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You will get A Serverless AI Video/Image Endpoint – RunPod + ComfyUI

Aviv K.Status: Offline
Aviv K.
5.0
Top Rated
Preview imagePreview image

Let a pro handle the details

Buy Generative AI services from Aviv, priced and ready to go.
Aviv K.Status: Offline
Aviv K.
5.0
Top Rated
Preview imagePreview image

Let a pro handle the details

Buy Generative AI services from Aviv, priced and ready to go.

Project details

Launch production-ready AI video in 72 hours without hiring an entire team of AI and Infra engineers.
I’m a Top-Rated Upwork engineer (100 % JSS, 8 yrs DevOps + 3 yrs Gen-AI) who has shipped 50K+ images & videos on RunPod.

What makes it different?

Speed & predictability: fixed-fee delivery in 3 days.
True autoscaling: workers spin up or down by load, you only pay GPU minutes.
Code you own: clean Dockerfile, CI action, and commented Python client.
Flexible tiers: from minimal SDXL endpoint to multi-model pipelines.
Real support: built-in launch warranty plus optional 90-day priority package (10 h, <24 h SLA).

If you need an endpoint that just works and a specialist who can debug CUDA quirks, tune cold-starts, and speak “infrastructure” fluently, you're in the right spot.
Let’s deploy!
AI Algorithms
Autoencoder, Convolutional Neural Network, StyleGAN, Transformer Model
AI Applications
AI Content Creation, AI Text-to-Image, AI-Generated Art, AI-Generated Video, Image Upscaling
AI Development Language
Python
AI Tools
Hugging Face, PyTorch
AI Models
Stable Diffusion
What's included
Service Tiers Starter
$799
Standard
$1,299
Advanced
$1,999
Delivery Time 3 days 5 days 7 days
Number of Revisions
111
AI Model Integration
Batch Normalization
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Database Integration
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Detailed Code Comments
Image Upscaling
MLOps
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Model Deployment
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Model Documentation
Model Monitoring
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Model Testing & Optimization
Model Tuning
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Natural Language Processing
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NLP Tokenization
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Pre-Training
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Prompt Engineering
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Setup File
Source Code
Optional add-ons You can add these on the next page.
Fast Delivery
+$300 - $600
90-Day Priority Support (10h)
+$599

Frequently asked questions

5.0
46 reviews
100% Complete
(46)
1% Complete
(0)
1% Complete
(0)
1% Complete
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1% Complete
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RK

Robin K.
5.00
Jul 3, 2025
Very professional, fast, and efficient freelancer. He immediately understood the requirements and delivered high-quality work in a very short time. It's rare to find someone this reliable.
Aviv K.Status: Offline

About Aviv

Aviv K.Status: Offline
AI Image/Video Infrastructure & UGC Engineer | ComfyUI | RunPod
100% Job Success
5.0  (46 reviews)
Tel Aviv, Israel - 3:22 am local time
I build production image/video generation backends with ComfyUI, RunPod, and serverless GPU workers. Recent systems I built handled 45,000+ inference jobs, held 99.9% uptime, and cut GPU costs by about 60%.

Most clients come to me with one of three problems:

A ComfyUI workflow works locally, but breaks when wrapped in an API or deployed to RunPod.
An image/video or AI UGC product needs a reliable generation backend, not another prototype.
A diffusion, LoRA, voice, or video workflow has quality, identity, speed, cost, or deployment issues that need real debugging.
I work across modern image and video models: Z Image, Qwen Image, Wan 2.2, LTX, Flux, Stable Diffusion, Seedance 2, and LoRA-based identity systems. The model changes, but the hard parts stay familiar: model loading, GPU memory, workflow graphs, reference inputs, prompt/control parameters, queue workers, retries, file storage, output handling, job logs, and cost control.

I also create AI UGC and social media content: AI Influencers, consistent characters, product ads, talking-head videos, short-form social clips, and persona-driven creative systems. My production stack includes Seedance 2, ElevenLabs, TTS, voice cloning, prompt pipelines, reference images, character consistency workflows, and post-production handoff.

That content work matters because I’m not only building the backend from a distance. I understand the creative side too: why a video feels fake, why a character drifts, why a voiceover breaks trust, why a scene loses continuity, and why “pretty” AI footage often fails as UGC.

I have completed 70+ Upwork jobs across ComfyUI workflow development, RunPod setup, serverless image/video endpoints, LoRA training, AI Influencer pipelines, profile/headshot generation, and custom AI media tools. Clients often describe me as fast, clear, reliable, and deeply knowledgeable in ComfyUI and AI image/video generation.

My stack includes ComfyUI, RunPod, FastAPI, Python, TypeScript, Next.js, Seedance 2, ElevenLabs, LoRA training, serverless GPU inference, workflow APIs, automation, cloud storage, custom model pipelines, and diffusion/video generation systems.

I also build the automation around generation systems: Telegram or Slack interfaces, review flows, asset pipelines, agentic orchestration, and internal tools for non-technical teams. The core job is still the same: make image/video generation run reliably, cheaply, and in a way your team can actually use.

Steps for completing your project

After purchasing the project, send requirements so Aviv can start the project.

Delivery time starts when Aviv receives requirements from you.

Aviv works on your project following the steps below.

Revisions may occur after the delivery date.

Creation a Docker Image

Testing and evaluation

Review the work, release payment, and leave feedback to Aviv.