPSSub-Optimal in productionLive projectsIn-Drone, CoNabo, Sub-Optimal
  • Nuxt.js
  • Vue.js
  • TypeScript
  • Tailwind CSS
  • SQLite
  • OpenAI
  • YouTube
  • Plex
  • Jellyfin
  • Anki
  • Google Chrome
  • Firefox Browser
  • Vitest
  • Docker
  • Caddy
  • Ubuntu
  • Eleventy
  • HTML5
  • CSS3
  • JavaScript
  • NGINX
  • DJI
  • FFmpeg
  • Cloudflare
  • Python
  • Claude
  • GSAP
  • Proxmox
  • Home Assistant
  • Zigbee
  • Arduino
  • Uptime Kuma
  • WireGuard
  • ZeroTier
  • Apple
  • Anthropic
  • Git
  • GitHub
  • tmux
  • GNU Bash
  • Homebrew

The CV

Who are you looking for?

Pick one, and the CV shows you what matters for it.

Download PDFFull size ›

Jakub Jan Szura.

Product owner who still builds things

Jakub Szura

I take things that don't work well and make them work better: products, teams, release processes, a whole flat. Two years building and running an AI product team at RISMA, a startup before that, and always something of my own on the side. I want an early team with real stakes, where I can own things. Drones and emergency response if I get to pick.

20192020202120222023202420252026MedialogySimplerQMSBackpackingRISMAMadridNow

Work

Dec 2025 – Jun 2026

Six months in Madridbartender, by choicestory ↗

  • A break from screens behind a bar. Learned Spanish on the job, and wrote the script that became tv-learn.
Nov 2023 – Nov 2025

AI Product Specialist → AI Product OwnerRISMA Systems, Copenhagenstory ↗

  • Built and ran the company's AI team (UX, front-end, back-end) in scrum.
  • Shipped the team's first feature: an AI legal-help chat inside the product.
  • Built on-prem contract extraction on open-source LLMs, with customer data kept in the EU, first among our competitors.
  • Started the AI feature work on my own initiative, before I was even in the dev department.
  • Ran AI workshops for the whole company and brought AI tools into its processes.
  • Led release management and a Power BI integration, outside my own department.
  • Around 15 developers asked to work the way my team did.
  • Two ~20% raises in a year (at 4 months and at one year).
Ran the AI team. Shipped.LLMs in production, EU-hostedBuilt the on-prem serverFixed releases. Again.
Sep 2022 – Jul 2023

Almost a year backpackingSouth America, Southeast Asiastory ↗

  • Quit with six months' notice to go. 52 countries so far.
  • Started In-Drone on the road: one-shot FPV films for villas and resorts. It paid its way.
Started In-Drone on the road
Nov 2021 – Sep 2022

Junior IT ConsultantSimplerQMS (startup), Copenhagenstory ↗

  • Led projects with internal and external developers on ISO 13485 quality-management software for life science.
  • Moved the team from waterfall to scrum: documented procedures and clear roadmaps.
  • Rebuilt how customers' cloud systems were updated to new versions (named in the CEO's reference letter).
  • Learned the M-Files platform from scratch until I was the one who had it under control.
Waterfall → scrumFixed releases

Building now

2025 –

Sub-Optimal (tv-learn)co-owner · language learning from what you watchstory ↗

  • Grew from my own Spanish script into an app with real users, built and co-owned with friends.
  • LLMs pick the words you'll struggle with; Whisper subtitles any video. Nuxt, TypeScript, SQLite, Docker.
Real usersLLMs pick the wordsBuilt it, runs it
2023 –

In-Dronefounder · one-shot FPV filmsstory ↗

  • Relaunching in Copenhagen: positioning, Danish copy and a bilingual site I built myself.
FPV films, relaunching
2025 –

Smoothlessco-driver · a builders' communitystory ↗

  • Got our uni friends building products together; two of them have an app on the App Store.
Got people building
Jakub Jan Szura · CV · October 20261 / 2

Things I run

2023 –

Home labsmart home, home server, automationsstory ↗

  • A whole flat in Home Assistant: radar presence lighting, a robot finger that runs the dishwasher at the cheapest hour, TV light sync for 300 kr with an Arduino.
  • My own server: Docker, monitoring, VPN, network ad-blocking. This CV and my story site are served from it.
  • A video pipeline for my volleyball team: plug in the camera, minutes later there's a watchable match.
  • Daily work with AI coding agents; every project is set up so any agent can pick it up.
Runs this CV
2013 –

