Built production ComfyUI workflows and pipelines for AI image and video generation. These power Apatero Studio's generation backend and have been used in freelance projects for content creation and e-commerce.
Core Capabilities
Image Generation
Text-to-Image & Image-to-Image: Custom workflows using Stable Diffusion, Flux, and other models for photorealistic and artistic outputs.
ControlNet Integration: Pose, depth, canny edge, and other conditioning methods for precise control over generation.
Realistic Portraits: Specialized workflows for photorealistic human faces and full-body portraits.
Video Generation
Text-to-Video & Image-to-Video: Pipelines using AnimateDiff and newer video models for creating video content from text or static images.
Post-Processing: Upscaling, stabilization, and quality enhancement pipelines.
Custom Nodes & Automation
Built custom ComfyUI nodes to streamline complex generation processes and integrate with external APIs.
Implemented batch processing for high-volume generation workloads.
Deployment
Serverless APIs: Deployed workflows as scalable serverless endpoints for Apatero's backend.
Docker Containerization: Containerized ComfyUI setups for consistent deployment.
Performance Optimization: Optimized for speed and GPU memory efficiency.
