Product Vision
Kvalty connects school discovery, test preparation, school profiles, reviews, registrations, and monetization into one product.
I do things that matter.
Android engineer, AI builder, founder of Kvalty.cz and Ferda App. Based in Prague.
Powered by mountains and a stubborn drive to build.
I'm a systems builder. Features are the easy part. I think about architecture, distribution, and whether the whole thing still makes sense in two years.
By day, I develop the Fortuna betting app — one of the biggest mobile platforms in Central Europe. By night, I'm co-building Ferda App, an AI child safety platform, and growing Kvalty.cz, the largest independent driving school comparator in the Czech Republic.
Before tech, I sold phones at Vodafone, worked in the Scottish Highlands, and dropped out of university after three semesters. Not the most linear path — but every step taught me something no tutorial could.
I'm a firm believer in what I call "vibe engineering" — not letting AI write code for you, but using it as a sparring partner while you hold the vision and make the hard calls. I'd rather build something with a solid foundation than ship a duct-taped MVP.
"I'd rather build slowly something that makes systemic sense
than quickly ship something that's just glued together."
Ferda App
Prague, CZ · 2026 — Present
CurrentCo-building an AI-powered child safety app that detects grooming, cyberbullying, and self-harm while preserving kids' privacy. Responsible for the web platform, server infrastructure, AI detection pipeline, marketing, and SEO.
Ferda App
Prague, CZ · 2026 — Present
CurrentCo-building an AI-powered child safety app that detects grooming, cyberbullying, and self-harm while preserving kids' privacy. Responsible for the web platform, server infrastructure, AI detection pipeline, marketing, and SEO.
Kvalty.cz
Prague, CZ · 2025 — Present
CurrentBuilt and operate the largest independent driving school comparator in the Czech Republic. Turborepo monorepo with 3 Next.js apps, Hono/tRPC backend, 80-table PostgreSQL + PostGIS database, AI price extraction pipeline, and the "Ralph method" — 20 parallel Claude Code agents that autonomously validated 1,700 schools.
Kvalty.cz
Prague, CZ · 2025 — Present
CurrentBuilt and operate the largest independent driving school comparator in the Czech Republic. Turborepo monorepo with 3 Next.js apps, Hono/tRPC backend, 80-table PostgreSQL + PostGIS database, AI price extraction pipeline, and the "Ralph method" — 20 parallel Claude Code agents that autonomously validated 1,700 schools.
Fortuna Entertainment Group
Prague, CZ · 2023 — Present
CurrentDeveloping the Fortuna mobile betting application — one of the largest sports betting platforms in Central Europe. Focused on the odds/offer section, collaborating with backend teams on data loading optimization and performance.
Fortuna Entertainment Group
Prague, CZ · 2023 — Present
CurrentDeveloping the Fortuna mobile betting application — one of the largest sports betting platforms in Central Europe. Focused on the odds/offer section, collaborating with backend teams on data loading optimization and performance.
Etnetera Flow
Prague, CZ · 2022 — 2023
Developed e-commerce features for the ROSSMANN CLUB app (1M+ downloads). Implemented delivery via Zásilkovna, product video previews, search improvements, and a blog section.
Etnetera Flow
Prague, CZ · 2022 — 2023
Developed e-commerce features for the ROSSMANN CLUB app (1M+ downloads). Implemented delivery via Zásilkovna, product video previews, search improvements, and a blog section.
IS4U
Brno, CZ · 2020 — 2022
Led the complete rewrite of Moje Studium from Xamarin to native Android, including UI/UX design. Significantly improved user ratings. Also worked on university information systems.
IS4U
Brno, CZ · 2020 — 2022
Led the complete rewrite of Moje Studium from Xamarin to native Android, including UI/UX design. Significantly improved user ratings. Also worked on university information systems.
The Torridon & Lochs and Glens
Scotland, UK · 2019 — 2020
Took a detour from tech to work in the Scottish Highlands. House porter at a luxury hotel, then team leader at a restaurant. Learned leadership, communication, and that coding beats carrying luggage.
The Torridon & Lochs and Glens
Scotland, UK · 2019 — 2020
Took a detour from tech to work in the Scottish Highlands. House porter at a luxury hotel, then team leader at a restaurant. Learned leadership, communication, and that coding beats carrying luggage.
The largest independent driving school comparator in the Czech Republic. I built Kvalty as a complete product: public SEO acquisition, Academy, school-owner admin, superadmin operations, API, database model, payments, emails, monitoring, and production operations.
1,700+
Driving Schools
3 apps + API
Product Surfaces
556K
Source + Test LOC
1
Builder
This was not only code delivery. I had to understand the market, design value for students and schools, build the distribution channel, shape the data model, and keep the system running as one person using AI as a force multiplier.
