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Lorakszak/README.md

Hey, I'm Karol 👋

Generative AI Engineer | ComfyUI Specialist | Senior Python Developer

I build AI-powered image and video generation pipelines for creative studios, CGI pipelines, and agencies. 5+ years in the AI space, currently focused on pushing the boundaries of what's possible with diffusion models, video generation, and agentic workflows.

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🔭 What I Do

I design and deploy end-to-end generative AI systems, from custom ComfyUI workflows and LoRA training to production-grade cloud infrastructure. My work sits at the intersection of creative production and engineering, building the tools and pipelines that let studios and agencies integrate AI into real projects.

  • AI Image & Video Generation — ComfyUI, Flux, SDXL, WAN 2.1/2.2, Hunyuan, Kling AI, AnimateDiff, Seedance
  • LoRA Training & Fine-Tuning — Kohya-ss, custom datasets, style transfer
  • Agentic AI & LLM Integrations — CrewAI, LangGraph, multi-agent orchestration
  • Cloud & Infrastructure — GCP (GKE, Vertex AI, GCS), Docker, Replicate, Runpod
  • Automation & Tooling — Python-first approach with uv, ruff, mypy, Claude Code

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  1. wavern wavern Public

    Local, highly customizable GPU-accelerated music visualizer with real-time preview and video export

    Python 1

  2. avatar_project avatar_project Public

    One-shot identity-preserving avatar generation using InstantID and IP-Adapter-FaceID-SDXL (Oct 2024)

    Jupyter Notebook

  3. Converterrier Converterrier Public

    Local file format converter with browser UI. Images, video, audio, documents. Runs entirely on your machine.

    Python

  4. Particlops Particlops Public

    Seamlessly looped particle video generator for compositing. CLI + GUI.

    Python

  5. simplegen simplegen Public

    Image style transfer app using Stable Diffusion XL + ControlNet. Gradio GUI, local inference, no external APIs.

    Python