MACHINE LEARNING
Business Intelligence ML System
Kompletní pipeline od sběru a přípravy dat po trénování vlastních modelů pro analýzu obchodních dat.
Python · Data pipelines · Model validation
↗Prague · Czech Republic
I design AI systems
for the real world.
I connect industrial experience, Python development and agentic AI to turn complex technical processes into reliable, working systems.
LIVE SYSTEM DEMO
From requirement to
verified solution.
A directed simulation of how specialized AI agents collaborate on a real industrial challenge.
AGENT OPERATIONS CENTER / AUTONOMOUS PRODUCTION CELL
COORDINATOR
Zákazník požaduje autonomní výrobní buňku pro přesný komponent: takt 38 sekund, tolerance ±0,04 mm a plná kontrola každého kusu.
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TARGET / 95 UNITS·H⁻¹ / CPK ≥ 1.67SYSTEM ARCHITECTUREv1.4 / VALIDATING
ROBOT LOADVISION · GRIP
PROCESS CELLMACHINE · PLC
AI QUALITYMEASURE · ADAPT
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PIPELINE14%
THROUGHPUT04 constraints
SIMULATION RUNNINGSCENARIO_04 · INDUSTRIAL AIELAPSED 00:17
SELECTED WORK
Systems built to
make an impact.
Projects across machine learning, automation and AI-assisted software engineering.
AGENTIC AI
AI Code Review System
Automatická detekce chyb, návrhy zlepšení a koordinace více modelů prostřednictvím API předních AI providerů.
LLM APIs · Multi-agent workflows · Python
↗R&D AUTOMATION
Industrial Process Automation
Interní aplikace, která převádí opakovanou práci trvající několik dnů na proces hotový během desítek minut.
Desktop GUI · PDF reporting · Data analysis
↗ENGINEERING MINDSET
Built on experience
beyond the screen.
My background is in servicing, diagnostics and measurement of electrical and medical equipment. Today I work in energy R&D and build Python applications for automation, analysis and reporting.
That combination shapes how I approach AI: with attention to reliability, traceability and the physical process behind every data point.
01AI & Agentic SystemsLLM orchestration · APIs · Code review
02Python EngineeringDesktop apps · Automation · Reporting
03Data & Machine LearningProcessing · Training · Validation
04Industrial R&DDiagnostics · Measurement · Energy
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