I am looking for an experienced Full Stack developer to create a SaaS service for online stores.

Budget: 13000 UAH Deadline: 17 days

Hello, I see that this is not just a SaaS, but a complex pipeline: feeds, creative generation, template editor, and a new feed output. I can design the MVP so that the XML/CSV import, database, image generation, preview, cloud storage, and subscriptions work stably first, while prioritizing and assessing the risks of the AI functions. We have experience in full stack and building systems with integrations and automation. I am ready to discuss the architecture and evaluation step by step.

Budget: 27000 UAH Deadline: 60 days

I can help with the development of a SaaS service. I have experience in web development, APIs, integrations, CMS, process automation, and AI services. I would like to clarify a few points:
1. Is there already a technical specification, prototypes, or design for the service?
2. What stack do you plan to use or are you open to suggestions?
3. Which marketplaces and advertising platforms need to be supported in the MVP (Meta, Google Shopping, or others)?
4. How often should the product feed be updated: manually, on a schedule, or in real-time?
5. Which payment systems do you plan to use for subscriptions?
6. Are there any requirements for cloud storage for images (AWS S3, Cloudflare R2, Google Cloud, etc.)?
7. What functionality is critically important for the MVP, and what can be implemented in later stages?
8. Is there an estimated budget and desired timeline for implementation?
9. Are you planning to involve a separate UI/UX designer, or is design also included in the scope of work?

Budget: 1000 UAH Deadline: 5 days

Good day!

I have already worked on SaaS platforms for e-commerce, including processing product feeds (XML/CSV), content generation, working with images, user dashboards, and subscription/payment systems.

Your project is clear — it is essentially an AI/automation platform for generating advertising creatives from product data. I can propose the right architecture for the MVP (backend + worker services + image generation + feed pipeline) with further scaling for AI functions.

I have experience integrating with similar AI services (background removal, image generation, LLM for texts) and building systems for A/B creatives.

I suggest we connect briefly — after discussion, I can break down the MVP into stages, filter out unnecessary elements at the start, and provide a realistic estimate on timelines and budget.

Budget: 2000 UAH Deadline: 1 day

Good day.
Evaluation and proposals for the implementation of the following functions:
1. Automatic background removal of products - a ready-made API can be used to avoid writing your own system from scratch, as it is expensive and will not meet expectations.
2. Improvement of photo quality - I suggest implementing it in 2 stages: the first - the image is processed through an AI model, for example (Replicate), the second - the image is saved to Cloudinary with optimization of size, format, and contrast.
3. Automatic determination of the best place for price, discounts, and other elements on the image - the system uses Yolo to identify free spaces on the image, the client sees these spaces as recommended.
4. Generation of advertising backgrounds for products - if the product has an image with a background - we remove it using the function from point 1, a separate layer is generated for the background through an AI model, for example (Replicate), the layers are overlaid.
5. Automatic creation of new variants of creatives for A/B testing - I suggest combining the generation of marketing texts through a simple AI API (for example, GPT) and automatic combination of different colors and placements of elements through code. As a result, the system will generate several variants of links for one product in the feed.
6. AI generation of advertising banners based on the product and template - I suggest integrating the generation of graphic style through an AI model, for example (Replicate) directly into the boundaries of the template chosen by the user.
7. Automatic creation of advertising texts and headlines for products - I propose generating based on a short description of the product from the user through GPT.
Main AI services: Replicate, OpenAI.
The project is large, so I suggest discussing all the details in private messages.
I would appreciate the collaboration. Expand

Budget: 27000 UAH Deadline: 55 days

MVP evaluation - from 420,000 UAH, approximately 55 days. Look, here’s the nuance - this is not just an image editor, but a SaaS with feeds, generation queues, payments, cloud storage, and stable image updates.

For the MVP, it’s worth taking a dashboard, XML/CSV import, product database, template editor, preview, generation via Sharp/Canvas, cloud, update scheduler, new feed for Meta Ads, Facebook, Instagram, and Google Shopping, as well as subscriptions and online payments. With AI, it’s advisable to add background removal and advertising texts - this quickly provides product value. Improving photos, determining the location for pricing, generating backgrounds, A/B options, and full AI-generated banners I would move to the next stage, after tests on real feeds.

We can keep the first version simple - initially a reliable engine for templates and feeds, then AI add-ons. For services - OpenAI for texts and part of the generation, Photoroom or Replicate for background removal, separately Sharp/Canvas for controlled rendering. The benchmark for AI functions - simple modules from 30,000 to 70,000 UAH, complex generative modules from 80,000 to 180,000 UAH and above, depending on photo quality and volumes.

> What you need from you for an accurate estimate
>> 1-2 real product feeds in XML or CSV
>> examples of creatives that you consider successful
>> expected volume of products in the feed and update frequency
>> preferred payment provider

> I would clarify 2 things
>> what is the typical feed size - 500, 5,000 or 50,000 products
>> should the templates be the same for all stores or does each client create their own library

> Similar experience Ingello
>> https://business.ingello.com/prime-eva - e-commerce, manufacturing, integrations, fulfillment, and complex business processes
>> https://business.ingello.com/vorfahr - SaaS with AI logic, dashboard, and visual material generation
>> https://systems-fl.ingello.com/ua - our profile on complex IT systems for FLH =)

!!I would start with MVP design for 5-7 days!! - to avoid burying the budget in features that sound nice but are not yet proven by sales. Expand

Budget: 27000 UAH Deadline: 20 days

Good day! I develop in Python, have worked on similar projects with React/Node.js, and am ready for collaboration.

