RZMRN
EN/PL

Production / AI Systems / Python / LLM Pipelines / Automation

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$cat stats.json
>production_systems: 4
>automated_sources: 68
>agents_running_24/7: 5
>years_in_production: 10+

4

Production Systems

68

Automated Sources

5

Agents Running 24/7

10+

Years in Production

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Selected Work

Content Production
AI Systems

Video · Motion · Live · Post-Production

Automation · Multi-Agent · Programmatic Video · Pipeline

I produce content and build AI systems to scale it 10x

Head of Production for 5,000-Client Edtech — 4.5× Faster Pipeline
SYSTEMS + PRODUCTION

Head of Production for 5,000-Client Edtech — 4.5× Faster Pipeline

4.5× Editing speedup600+ Lectures produced20 Courses delivered
Premiere ProAfter EffectsExtendScriptMidjourneyRunway
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298 Fiverr Orders — 120 US Clients — One Person
PRODUCTION

298 Fiverr Orders — 120 US Clients — One Person

298 Completed projects120 US clients$60-80/hr Architect tier
Premiere ProAfter EffectsDaVinci ResolvePhotoshopCinema 4D
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After Effects × Reels — Years of Craft in Seconds
PRODUCTION

After Effects × Reels — Years of Craft in Seconds

After EffectsPremiere ProCinema 4DPhotoshopMotion Design
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Head of Content — Poland's National Institute of Culture
PRODUCTION

Head of Content — Poland's National Institute of Culture

200+ Concerts filmed170+ PerformersMulti-cam Live production
Multi-camLive SwitchingDaVinci ResolveAfter EffectsDrone
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Parametric Motion — Where Code Replaces the Timeline
SYSTEMS + PRODUCTION

Parametric Motion — Where Code Replaces the Timeline

< 1 min Per render∞ Parametric variations0 Manual keyframes
RemotionReactTypeScriptNode.jsFFmpeg
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Autonomous AI Orchestration — 7 Agents, 4 Models, Zero Downtime
SYSTEMS

Autonomous AI Orchestration — 7 Agents, 4 Models, Zero Downtime

7 Specialized agents200+ Daily automated tasks4 LLM providers
Claude CodeGPT-5.4MiniMax M2.5GeminiPython
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221 Lectures Rescued in 5 Automated Phases
SYSTEMS

221 Lectures Rescued in 5 Automated Phases

600+ Lectures processed20 Courses sorted5 Automation phases
PythonBashGoodSyncOneDriveFFprobe
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The Portfolio You're Reading — Built on Live AI
SYSTEMS + PRODUCTION

The Portfolio You're Reading — Built on Live AI

68 Intel sources2h Digest refresh cycle2 Live products
Next.js 16React 19Tailwind v4Claude CodeMiniMax M2.5
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ls -la ./projects →

10+

Years in Production & AI

4

Production Systems Built

68

Automated Sources

5

Agents Running 24/7

I don't just edit video. I build AI systems that run in production.

10+ years turning operational chaos into repeatable systems. Built 4 production AI platforms — from multi-agent orchestration to autonomous OSINT pipelines — with 32k+ lines of Python running 24/7.

I write Python, TypeScript, and build with LLM APIs, RAG, MCP, and agent frameworks to automate what shouldn't need a human. Midjourney, Runway, HeyGen are part of my stack — not experiments, but infrastructure.

Based in Poland, working remotely with teams worldwide.

Let's make something together

Available for AI engineering, automation consulting, and production system architecture.

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