Configuration of the ComfyUI environment....

Hello Marcin.

I can help with the first production layer for your ComfyUI setup: a stable character-generation workflow and Python automation for batch runs.

For Phase 1 I would focus on LoRA/IP-Adapter setup, consistent identity across profile/age variations, parameterized workflow JSON, seed/control settings, model paths, and Python execution through the ComfyUI API with queue/status tracking.

The main goal is to make the workflow reproducible: fixed inputs, clear parameters, predictable outputs, documented dependencies, and a structure your team can extend later for lip-sync, voice and RAG integration.

Before starting, I would clarify:
…
GPU model and VRAM;
target model stack;
number of characters and age groups;
reference images per identity;
expected batch volume;
how RAG should pass context into generation.

We can discuss the details in private messages in English, Ukrainian or Russian.

I have extensive experience with ComfyUI, Python API automation, and AI workflow development. I can deliver optimized, production-ready workflows — including LoRA/IP-Adapter image generation, Lip-sync video, and RAG integration — within 5 days. Quick turnaround guaranteed.

Good day! Web development (HTML/CSS/JS), Python (bots, automation), translations (6 languages), rewriting. Certificates from freeCodeCamp. Ready to discuss!

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Greetings!

As the founder of an AI SaaS company and a solutions architect in automation, I have a deep understanding of the specifics of your task. Creating "digital identities" with complete visual and narrative consistency is a challenge that we successfully address at a professional level.

Having your own GPU infrastructure and RAG system significantly simplifies the implementation of an advanced generative layer.

What I can offer for your project:

Generative pipeline (ComfyUI + Python API): Development of optimized workflows using custom LoRA and IP-Adapters to achieve perfect character consistency. I will prepare Python scripts for batch generation that seamlessly integrate with your API.
…
Multimodal layer: Implementation of modern solutions for Lip-sync and Voice Cloning (TTS), ensuring synchronization of the visual image with the character's voice.

Integration with RAG: I will assist your team in setting up a "bridge" between vector databases and the generative layer. This will provide characters with long-term memory and narrative continuity during interactions.

Optimization: All workflows will be tailored to your capabilities (NVIDIA/Linux) to achieve maximum system throughput.

Experience: We have experience in creating automated systems for content generation, where character stability and integration with third-party IT architectures are critically important.

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Hello! Your task regarding the creation of digital identities is clear to me. I have experience in developing complex automated systems in Python and integrating AI models, which will allow me to create stable and scalable production workflows for you.
My solutions for your request:
• Image Generation (ComfyUI): I will develop a workflow using LoRA and IP-Adapter to ensure 100% preservation of character appearances. I will automate serial generation through the Python API.
• Video and Voice: I will integrate modules for Lip-sync and set up TTS/Voice Cloning solutions to create lifelike digital avatars.
• Integration and RAG: I will assist your IT specialists in combining the generative layer with your RAG system, using my experience with complex data structures and context memory.
With my experience in high-load systems and GPU computing, I guarantee maximum performance for your Linux/NVIDIA servers.

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Hello Marcin,
I've been building automated generative pipelines in ComfyUI, leveraging LoRA and IP-Adapter workflows to produce consistent digital characters across varied profiles and age groups — achieving strong identity preservation across batch generations while keeping processing optimized for GPU infrastructure.
Your project immediately caught my attention because it aligns closely with work I've done hands-on — not just experimentation, but production-ready pipelines that actually deliver.
I'd love to understand more about your target profiles — specifically, do you plan distinct generation styles per age group, and how dynamic do you need the RAG-to-character personalization to be? These details will help me propose the most efficient pipeline architecture for your setup.
I'm also flexible — if the scope demands it, I can assemble a specialized team to move faster without sacrificing quality.
I'd suggest a free technical consultation call to map out a clear development plan together. Kindly inbox me.

Hello,

Your project is very well organized technologically — I would be happy to support the preparation of the generative layer and integration with the current infrastructure.

I have experience in building AI pipelines in my own environments (Linux + GPU), including working with ComfyUI, LoRA/IP-Adapter, and integrations through API and Python.

How I can help:

Image (ComfyUI):
… — building workflows that ensure character consistency (LoRA + IP-Adapter, seed control, embeddings)
— preparing pipelines for batch generation (Python API, batch processing)
— optimization for your GPU infrastructure

Video / Voice:
— implementation of lip-sync (e.g., Wav2Lip / SadTalker — selection based on quality vs. performance)
— integration of TTS / voice cloning (e.g., XTTS / Bark / others — depending on quality and language requirements)
— audio-video consistency (timing, naturalness)

Integration with RAG:
— collaboration with the team to connect generation with your system
— ensuring narrative continuity (prompt engineering + input data structure)
— preparing logic that allows characters to "maintain identity" in interactions

Ultimately, I deliver:
— ready ComfyUI workflows
— scripts (Python) for automation
— documentation + the possibility of further internal development by your team

I work in an organized manner: first, we establish quality requirements (level of realism, style, languages), then I build the pipeline and optimize it for your GPUs.

💰 Rate: to be determined (project-based or hourly — depending on the scope)
⏱ Start: I can start immediately

I would be happy to discuss technical details and propose a specific architecture for your use case.

Best regards!

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I worked on Poseidon (https://poseidon.codezerogroup.com) — enterprise Python with data pipelines; integration of the generative layer with RAG is exactly this scope.

LoRA/IP-Adapter provides character consistency with a workflow optimized for a specific GPU — I start with an audit of your NVIDIA, then I build modules ready for management without a GUI.

What I will do:

- ComfyUI workflows: LoRA + IP-Adapter, character consistency (different age groups)
- Python API for serial generation (batch, queuing, parameterization)
- Lip-sync + TTS/Voice Cloning on your GPU
… - integration with the RAG system — narrative consistency of characters
- documentation + handover of the environment

--- OPTIONS ---

- Option A (Core): 3000 PLN (7 days) — ComfyUI workflows + LoRA/IP-Adapter + Python API
- Option B (Full): 5000 PLN (12 days) — A + Lip-sync + TTS/Voice Cloning + RAG integration — best scope/price ratio
- Option C (Enterprise): 6500 PLN (15 days) — B + GPU optimization + team training

Completion time: 7 days (Option A). I need: GPU model and VRAM, sample characters, SSH access.

Portfolio:

- https://poseidon.codezerogroup.com — enterprise Python, data pipelines, automation
- https://ou-uv.com — Python/Flask, API integrations, backend
- https://codezerogroup.com — B2B systems, backend architecture

4 years in Python and AI — from data pipelines to integration of generative models with production systems.

Let me know what GPU you have and how your RAG API works.

Since I am new to the freelancehunt service and want to quickly gain a few initial projects for my portfolio, I am offering a 15% discount for the first 5 clients. The offer is valid until 5 orders are obtained.

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Hello! I have reviewed your assignment and believe that I can successfully complete it. I would be happy to collaborate, please write to me personally for further details.

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Hello, I have extensive experience with AI, including ComfyUI. I have created workflows for working with photos and videos and I would be happy to collaborate with you.

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