Budget: 27000 UAH Deadline: 30 days

Hello. I have been working with React/Node.js for over 9+ years. I am ready for collaboration. Feel free to contact me.

Budget: 2000 UAH Deadline: 1 day

Hello.

I am a NodeJS developer. I am ready to take it on. Write to me, we will discuss.

Budget: 5000 UAH Deadline: 5 days

Hello, I see that this is not just a SaaS, but a complex product pipeline: feed imports, creative generation, template editor, and auto-renewal. I can design the architecture so that the service scales properly and the MVP is launched without unnecessary risks. I have experience with Laravel, e-commerce, and integrations, so I will help break down the functions into stages, assess AI capabilities, and select a practical stack. Let's discuss the best starting point.

Budget: 10000 UAH Deadline: 10 days

Hello,
- automatic background removal of products
- improvement of photo quality;
- automatic creation of new variants of creatives for A/B testing;
- automatic generation of advertising texts and headlines for products -
this can all be implemented in the MVP version, it is not a problem.

Models for images - nano banana, gpt, midjourney.

Budget: 5000 UAH Deadline: 5 days

Hello. My name is Volodymyr.

I am an experienced developer with 8 years of experience in creating turnkey websites, mobile applications, and complex web systems.

I specialize in developing modern, responsive, and high-performance solutions. Over 8 years of practice, I have built a deep technical stack:

Frontend and interfaces: HTML, CSS, JavaScript, TypeScript, React.js, Next.js, Vite, Tailwind CSS, Bootstrap, and Elementor.

Mobile development: React Native and Flutter.

Backend and API: Node.js, PHP, Python, Laravel, REST API, and GraphQL.

Databases and caching: MySQL, MariaDB, PostgreSQL, MongoDB, and Redis.

Infrastructure and tools: Git, Docker, Nginx, Apache, Composer, and Linux (Terminal).

I effectively analyze client requirements, propose optimal architectural solutions, and strictly adhere to deadlines. In addition to development, I possess skills in design, technical SEO optimization, and project support. Expand

Budget: 20000 UAH Deadline: 30 days

Hello!

I am interested in your project. This is a promising SaaS product with great potential for scaling. For such systems, it is important to lay down a flexible architecture from the start so that new templates, AI features, and integrations can be easily added in the future without reworking the core logic.

For the MVP, I propose to implement:
* a user personal account;
* import of XML/CSV product feeds;
* automatic updating and synchronization of products;
* storage of products in the database;
* generation of advertising images based on templates;
* template editor (logo, colors, text, price, discount, element management);
* preview of finished creatives;
* storage of images in cloud storage;
* generation of a new product feed with updated image URLs;
* subscription system and online payment.

Recommended stack:
* Frontend: **Next.js + React + TypeScript**
* Backend: **NestJS (Node.js)**
* Database: **PostgreSQL**
* File storage: **AWS S3 or Cloudflare R2**
* Image generation: **Sharp + Canvas**
* Processing queues: **Redis + BullMQ**
* Docker for deployment.

Regarding AI, I would recommend dividing the functionality into stages.

For the MVP, it is advisable to keep classic template generation — it is significantly cheaper to implement, faster, and will allow testing demand.

For subsequent versions, it makes sense to add:
* automatic background removal;
* improvement of photo quality;
* AI selection of optimal placement for price and promotional elements;
* generation of advertising backgrounds;
* automatic creation of multiple creative variants for A/B testing;
* generation of advertising banners;
* creation of advertising texts and headlines.

For these tasks, modern AI services can be used (for example, models for image processing, content generation, and computer vision), while the architecture should be built in such a way that the AI provider can be changed in the future without altering the core logic of the system.

**Preliminary estimate:**
* **MVP timeline:** 10–14 weeks.
* **Cost:** starting from **7,000 USD** (final estimate after detailed discussion of requirements).

I am ready to assist not only with the development of the MVP but also with the design of the architecture so that the service is prepared for further development as a full-fledged commercial SaaS product. Expand

Budget: 25000 UAH Deadline: 15 days

Hello!

I have reviewed the project idea. The full implementation of the described service is quite a large SaaS product, so I suggest starting with an MVP of the first version.

For the first stage, we can implement:

* registration and personal account;
* connection of XML/CSV product feed;
* import of products into the database;
* basic product processing;
* generation of advertising images based on a template;
* logo upload;
* setting up main colors;
* preview of the result;
* preparation of architecture for further expansion.

More complex features (drag&drop editor, subscriptions, AI tools, mass generation, automatic updates) are better to be postponed to the next stages to avoid complicating the first version.

Evaluation of the first stage:

**Cost: 25,000 UAH**
**Deadline: 15 working days**

After the completion of the first stage, the product can be expanded gradually.

I am ready to discuss the details. Expand

Budget: 25000 UAH Deadline: 10 days

Hello, I am a website development specialist with 5 years of experience. I create online stores, landing pages, and corporate portals of any complexity. I complete my work quickly and efficiently, and my reviews speak for themselves. Feel free to contact me personally; I would be happy to help.
Best regards, Oleksiy

Budget: 10000 UAH Deadline: 1 day

Hello!

We can develop a SaaS service for you based on these tasks.

1. Do you already have a technical specification, prototypes, or interface examples for the MVP?
2. What features should be included in the first version as a priority?

—
About us

We are dZENcode – a full-cycle IT development company: from design and programming to integrations and post-release support of digital solutions. We create projects from scratch, as well as connect to existing solutions that need refinement, development, or technical support.

You can find detailed information about our services and rates on our official website: Freelancehunt

Take a look – after that we can discuss the details and agree on the next step.

⚠️ After clarifying all the details, we will determine the scope of work, the suitable format of cooperation: task-based, outsourcing, or outstaffing – and the final cost.

