You will get custom LoRA training for consistent characters and products
Top Rated
Top Rated
Project details
I will train a custom, production-ready LoRA model for a person, character, product, or visual style using your image dataset.
I use Ostris AI Toolkit with models such as Flux, SDXL, and Z-Image. I handle dataset review, image preparation, captioning, training configuration, sample generation, testing, and optimization.
Your LoRA will be tested across different prompts, poses, clothing, camera angles, backgrounds, and lighting when relevant to your project.
You will receive the trained LoRA file, trigger word, recommended settings, sample outputs, and the additional files included in your selected package. ComfyUI testing or workflow integration can also be included when selected.
This service is suitable for consistent AI characters, fashion and ecommerce images, branded products, custom art styles, and production image-generation workflows.
Please contact me before ordering if you are unsure about your dataset, base model, or package.
I use Ostris AI Toolkit with models such as Flux, SDXL, and Z-Image. I handle dataset review, image preparation, captioning, training configuration, sample generation, testing, and optimization.
Your LoRA will be tested across different prompts, poses, clothing, camera angles, backgrounds, and lighting when relevant to your project.
You will receive the trained LoRA file, trigger word, recommended settings, sample outputs, and the additional files included in your selected package. ComfyUI testing or workflow integration can also be included when selected.
This service is suitable for consistent AI characters, fashion and ecommerce images, branded products, custom art styles, and production image-generation workflows.
Please contact me before ordering if you are unsure about your dataset, base model, or package.
AI Algorithms
Convolutional Neural Network, Transformer Model, Variational AutoencoderAI Applications
AI Content Creation, AI Text-to-Image, AI-Generated Art, Image Processing, Image-to-Image Translation, Neural Style TransferAI Development Language
PythonAI Tools
Hugging Face, NVIDIA AI Platform, PyTorchAI Models
Stable DiffusionWhat's included
| Service Tiers |
Starter
$250
|
Standard
$500
|
Advanced
$900
|
|---|---|---|---|
| Delivery Time | 5 days | 8 days | 12 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | - | - | - |
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | |
Model Documentation | |||
Model Monitoring | - | - | - |
Model Testing & Optimization | |||
Model Tuning | |||
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | |||
Setup File | |||
Source Code | - | - | - |
Optional add-ons
You can add these on the next page.
Additional LoRA concept
(+ 5 Days)
+$300
Dataset preparation
(+ 3 Days)
+$150
RunPod deployment and API setup
(+ 4 Days)
+$400Frequently asked questions
13 reviews
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(1)
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(1)
This project doesn't have any reviews.
BE
Bruna E.
Jul 16, 2026
Image to SVG flow on ComfyUI
Great professional. Did deliver our project in great time and with great quality. We will be working together again.
KK
Krish K.
Jun 18, 2026
Comfyui Installation on runpod
It was great working with him as always, I highly recommend working with him due to his professionalism and great understanding regarding comfyui.
CM
Clix M.
Jun 4, 2026
Comfy ui ai image generation lora
Stay away . Unprofessional , requirement never delivered , under legal rescission
KK
Krish K.
May 4, 2026
Full body image to image Comfyui workflow
It has been a pleasure working with him and he has delivered perfectly and exceeded expectations, highly recommend working with him.
BE
Bruna E.
May 4, 2026
LoRA training of a characters
Muhammad was very professional and completed the project fast.
About Muhammad Usama
Production ComfyUI Pipelines | LoRA Training, RunPod & AI SaaS
92%
Job Success
Saddiqabad, Pakistan - 9:39 am local time
With $20K+ earned and 40 completed Upwork projects, I have delivered ComfyUI systems for AI influencers, consistent characters, fashion, product photography, image editing, video generation, and business automation.
WHAT I CAN BUILD
• Custom ComfyUI image and video workflows
• Character, product, style, and face LoRA training
• Stable Diffusion, Flux, SDXL, WAN, and LTX pipelines
• RunPod serverless deployment and REST API integration
• Consistent character and AI influencer systems
• Workflow repair, optimization, and GPU cost reduction
• Complete AI SaaS apps with authentication, credits, payments, and dashboards
• AI features for existing websites and applications
PRODUCTION-READY DELIVERY
I create clean, modular workflows designed for real users and repeatable results. I can handle the complete system—from ComfyUI and GPU deployment to the API, database, and customer-facing web application.
My production stack includes ComfyUI, Python, RunPod, Docker, Next.js, Node.js, PostgreSQL, and cloud APIs.
You receive clear communication, tested delivery, and documentation that makes your system easier to operate and expand.
Send me your goal, references, and current setup. I will recommend the simplest reliable way to build and launch it.
Steps for completing your project
After purchasing the project, send requirements so Muhammad Usama can start the project.
Delivery time starts when Muhammad Usama receives requirements from you.
Muhammad Usama works on your project following the steps below.
Revisions may occur after the delivery date.
Review and prepare dataset
I will review the supplied images, remove unsuitable files, organize the dataset, and prepare accurate captions for training.
Configure LoRA training
I will configure the selected base model, training settings, trigger word, resolution, and sample prompts in Ostris AI Toolkit.