FPV pilot and tinkerersince I was 14story ↗

  • Flashed radio firmware and set up transmission systems for RC planes and FPV drones.
  • Rooted and flashed every phone I owned from 13 (and bricked the first).
Since I was 14

Education

Sep 2018 – Jun 2021

BSc MedialogyAalborg Universitystory ↗

  • Product manager in team after team, still writing code. Grade average around 10 on the Danish 12-point scale.
  • AI-assisted photo culling, built in scrum with Capture One's designers. VideoReportPaperCode
  • Stylizing mixed reality on a Varjo headset: research, test design and the numbers. VideoReportCode
  • Binaural 3D audiobooks: when COVID stopped in-person testing, I ran our listening tests remotely on my own server. VideoReportCode
PM in every teamAI with Capture One

Certificates

  • Professional Scrum Product Owner I (PSPO I), Scrum.org. Badge
  • Quality management for medical devices and ISO 13485, medicaldeviceHQ.
PSPO I

Skills

Product

  • Scrum & backlogs
  • User testing
  • Roadmaps
  • Release management
  • Workshops
  • Jira · Notion · Azure DevOps

AI

  • LLM features in production
  • Open-source models on-prem
  • Document extraction
  • AI coding agents
  • Whisper & speech

Build

  • Python
  • TypeScript · Node · Vue/Nuxt
  • HTML · CSS
  • C# · R
  • Docker · Linux · Proxmox
  • nginx · Cloudflare · VPN

Hardware

  • FPV & radio firmware
  • Soldering · Arduino
  • Home Assistant · Zigbee
  • FFmpeg · drone video
Hands-on, not slidesMy actual stack

Also

2026 –

VolunteerDanish Red Crossstory ↗

  • At asylum centres: driving, bike repair, volleyball, whatever's needed.
Red Cross volunteer

Languages

  • Polish (native) · English (fluent) · Spanish (advanced, learned in Madrid) · Danish (basic)

Interests

  • Emergency response and aviation tech. As a kid I wanted to fly the rescue helicopter.
  • Volleyball, piano and choir, cycling, cooking, cocktails.
The north star

References

  • Reference letter from the CEO of SimplerQMS (former VP at Ambu). On request.
Jakub Jan Szura · CV · October 2026The longer story: jakubszura.com · 2 / 2

Always what I believe

What I stand for.

  1. 01Obsession first, money follows.So far it has. ↑ two raises in a year
  2. 02Decent money, not rich quick.Fair pay, keep building.
  3. 03Autonomy, mastery, purpose.Room to own things, people to learn from, a reason.
  4. 04Autonomy, never alone.Collaboration is the fun part. ↑ the team others wanted to work like
  5. 05Fix, don't buy.A soldering iron and 300 kr beat a 3,000 kr box. ↑ the flat
  6. 06All in when it counts.The problem nobody else wants. ↑ since 13
  7. 07Small and real over big and bloated.Things should move.

What I keep coming back to

People who save lives.

Firefighters, ambulances, emergency response, and the tech they run on. As a kid I wanted to fly the emergency helicopter. This year I've volunteered with the Red Cross at asylum centres, talked to emergency-tech people, gone to TechBBQ and kept building.

Haven't figured out where it leads yet. Not going to pretend I have.

Next what I'm looking for

Not a job. An early team where I can own things and make them better.

Real stakes, real people on the other end. Drones and emergency response if I get to pick. Any startup building something real if I don't. Got one? Write me.

There must be a way to make it better.

The 60-second version

I get obsessed, then I get it done. I'm looking for an early team where I can own things and make them better.

Now
Copenhagen. Building tv-learn (Sub-Optimal) and In-Drone with friends. Red Cross volunteer.
2023–25
AI Product Owner at RISMA: built and ran the AI team, shipped the first AI features, two ~20% raises in a year.
2021–22
IT consultant at SimplerQMS, a startup: helped move it from waterfall to scrum, worked on the release process.
2022–23
Quit with six months' notice to go backpacking for almost a year. Started In-Drone on the road.
2018–21
BSc Medialogy, Aalborg University. PSPO I certified.
Languages
Polish, English, Spanish, some Danish.
North star
Drones, emergency response, tech that matters to real people.

Download CV (PDF) Write to me ›

Or the full CV, tuned to who you're looking for ›