With us, projects are guaranteed to reach release:
• 10+ years providing IT services;
• 90+ in-house specialists;
• 250+ public reviews since 2015;
• We support products under SLA after launch;
• We work under NDA and a contract with the company! Expand

Budget: 5000 UAH Deadline: 1 day

Good day.

The project is clear. It is a SaaS with a pipeline: import XML/CSV feed → product parsing → storage in the database → creative generation by template → image storage in the cloud → generation of a new feed for Meta / Google Shopping.

I see the MVP as follows:

user cabinet;
connection of XML/CSV feeds;
normalization and storage of products in PostgreSQL;
template editor on React / Canvas / Konva;
server-side rendering of creatives via Sharp / Canvas;
task queues for bulk generation;
storage of images in S3 / Cloudflare R2;
auto-updating of feeds via cron;
export of a new feed with updated URLs;
subscriptions and online payment.

I would add AI to the MVP cautiously. It is really useful at the start — background removal and generation of advertising texts. The rest: photo enhancement, background generation, A/B variants, automatic placement of elements, and full AI generation of banners — is better to move to the next stages.

For AI services, OpenAI can be used for texts, remove.bg / Photoroom / Replicate for background removal, and basic banner generation can be done deterministically through templates, so prices, discounts, and logos do not "drift."

I am ready to break the project into stages, select the optimal stack, and implement the MVP with the possibility of further scaling and connecting AI modules. Expand

Budget: 26900 UAH Deadline: 34 days

Good day! My name is Valentin, and I represent Arctic Web Agency. We are a team that specializes in creating modern and effective solutions for businesses. I can provide examples of our similar work in personal messages. We are ready to take your project to work!

Sincerely,
Arctic Web Team
Freelancehunt

Budget: 27000 UAH Deadline: 30 days

Good day!

I have experience in developing complex web services, including SaaS solutions, working with product feeds (XML/CSV), content generation, and automating marketing processes.

The described project looks like a classic SaaS with high backend load, data processing, and media content generation, where the key challenges will be:

- stable processing of large product feeds;
- task queues for image generation;
- scalable template system;
- fast operation of the creative editor;
- control over the cost of external AI/API integrations.

From a technical point of view, such systems are usually built through modular separation (data import, generation, templates, billing), with task queues and a separate service for media processing.

I have experience implementing similar tasks in e-commerce projects, specifically:

- working with large product databases and feeds;
- automatic content generation based on templates;
- integrations with external image processing services and AI APIs;
- supporting legacy and high-load systems.

Regarding the AI part - it logically adds in stages. Some functions are advisable to launch immediately as lightweight integrations, while more "heavy" tasks (like background generation or smart layout) should be left for subsequent iterations after market validation.

I can participate in the full development cycle (from architecture to release) or connect to specific modules (backend, feeds, generation, system optimization).

Regarding task estimation - each step needs to be developed separately, as the system is not small and requires detailed consideration with the client.

I would be happy to discuss the details and the current state of the project. Expand

Budget: 27000 UAH Deadline: 40 days

Alla, good afternoon!

The project is clear and it fits my profile perfectly — a full-cycle full-stack: from feed processing to image generation, dashboard, and online payment. Straight to the point, as I see that understanding the architecture is important to you, not template phrases.

Here’s how I see the core of the service:
1. Parsing feeds (XML/CSV) → products into the database with periodic synchronization.
2. Server-side image generation — overlaying templates (price, discount, badges, logo) on product photos. This is the heart of the service — I do it through server-side rendering (Node + sharp/canvas) to ensure the result is stable and fast even with thousands of products.
3. Template editor in the dashboard (brand colors, logo, badge text, price/discount placement, preview).
4. Generation of a new feed with updated image links — ready for Meta Ads / Google Shopping.
5. Dashboard, subscription, and online payment.

What I recommend for the MVP and what for phase 2 (you asked about this):
— MVP: points 1–5 above. This is already a working product that brings value and revenue.
— Phase 2 (AI): background removal and photo enhancement — the cheapest and most useful, I recommend starting with this (ready APIs like remove.bg or self-hosted models). AI banners and A/B generation of creatives are more complex and expensive; I would leave them for later when there is a flow of clients.

Approximately for the MVP: 30,000 UAH, ~7 weeks. I will send a detailed breakdown for each function (with complexity and cost, as you requested) after a short call — to ensure the numbers are honest and not pulled out of thin air.

I work with Next.js + TypeScript, PostgreSQL, with cloud storage and payment integrations. I can send examples of my full-stack work. Expand

Budget: 27000 UAH Deadline: 60 days

Hello!

To launch the service quickly and test it with real users, I suggest focusing on the following core features:

1. User Cabinet: Registration, authorization, subscription management, and profile management.
2. Data Handling: Importing product feed (XML/CSV), saving products to the database, exporting the updated feed.
3. Branding: Ability to upload the company logo and choose brand colors.
4. Template Builder + Preview: An interactive tool where the user customizes the appearance of the banner (position of price, discounts, logo, toggling on/off badges) and immediately sees the result.

Regarding the stack and architecture.
I propose to implement the project on the Node.js stack (Backend) + Angular or React (Frontend). This gives us a huge technical advantage — code reuse.
Here’s how it will work in practice for resource optimization:
1. Preview Generation (on the Frontend): When the user works in the builder and customizes one specific banner, all rendering logic is executed right in their browser. This works instantly for the client and does not load our server at all.
2. Bulk Generation (on the Backend): When the user says "I like everything, let’s automate for the entire feed," the Node.js backend takes the same templating code, generates thousands of banners for all products in the background, uploads them to cloud storage, and forms output links for the new feed.
This approach will allow the service to be very fast and inexpensive to maintain (server resources will not be spent on minor user operations in the builder).

