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My Story · AI Developer

Antonín Woff

AI automation developer

I build systems that read receipts, find leads and write drafts. The signature stays with a person.

  • Agents
  • Automation
  • Local AI

Pardubice, CzechiaSelf-employed since 2026 · room for more work

Where it started

Leshy, one of my first renders.

2020Blender taught me to break a picture into steps.

Model, light, render, check, again. I automate that loop today.

Leshy, one of my first renders.

From Blender to AI

From renders to automation.

Then someone paid

A brief and a deadline. I plan back from the result. I still build that way.

The work

The road and the work

Independent

AI Automation Developer · since 09/2026

3D and websites for clients since 2020, then one n8n workflow for my own studio's outreach. In 2026 agents did the routine and I went self-employed. Clients came with paperwork.

  1. I builtReceipt Machinebecause receipts should be read where they lie, with nothing leaving the building.
  2. I builtCrypto Carouselbecause I wanted a yes or a no, with 'yes' defined before the first run.
  3. I builtBrainrot Agent V3because I wanted to know how far automation gets on a budget near zero.

Between renders and receipts I stopped calling it a side project.

The honest part

Still in school, already with clients.

Still in school, already with clients.

Evenings at the desk are now a skill I get paid for.

What keeps me going: giving people back the hours lost to retyping.

When an idea fails, I write it down. The next one starts smarter.

I want real problems, real constraints and questions bigger than mine.

That was the slow part.

The rest goes by fast.

  • a receipt that reads itself
  • a lead that files itself
  • a report done before Friday
  • a backtest that tells the truth
  • a Monday without retyping
  • an evening given back

Recap

2020 → 2026

  1. First renders in Blender / 2020
  2. n8n on my own hardware / 2025
  3. First websites built with AI / 2025
  4. Outreach handed to agents / 2026
  5. Funnovation hackathon / 2026
  6. Foxconn X-Days: 1st place / 2026
  7. Parádní sociální nápad: 2nd place / 2026
  8. Grant: Elektrárny Opatovice / 2026
  9. AI briefing for a cluster board / 2026
  10. Crypto Carousel: a no-go, on record / 2026
  11. Trade licence / 2026
  12. Receipt Machine / 2026
  13. Brainrot Agent V3: pilot / 2026
  14. Fajnd, KHK hackathon / 2026
  15. This website / 2026

the short version · nothing invented · every date checked

What I work with

The machine under the desk.

  • One RTX 3090 with 24 GB, and the models live on it.
  • GLM-5.2, a 744B MoE with ~40B active, runs here in IQ2_M with CPU offload.
  • Qwen2.5-VL 32B and Pixtral 12B read receipts and invoices, on-premise.
  • Qwen3 8B and 30B‑A3B, Qwen3.6 35B‑A3B, Llama 3.3 70B, Mixtral 8x7B on Ollama.
  • ComfyUI with Wan 2.2, local TTS, multi-agent loops with a decision model.

It runs at home, day and night.

  • n8n in Docker on my own hardware, Debian under WSL2.
  • Out to the world only through a Cloudflare Tunnel; the sites on Netlify.
  • Receipts into MySQL, backtests in PostgreSQL, the RAG in Qdrant.
  • A watchdog restarts whatever got stuck every 20 minutes.
  • And the GPU doesn't render while I'm playing a game.

Say hi.

The road and the work

  1. 2020: First renders
    2020

    First renders

    Blender on my own: models, terrain in Gaea, colour in DaVinci Resolve. Then the first paid work, stage visuals and event photos.

  2. 2025: First automations
    2025

    First automations

    n8n in Docker on my own hardware, websites built with AI. By early 2026 agents did my studio's outreach and leads.

  3. 2026: Going independent
    2026

    Going independent

    Trade licence. First clients, an AI training for an industry cluster's board, 1st place at Foxconn X-Days.

CreditsJosef Stammel, Tod (c. 1760), Admont Abbey Library. Photo: Thomas Ledl, CC BY-SA 4.0.Josef Stammel, Gericht (c. 1760), Admont Abbey Library. Photo: Thomas Ledl, CC BY-SA 4.0.

  1. 2020: First renders
    2020

    First renders

    Blender on my own: models, terrain in Gaea, colour in DaVinci Resolve. Then the first paid work, stage visuals and event photos.

  2. 2025: First automations
    2025

    First automations

    n8n in Docker on my own hardware, websites built with AI. By early 2026 agents did my studio's outreach and leads.

  3. 2026: Going independent
    2026

    Going independent

    Trade licence. First clients, an AI training for an industry cluster's board, 1st place at Foxconn X-Days.

Antonín Woff.