Muhammad Usama B.

I build production AI image pipelines that keep the same character, face or product consistent across large batches—not one-off images that fall apart when the pose, outfit or scene changes. Recent work includes a $16K private ComfyUI and RunPod platform for a European fashion-tech client, with assigned LoRAs and workflows, virtual try-on, lookbooks, pose transfer, upscaling, user access and an admin system. I can help with: • Consistent character, face, fashion and product pipelines • Custom ComfyUI image and video workflows • LoRA dataset preparation, training and evaluation • RunPod endpoints and APIs for production use • Workflow repair, optimization and automation • Private tools with approvals, galleries, roles and credits My other delivered work includes digital-twin LoRAs, a personalized storybook engine, an animated-series character and style system, an AI influencer pipeline, an LTX video API, image-to-SVG automation and lip-sync workflows. I start with a small paid milestone that proves the hardest part—usually identity consistency, product fidelity or output quality. You receive a working system, clear workflow files and documentation your team can use. Top Rated, $20K+ earned across 56 Upwork jobs. Send me your references and current setup. I will tell you the simplest reliable way to build it.