The estimated budget for developing such functionality is 200,000 UAH.

Regarding AI functions. Everything is feasible, but it is technically and financially more reasonable to move them to a separate phase (Phase 2) immediately after the MVP launch, as they require integration with third-party paid APIs. Expand

Budget: 3000 UAH Deadline: 1 day

Hello.
The project can be done in 2 stages:

1 - Complete everything you described with AI, so we can launch faster, test, and after a certain time (1-2 weeks, understand where it makes sense to use AI among what you described). But I would add text generation in the first version, as this will provide a significant bonus during work and testing.
2 - After that, gather feedback from usage, improve functionality to make it easier to work with the service, and gradually introduce AI (one functionality at a time and upon request).

I have worked with photo generation, cloud storage, AI implementation in services, project deployment, and most importantly, launching a project from 0 to a working state; here is one of the client projects - https://shukayu.com.ua/

After that, we can implement a subscription based on the number of products for monetizing the service.

I will provide approximate timelines and costs for developing the first version, so you can have a rough idea:
Timeline: 5-7 weeks
Cost: $2500-3400

For the second stage, we will base it on the necessary functionality and implement an hourly rate for work.

The project is interesting; many are currently launching ads on Facebook, Instagram, and Google. Additionally, we can add the generation of screenshots of reviews from social media (I already have some functionality), which will help attract new clients for subscriptions. We can also add AI to automatically generate text for conversations and reviews for faster generation.

I would be happy to work on this project for you. If you're interested, we can discuss further and agree on the terms. Expand

Budget: 27000 UAH Deadline: 60 days

Hello.
I have reviewed the task.
I will create a quality website with clean optimized code and modern design.
Write to me, and we will discuss the project details!
----------------------------------
Private web developer. Experience – 10 years.
Design, layout, WordPress website development.

Budget: 20000 UAH Deadline: 25 days

Good day!

Your project looks very interesting, and for its implementation, I would recommend using Django + Django REST Framework as the foundation. This stack is excellent for SaaS platforms with a lot of business logic, data processing, content generation, and integrations with AI services.

I can implement:

1. User personal accounts with a subscription and payment system.
2. Uploading and automatic processing of XML/CSV feeds.
3. Storing products in the database and synchronizing them.
4. Generating advertising creatives based on templates.
5. A visual template editor with settings for logos, colors, prices, discounts, and other elements.
6. A preview of the result before generation.
7. Automatic generation of a new product feed with updated images.
8. Storing files in the cloud and scheduled feed updates.

The architecture can be built in such a way that in the future, it will be easy to integrate OpenAI, Anthropic, and other AI models for automating these processes.

I would be happy to discuss the details, help with the technical architecture, and implement a modern and scalable service. Expand

Budget: 27000 UAH Deadline: 60 days

Hello. I can do your project. I have experience. Write to me and we will agree.

Budget: 5000 UAH Deadline: 5 days

Good day!

I will gather your service — from feed processing to generating advertising images based on templates. This is a specialized combination for me (backend + image generation + editor + billing), and the AI part is separately my strong suit.

What I see in the MVP (without AI, using ready-made templates):

- user cabinet;
- connection and parsing of XML/CSV feeds, saving products in the database;
- image generation engine — overlaying price, discounts, logo, promotional badges on product photos (server-side rendering based on the template);
- simple template editor: logo, brand colors, text for badges, positions for price/discount, toggle elements on/off, preview;
- storing images in the cloud (S3 / Cloudflare R2);
- generating a new feed with updated image links (for Meta Ads / Google Shopping);
- auto-updating feeds;
- subscription + online payment.

Regarding AI (you asked for an assessment — what’s in the MVP, what’s next, which services):

- Quickly and cheaply, it can be done early: AI texts and headlines (GPT/Claude/Gemini), background removal for products (rembg / remove.bg API) — this can realistically be integrated at an early stage;
- Next stages (more complex): AI backgrounds for products and AI banners (SDXL/Flux inpainting), improving photo quality (Real-ESRGAN), A/B variants of creatives;
- The most complex, for later: auto-detection of the best place for price/discount (saliency analysis of composition) — this is R&D, not for MVP.

So the MVP is based on ready-made templates (generation without AI), and we layer AI gradually. I will provide a detailed breakdown of the complexity and cost of each AI function separately.

The project is extensive — we will proceed in stages so you can see the working result at each step. I will gladly lay out the details and AI roadmap in personal messages. Expand

Budget: 1000 UAH Deadline: 1 day

Good day!

I carefully read the specifications — this is not just a "picture generator," but a combination of three engineering non-trivial parts: processing product feeds (XML/CSV for Google Merchant and Meta have different formats), batch generation of creatives based on templates, and a template editor with previews.

My profile is backend on Node.js/NestJS. I have experience with integrations, processing product/catalog feeds, and with queues for batch processing of large volumes — this is exactly what the core of the service relies on: connecting feeds → products in the database → batch generation → new feed with stable image URLs.

The riskiest part here is ensuring that the preview in the editor matches pixel-for-pixel with the final render on the server. I would address this with a shared render layer (one code for both the browser and backend) to work on the principle of "what you see is what you get." As for AI functions for the future: it makes sense to generate the background logically with a model, while applying price/discount/logo deterministically on top — otherwise, the text will "drift." Some AI features (background removal, auto-texts) can be enabled already in the MVP, the rest — gradually.

I am ready to start with a clear MVP and move forward iteratively.

