Building AI agents daily
Building intelligent systems at the intersection of software engineering and artificial intelligence. From React frontends to multi-agent AI architectures — I ship things that work.
I started with electronics in Slovakia, moved to Ireland, and taught myself to code through Code Institute. Those early days were all about fundamentals — Django e-commerce stores, React portfolios, Flask CRUD apps.
Then I joined a small startup that would become Talentiqa.ai. What started as frontend Angular work evolved into building the full stack — and eventually architecting multi-agent AI systems with LangChain that process thousands of candidate interviews.
In parallel, I'm building my own AI infrastructure — autonomous Telegram agents on self-hosted servers, local LLM routing with Ollama, and real-time monitoring dashboards. Every project has a live URL. I ship things that work.
From startup chaos to enterprise mobile apps — always building, always learning.
AI-powered recruitment platform automating first-round candidate interviews. Raised €1.1M in 2025. Clients include ČEZ, Raiffeisenbank, Bageterie Boulevard, Manpower.
Mobile applications for Amazon and US Bank delivery/logistics operations.
Building autonomous AI agent infrastructure on personal VPS (16GB RAM, 4 CPU AMD EPYC). Autonomous Telegram bots, local LLM routing, real-time monitoring.
My daily arsenal — from AI coding agents to self-hosted LLM infrastructure. These aren't just tools I know; they're tools I've customized, extended, and built skills for.
Primary AI agent — custom skills, hooks, commands
Multi-agent harness with extensions & themes
Second-opinion verification & image generation
IDE with AI-augmented workflows
Self-hosted LLMs with tiered model routing
Multi-agent orchestration & conversation flows
Voice AI — synthesis & recognition
Retrieval-augmented generation pipelines
Container orchestration for everything
Reverse proxy with auto SSL (Let's Encrypt)
CI/CD with custom hooks & auto-checks
Cloud deploy + self-hosted 16GB/4CPU server
Playwright-based web scraping & testing
Brave + Perplexity Sonar dual search
Delegate tasks to split-pane sub-agents
Gemini-powered diagram & infographic gen
Azure Speech TTS for conversational coding
Security audit automation skill
Full-stack fluency from frontend to infrastructure, with deep AI/ML specialization.
Every project has a live URL. Action over talk.
Custom 6-layer AI agent architecture that separates AI orchestration from deterministic execution. GOT (Goals → Orchestration → Tools) + CHA (Context → Hard prompts → Args).
Real-time server monitoring and AI pipeline intelligence dashboard. Glassmorphism dark theme, CPU/RAM/Disk/Container monitoring, event logging, pipeline visualization.
30-day AI System Engineer learning path with Gemini-generated hero images. Custom study notes, glassmorphism theme, Dockerized nginx with Traefik + SSL.
Public blockchain application built with Python and React. Full chain implementation with mining, transactions, and a web UI.
Rare combination of traditional web dev skills with deep AI/LLM engineering experience. Not choosing between frontend or AI — doing both.
Not just playing with APIs. Building multi-agent architectures, RAG pipelines, and voice AI in production that processes thousands of interviews.
Runs own server with Docker, Traefik, Ollama, and autonomous agents. Understands infra from the metal up.
Working in a 9-person funded startup. Wears multiple hats, ships fast, iterates faster. Built for chaos.
Native Slovak, fluent English, fluent Czech. Works across CZ/SK/IE markets and teams without friction.
Ships things that work. Portfolio, study platform, monitoring dashboard, Telegram bot — all live and running. No vapourware.
Code Institute, Ireland — Full-stack web development
Cenit College / ICT Skillnet — Led team project, Software Developer track
Svit, Slovakia — Electronics and IT
Open to opportunities in AI engineering, full-stack development, and everything in between.