What I owned end to end
Kvalty connects school discovery, test preparation, school profiles, reviews, registrations, and monetization into one product.
Three Next.js apps, a Hono/tRPC backend, Drizzle/PostgreSQL, shared packages, typed contracts, tests, and migrations.
SEO pages, local landing pages, school profiles, pricing transparency, partner offers, and Academy as the growth engine.
Docker, VPS operations, CI/CD, rollbacks, migration guardrails, monitoring, backups, and security hardening are part of the product.
Ferda is a family safety net for the first years of a child's own phone. It is not built on secret monitoring, but on clear boundaries, local evaluation, and an alert only when something serious appears.
Control + Safety
Product Layers
Local-first
Architecture
CZ/SK -> EU
Market Path
3
Founding Team
Product-wise, Ferda is the third way between basic parental controls and invasive monitoring. First a stable Control layer, then gradually validated Safety layers: protection a parent can explain to a child and defend technically.
What Ferda proves beyond implementation
The child knows Ferda runs. The parent does not get the child's regular inbox, only limited context when signals point to a real risk.
The first layer covers onboarding, pairing, limits, apps, websites, location, SOS, and reports. Safety adds validated scenarios gradually.
Ordinary evaluation should happen on the child's device. Server or stronger analysis is used selectively for serious or unclear cases.
On the team I own backend, data, security, privacy, local-first detection architecture, infrastructure, and product UI/UX detail.
Websites, redesigns, and SEO improvements I built for real clients and friends.
After Before Complete redesign for an IT leadership coach. Replaced her Squarespace site with a conversion-focused layout, bold typography, and a clear service structure.
After Before Redesign and SEO overhaul for a Prague plumbing company. Improved content structure, Czech language quality, and local search visibility.
Website for a Czech agile podcast. Bold editorial design with episode player, host profiles, and podcast platform integrations.
Artist portfolio for a Czech rapper. Full-screen video hero, Spotify integration, concert calendar, and booking contact.
Website for two Prague coffee shops. Playful cat-themed branding, location details, menu, and embedded Instagram feeds.
Need a website, redesign, or SEO boost? Let's talk.
Get in touchBefore pivoting to web, I spent 4+ years building Android apps used by millions.
Mobile sports betting application serving millions of users across Central Europe. Contributing to the odds & offer section with focus on performance and real-time data.
E-commerce application with over 1 million downloads. Built product video previews, delivery integration, search improvements, and a blog section.
Complete rewrite of a university student application from Xamarin to native Android. Designed the UI/UX and significantly improved user ratings on the Play Store.
More than prompts. A methodology and a system that ships.
"Not vibe coding — structured, adversarial, intentional."
My 3-phase process for building with AI. Every feature goes through research, adversarial review, and consensus before a single line ships.
A fleet of parallel Claude Code agents that autonomously crawled, extracted, and validated driving school data across the entire Czech Republic.
Human review before every database commit.
Read moreNot just listing them on LinkedIn. These are the technologies I reach for when building real things.
Code is what I do. This is who I am when the laptop is closed.

My hiking buddy, forest navigator, and the reason I actually leave the house. Every trail is better with a dog.
Beskydy, Tatras, anywhere above the clouds. Hiking resets the brain better than any code review.
Sicily by train, Etna on foot, islands by bus. No all-inclusive resorts — just a backpack and a loose plan.
Chess and billiards. Both reward thinking several moves ahead — a habit that leaks into everything I build.
Marvel, Whiplash, Sherlock, Breaking Bad, Stranger Things, House MD — and Czech classics like Comeback and Hospoda.
GTA, strategy games, and anything with a good story. Try typing HESOYAM on this page.
Most devs stop coding after work. I make websites for family trips, friend jokes, and barber careers.
Building things for people around me — whether it's a website, advice, or just showing up.


2nd place, Mladí fotografují památky 2016. Diploma ceremony at Prague Castle, Španělský sál. Hover to see the before.
237K lines of custom code. 3,528 commits. 15 months. One developer. Here's the proof behind the claim.
Read moreI just finished a complete backend rewrite of Kvalty.cz. Replaced Directus with a custom solution. Here's what that actually looked like.
Read moreThe story of the Ralph method — a fleet of parallel Claude Code sessions that autonomously crawled, extracted, and validated every driving school in the Czech Republic.
Read moreWebsites, AI tools, full-stack systems. I make things that work. Got a project? Let's talk.
From business sites to personal portfolios. Fast, responsive, and SEO-ready. Built to convert, not just look pretty.
Your site looks dated or doesn't rank? I redesign it, optimize it, and make Google notice.
Full-stack products, APIs, AI integrations. If it lives on the web and needs to scale, I build it.
One game at a time. Martin plays one side, all visitors play the other.
Chess.com profile →Fetching game state...
No completed games yet.