Cost and timelines will be agreed upon after clarifying the specifications. Expand

Budget: 27000 UAH Deadline: 30 days

I work on similar projects (content generation, currently without images), with images (related to the content topic, I extract from freepik using a keyword phrase). The cost can be discussed. During the development period, I provide a test server.

Budget: 27000 UAH Deadline: 28 days

Hello!

Our team is ready to implement the project "turnkey" - from design to full development and launch. We have experienced developers, designers, and UX/UI specialists in our team, so we can create a convenient, modern, and functional product according to your requirements.

We will be able to determine the deadlines and budget accurately after discussing the details and understanding the full scope of work. I would appreciate your feedback; I can send examples of our work in private messages.

Budget: 8000 UAH Deadline: 7 days

Good day!

I am interested in your project. I have experience in developing fullstack solutions using Next.js, React, Node.js, PostgreSQL, and working with image generation, third-party API integrations, and payment systems.

I envision the MVP implementation as follows:

• User cabinet with authorization and project management.
• Connection of XML/CSV feeds and automatic product import.
• Storage of products in the database.
• Template builder with logo settings, brand colors, prices, discounts, and text blocks.
• Generation of advertising images based on templates.
• Preview of creatives before mass generation.
• Storage of images in cloud storage.
• Automatic generation of a new feed with updated image links.
• Subscription system and online payment.

Regarding AI functions, for the MVP, I recommend keeping basic creative generation based on templates, while more complex AI capabilities can be implemented gradually after the product launch.

In subsequent stages, we can add:
• automatic background removal for products;
• improvement of photo quality;
• AI generation of advertising backgrounds;
• automatic creation of multiple creative variants for A/B testing;
• generation of advertising texts and headlines;
• intelligent placement of prices, discounts, and other elements on the image.

For implementing AI functions, modern models and services such as OpenAI, Flux, Replicate, Cloudinary AI, Remove.bg, and other solutions can be used depending on the budget and quality requirements.

I would be happy to discuss the details, service architecture, development stages, and estimated timelines. Expand

Budget: 12000 UAH Deadline: 18 days

Hello!
The idea of the service is simply wonderful and maximally commercially promising. Automation of dynamic creatives for product feeds (Data-Driven Creatives) is currently a huge trend in e-commerce and arbitrage for Meta Ads and Google Shopping.
We have thoroughly analyzed the technical architecture of the project with a team of 3 developers. Launching a full-fledged SaaS with a custom builder, payment systems, and AI from scratch in 18 days is objectively unrealistic for any team composition due to the huge volume of background logic under the hood.
However, in 18 days we can launch a stable and fully functional MVP if we prioritize correctly and move complex modules to the next stage.

How we propose to optimize the MVP for the 18-day deadline:
Payment system - to the second iteration: Setting up Stripe/WayForPay, subscriptions, and processing bank webhooks takes a lot of time. For the MVP, it’s better to launch the service in closed beta mode (free for feedback for the first clients) or manually grant premium access through the admin panel after payment to your account. This will save 3 days of development.
All AI functions - to the second iteration: We will smoothly implement AI integration (including background removal) immediately after the release of the first stable version. At the start of the MVP, clients will upload products already with ready-made white or transparent backgrounds.
Simplifying the editor: Instead of a complex builder where elements move with the mouse (drag-and-drop), we will create 5-7 ready-made stylish design presets (for example: "Price at the bottom left", "Promotion at the top right"). The user will be able to upload a logo, choose brand colors, text for the banner, and a preset - this will save a lot of time on the frontend and allow us to meet the 18-day deadline.
https://leorent.netlify.app/

Budget: 27000 UAH Deadline: 40 days

I understand the task: a SaaS where the client adds a link to a product feed in XML or CSV, the service pulls products and photos, generates advertising images based on templates with price, discount, logo, and labels, provides a simple template editor with a preview, saves images in the cloud, and delivers a new feed with updated images for Meta Ads and Google Shopping. Plus a dashboard, subscription, and payment.

Regarding the engineering part, I see it like this. The backend parses and periodically updates XML and CSV feeds, storing products in the database. Image generation is a heavy operation, so I will move it to an asynchronous queue to prevent the dashboard from hanging with large catalogs. Rendering creatives based on templates using Pillow allows for precise positioning of price, discount, and labels, while the template editor saves the config that the backend applies during rendering and shows in the preview. Images are stored in cloud storage, and then I generate a new output feed with new links. Subscription and payment through a payment provider, user dashboard.

As for the AI features you want to discuss for the future, I can immediately outline what is feasible for the MVP and what can come later. In the first release, I would not include AI at all; template rendering covers the main value. Then, in order: automatic background removal through segmentation models, upscaling quality, auto-detection of placement for price and elements, generation of backgrounds for products and advertising texts and headlines through LLM. These are separate modules, each can be activated step by step without rewriting the core.

Regarding relevant experience: I have built backend services on FastAPI with asynchronous processing and queues, API integrations, and data enrichment through LLM. So, the pipeline of feed plus queue plus generation plus new feed is a clear architecture for me.

To provide a concrete assessment of the stages: is the frontend of the dashboard and template editor on me, or do you already have a design or frontend team, and I handle the backend and generation? This will determine the breakdown of work.

Budget: 22000 UAH Deadline: 21 days

Trust a professional with over 10 years of experience! The rate and deadlines are current!
I will be glad to cooperate!
Experience in commercial development of online stores on CMS, business portals, and corporate websites - 11 years!
+CMS: WordPress(+Woocommerce), PrestaShop, Opencart, Joomla, Bitrix, MODX, DLE, Shopify
php/html/css/js/Mysql, PhotoShop/Figma
Examples of work (from scratch, turnkey):
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https://rebitc.com
https://amari.net.ua/
https://heypretty.gr/
https://thaibalispa.pl/
https://wildandorganic.com/
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https://pricemds.com/
https://picupmedia.com/
https://www.serasar.com/ Expand

Budget: 27000 UAH Deadline: 90 days

Hello!

