Open to AI roles

Michal Malček
AI Engineer / Explorer / SEO

Twenty years across both sides of software delivery, eight of them proving things with measurement. In the last year that turned into AI engineering: one production system delivered and handed over, one running daily on the machine on my desk. One three-day course — everything after that learned from the systems themselves.

Built for Asseco · Google · Lottoland · msg life (part of msg Group) · Swiss Re

Poprad, Slovakia · 10 min from the airport, 2 h to London

What is here

five sides

The hive, in numbers

read 2026-10-21

Factorium's stores as they stand right now — one person, one machine, no team and no budget. Read live from Postgres and Qdrant by a script rather than typed in, because a number you cannot re-derive is a claim, not a measurement.

running while you read this
Embedded points
55,234
Across seven Qdrant collections at 1024 dimensions.
sessions20,138
memory15,439
project ctx5,802
knowledge5,131
code3,751
planning3,529
docs1,444
Knowledge graph
3,252
entities · 38,844 relationships
106 decisions · 283 lessons · 608 concepts
Code graph
3,724
entities · 11,419 relationships
import edges resolved through NodeNext, so blast radius is transitive — 36 files at depth 1, 52 at depth 2, in 34 ms
Living plan
1,061
plan nodes · 605 edges across 16 projects — the plan is a graph in the same database, not a document.
Behavioural rules
41
rules · 226 situational triggers · defeasible, with overrides logged as data rather than treated as violations.

Results

Numbers I can point at, across twenty years. Where something is unverifiable or ended badly, it says so.

Traffic built from zero
30k / 100k
monthly sessions, main site and satellites — German market, no paid links
ERP implementations sold
14
including EN negotiations with German and Polish pilot customers
First-year turnover
€50k
monthly, CEE e-commerce business I co-founded
Tool-call success rate
93.9%
1,352 calls in a five-week log window inside a four-month deployment for 15 non-engineers
Direct-mail campaign
Top 3
globally at Google by signup rate — the first targeted one for CZ/SK
Judo
3×
Slovak champion · two years in national representation · ten years training
Academic record
1.0Electrical Engineering & ICT — final yearHigh School of Jozef Murgaš, Banská Bystrica
1.5Information Systems & Technologies (Master's, 41 ECTS)University of Economics Prague
1.6Applied Informatics (Bachelor's)University of Economics Prague — top 10 of ~500
1.7CEMS International Management (Master's, in English)Prague · Corvinus Budapest

Czech grading, where 1.0 is the best possible mark. Erasmus at Corvinus Budapest: A in every subject. The one I did not finish: the second business-language exam (Russian) in the CEMS programme — all mandatory courses and skill seminars completed, that exam not passed.