The task is clear and fits well with my stack (Laravel + Vue 3). Let's get straight to the point about the main aspects that will determine the timeline and budget.

The core of the MVP here is not about AI. It’s a deterministic pipeline: we connect a feed (XML/CSV, essentially Google Merchant or Meta Catalog), parse and save products, generate creatives based on templates, provide a template editor, export a new feed with updated links, plus subscription and payment. The entire AI block is a separate roadmap, and I wouldn’t mix it with the MVP, otherwise the launch will be delayed.

Here’s how I see the implementation.

Backend on Laravel: background queues for batch generation (the feed can contain tens of thousands of products), billing through Stripe, scheduled regeneration of the feed.

Template editor on Vue: canvas with layers (logo, brand colors, price and discount positions, toggle elements, preview).

Image generation with WYSIWYG: what the user sees in the preview is exactly what goes into the feed, one to one.

Storage in the cloud (S3/R2) and a stable URL for the output feed that advertising platforms will query.

Regarding AI, what is feasible and when.

In the MVP or the nearest phase: background removal (Photoroom, remove.bg, Claid) and generation of ad texts and headlines (LLM). High value, low complexity.

Later: AI backgrounds for products, upscale quality, auto-detection of spots for overlays, generative banners. This is more complex and expensive, making sense after validating the MVP.

As for timelines: a working MVP without AI will take several months of intensive work, not just a couple of weeks. AI functions will be added iteratively on top. I will provide an exact estimate for the stages after a couple of clarifications: what specific feed formats are expected and what volume is anticipated (products per feed, generations per month). This will affect the architecture and cost.

I work in stages, with clear intermediate results. I am ready to discuss the details. Expand

Budget: 25000 UAH Deadline: 10 days

Good day. I have worked with the konva.js library, which allows creating something like a template while saving the positions of tiles in JSON. I can propose to create a service in PHP / Yii2, which is quite fast. For the MVP, I would suggest implementing basic functionality that will allow users to fully try the service:
- registration/account
- creating/editing templates
- manually creating one product
- generating an image for one product
- uploading feeds with products with fixed field names
- bulk image generation
- generating a feed for a specific platform (preferably for Meta, but it's up to your discretion)
In this form, without any special design (Bootstrap plus, maybe some free theme for it) - 6-7 working days / 25k. You will be able to see how everything works and even roll it out for public access to get user feedback on what is convenient/inconvenient, what to add, etc.

Budget: 27000 UAH Deadline: 21 days

Hello!

I will develop a service for you to generate advertising creatives from product feeds, with a user cabinet, XML and CSV processing, a template editor, previews, new image generation, an updated feed, and a subscription and online payment system. For such a product, it is important to correctly separate the MVP and subsequent stages right away, in order to quickly launch a working version without overloading it with overly complex AI functionality at the start.

We have experience in developing web services, automating business processes, and complex logic on Laravel + Vue, so we will be able to not only implement the basic functionality but also provide practical recommendations on which AI capabilities are advisable to include in the MVP and which are better to defer for further product development. Please write to me in private messages on the platform, and we will discuss the implementation, service costs, rates, and deadlines in more detail.

Budget: 27000 UAH Deadline: 21 days

Good day!

An interesting product — feed-to-creative automation, similar mechanics to Pebblely/Vue.ai, but with its own template editor.

Architecture: Node.js backend, XML/CSV feed parser into the database (PostgreSQL), template editor on React (logo, colors, placement of price/discount, real-time preview). For rendering images, I suggest not writing your own engine from scratch, but using a ready-made API — Bannerbear or Placid: you set up the template once in their visual editor, then simply pass the product data through the API and get a ready image. This significantly reduces the MVP and lowers maintenance costs.

Regarding Canva — they have a Connect API (Autofill), but it is designed to work within the Canva interface and is less suitable for a fully automated pipeline "feed → image without human involvement." Bannerbear/Placid are better suited for this case. A ready feed with updated image URLs is generated automatically when prices/stock are updated. Subscriptions — Stripe.

As for AI functions in the MVP, it is worth considering:
— automatic background removal of the product (remove.bg / Clipdrop) — advisable already in the MVP, the most visible effect for the client;
— automatic determination of the best place for price/labels — a simple algorithmic version (contrast analysis/free zone of the photo) will suffice at the start without AI.

For the next stages, it is better to leave: improving photo quality, generating backgrounds, A/B variants of creatives, AI banners, and auto-texts — these are separate models that significantly increase the complexity of the MVP without critical necessity for launch.

MVP (dashboard, feeds, templates, editor, generation through Bannerbear/Placid, subscription): up to 3 weeks

GitHub: https://github.com/axbuglak
Examples:
https://rstays.com
https://momicro.com

Ready to discuss details on a call.

Best regards, Buglak Oleksii Expand

Budget: 2000 UAH Deadline: 2 days

Hello, Allo.

I have understood your specifications and grasped the logic of the service. Here’s how I see it:

How the service works, step by step:

The user registers, logs into their account, and connects their product feed by providing a link to XML/CSV. The service retrieves this file, parses it, and extracts all products: name, price, discount, photo. All this is stored in a database under a specific user—each has their own catalog.

Next is the heart of the service: the template editor. The user sets up how their advertising image should look once: uploads a logo, chooses brand colors, edits text on the banners, specifies where the price and discount will be, toggles elements on/off, and immediately sees a preview. In other words, they create one design that can be applied to the entire catalog.

Generation is on demand, not in bulk for everything at once. Here, I would give the user a choice rather than generating all products automatically. In the catalog, they see a list of products and decide for themselves: to create a creative for one product, manually select a few needed ones, or launch it for all at once. This way, they do not waste limits and time on items they do not need to advertise right now.

It is also important: regeneration individually. If a creative is not liked, the user regenerates just that one (or changes the template and updates only the selected products), rather than restarting all 2000 from scratch. Each image lives separately.

Ready creatives are stored in the cloud, and the service forms a new feed where links to photos lead to new images. This feed is connected by the user to Meta Ads, Facebook, Instagram, or Google Shopping—showing branded images with prices and discounts in the ads.

When something changes in the initial store feed (new product, different price)—the service automatically retrieves the feed and suggests updating the creatives for the changed items. There’s no need to manually sift through anything.

Subscription and payment:

I see it this way: monetization is tied to the volume of the catalog. For example:

Free—up to 100 products, to try the service live.
Start (monthly)—up to 2,000 products.
Business—up to 10,000+ products, several feeds and templates.
Limits can revolve around the number of products, generated images, or connected feeds—specific numbers and rates we will determine together. Payment online directly on the site, with auto-renewal of the subscription.

Regarding AI:

Here, I would divide it into stages. In the first version, we take what delivers results immediately and cheaply: background removal of the product and, if desired, generation of advertising texts. More complex tasks—generating backgrounds for products, AI banners from scratch, auto-placement of price/discount—I would leave for the next stages, as this requires model selection and tuning. Expand

Budget: 5000 UAH Deadline: 14 days

The project is interesting, I read the description carefully. Essentially, it is a SaaS with three main layers: parsing and storing product feeds (XML/CSV), generating images based on templates, and an output feed for Meta or Google Shopping. This is exactly the type of product where it is important to lay down the right architecture from the start, as adding AI features (background removal, background generation) will be much easier later on.

I have 3.5 years of commercial experience with TypeScript, Vue/Nuxt, NestJS, PostgreSQL. I have experience working with B2B e-commerce platforms, where I also tackled tasks involving processing large product catalogs and cloud storage. I plan to build the template editor with a preview using a canvas-based approach, generating images on the server to avoid client dependency. I will integrate subscriptions and payments through Stripe or LiqPay.

I am ready to discuss the details of each block, estimate the scope, and agree on the tech stack according to your requirements.

Budget: 26000 UAH Deadline: 26 days

Greetings.

We would recommend building the system in stages, starting with a stable core product, and then gradually expanding the AI capabilities.

For the first version, it is advisable to implement a user cabinet, processing of XML and CSV feeds, product storage, a template editor with the ability to customize the logo, colors, and individual elements, generation of new advertising images, automatic feed updates, and the formation of a new feed with updated image links. This approach will allow for a quick working product to be obtained and tested with real users.

Regarding AI functions, it is more reasonable to leave most of them for the next stages of development. Automatic background removal, photo quality enhancement, generation of advertising backgrounds, creation of creative variants for A/B testing, and generation of advertising texts can be separate modules that will expand the service's capabilities without complicating the first release. For such tasks, modern AI solutions based on OpenAI, Gemini, Flux, or specialized services for working with images can be used.

Architecturally, we would recommend implementing the project as a scalable web service with the potential for further development, as it could potentially evolve into a full-fledged product for e-commerce and performance marketing. This will allow for the addition of mobile applications, more advanced AI functions, and an expanded set of supported advertising platforms in the future.

Initially, the development of such a solution should be considered as a phased project. The timeline for creating the first working version is approximately 4-8 months, and the MVP budget will depend on the depth of the template editor, load, and necessary integrations, approximately $1,000-5,000. We would be happy to discuss the architecture in more detail and propose an optimal roadmap for the development of the service. Expand

Budget: 1234 UAH Deadline: 1 day

Good day!
Very strong SaaS idea. Similar solutions are currently gaining popularity in e-commerce, but I see several interesting advantages in your concept.

I already have a vision for the MVP, the stack, and which AI features should be implemented right away to achieve maximum value without unnecessary costs.

I would be happy to discuss the project and suggest the optimal implementation path.

Budget: 5000 UAH Deadline: 5 days

Hello! I have technical experience in Python development and data processing (XML/CSV), so I understand the architecture of such a service.

The project is interesting, and here is my vision for implementation:

MVP (Minimum Viable Product): For the first version, I recommend focusing on stable feed processing and a basic image generator using libraries (such as Pillow or ImageMagick). AI features (background removal, photo enhancement) are better integrated through ready-made APIs (like Remove.bg or OpenAI Vision), rather than building from scratch — this significantly reduces the cost of developing the MVP.

Architecture: I suggest using Django (for the admin panel and business logic) + Celery (for background image generation), as this stack is ideal for handling large volumes of data and task queues.

AI part: I fully support the use of AI, but at the MVP stage, it is advisable to limit it to automatic background removal. Everything else (text generation, A/B options) is perfect material for V2.0, when you have a user flow.

I am ready to discuss the details, estimate timelines, and outline a roadmap for the MVP. I have experience implementing similar projects where automation was key.

Looking forward to your response! Expand

Budget: 1500 UAH Deadline: 1 day

Good day! I will create the platform and will provide support, taking full responsibility; the duration depends on the revisions. For your price. I have extensive experience in app development.

Message me!

June 18

Budget: 16000 UAH Deadline: 5 days

Hello! I can fulfill your order as I have experience in building high-load parsers, e-commerce automation systems, and integrating generative AI models. Here are specific implementation proposals and project estimates:

Backend and queues: Node.js (NestJS) + BullMQ + Redis. Processing feeds of 10,000+ products will occur asynchronously in background threads to prevent server crashes due to load.

Image generation (MVP): Sharp or Canvas library on the server. Overlaying prices, tags, and logos will be done by code in milliseconds. This is free for you and does not require expensive GPUs.

Template editor: React + Konva.js / Fabric.js for creating a UI builder (drag-and-drop elements and preview).
Storage: Cloudflare R2 (no charge for outbound traffic when Facebook/Google will be mass downloading images).
What we do in MVP:
Automatic background removal: Critical for products. We implement this through a fast API (Clipdrop / remove.bg) or connect a lightweight local model RMBG-1.4.
Text/title generation: To improve CTR of product names, we integrate GPT-4o mini or Hermes 3 (this is cheap and fast). Expand

Budget: 1000 UAH Deadline: 1 day

Hello!

The idea is clear — essentially, this is a SaaS for automatic generation of advertising creatives from a product feed, with a template editor and subscription. The project is interesting, I see how to implement it.

Regarding the stack: backend on FastAPI, image generation via Pillow (templates, banners, prices, logos), template editor on Fabric.js, cloud for images — S3 or Cloudinary, subscriptions — Stripe, LiqPay, or WayForPay to choose from. A new feed with updated links to images is generated automatically after creation.

About AI: for the MVP, I would recommend implementing background removal now (rembg — free, works locally, gives good results) and generating advertising texts/titles through OpenAI — this is real value for the user without significant costs. Everything else (background generation, A/B variants, photo quality improvement) — these are next versions, requiring separate AI services and a larger budget.

One point I want to clarify privately — the template editor: a full-fledged drag-and-drop canvas and configurator through a form (selection of positions, colors, toggling elements on/off) — this is a very different scope of work. This will affect the final assessment of timelines.

I hope for collaboration! Expand

Budget: 27000 UAH Deadline: 45 days

Good afternoon. I have already developed separate parts of this technical specification for various projects. For example, a WordPress site that currently has over 100 million products uploaded and updated via XLS feeds and works perfectly without any lags. For specific examples of implemented services and detailed discussion, please write.

Budget: 27000 UAH Deadline: 60 days

I am implementing a project focused on creating a scalable SaaS product, rather than just a standalone tool for generating images. Such systems require a well-thought-out architecture, as they simultaneously combine working with product feeds, image processing, cloud storage, generating new feeds, personal accounts, and a subscription model. Special attention will be paid to ensuring that the MVP is as useful as possible for the business and allows for seamless future development of the service. The basic functionality will be built in such a way that AI capabilities can be easily integrated later without the need to rewrite the entire system. In the first phase, it is advisable to implement image generation based on templates, a template editor, previews, automatic feed updates, cloud storage, and a subscription system. AI functions should be gradually introduced, as they significantly increase complexity and costs. Future versions may utilize OpenAI, Gemini, Flux, Stable Diffusion, Ideogram, Replicate, Cloudinary AI, or AWS Rekognition. Automatic background removal and photo enhancement are considered medium complexity features, while generating advertising backgrounds, A/B variants of banners, and automatically determining the optimal placement of elements are more complex tasks. This approach will allow for a quick market launch of the product and gradual expansion of its capabilities according to user needs.
Work plan:
Designing the architecture of the SaaS platform.
Developing user personal accounts.
Implementing XML and CSV feed imports.
Storing products and images in the database and cloud storage.
Creating a template builder and preview system.
Generating advertising creatives and new product feeds.
Setting up automatic data updates.
Implementing subscriptions and online payments.
Testing performance and scalability.
Preparing the architecture for future integration of AI capabilities. Expand

Budget: 1000 UAH Deadline: 1 day

Hello! I can implement this service as a SaaS solution: user cabinet, import of XML/CSV feeds, storage of products in the database, template builder, generation of advertising creatives, cloud storage of images, automatic feed updates, and creation of a new feed for Meta/Google Shopping. For the MVP, I recommend initially implementing templates, image generation, previews, and a subscription system, while AI functions (background removal, background generation, A/B creatives, texts) should be moved to the next stage. I will suggest the optimal stack and AI services (OpenAI, Replicate, Stability AI, Remove.bg). The estimated cost of the MVP is from $3000, with a development period of 6–8 weeks. I am ready to discuss the architecture and implementation stages in detail.

Budget: 27000 UAH Deadline: 30 days

I see the task as an MVP based on a template generator with a feed pipeline and processing queue: XML/CSV → product normalization → image generation based on templates → storage in S3/analog → formation of a new feed. For the template editor, it is optimal to implement drag & drop with fixed blocks (price/discount/logo) to avoid a complex no-code constructor at the start and to bring the product to market faster. AI functions can logically be added in stages, starting with background removal and auto-generation of backgrounds; the rest is better left for the phase after the first revenue.

I am ready to take this on and break the process into stages to quickly create a working MVP and lay the architecture for AI-based extensions. Let's discuss the details and priorities.

Budget: 2000 UAH Deadline: 5 days

Alla, hello! I understood the essence: this is not just a cabinet with feeds, but a generator of advertising creatives where the whole value lies in the template engine rendering images consistently and quickly even for thousands of products. The most important technical decision at the start is the choice between server-side rendering via Sharp or Canvas and client-side rendering via Fabric.js, as this affects both the quality of the preview in the editor and the speed of feed generation. For the MVP, I would only use AI for background removal through the rembg or remove.bg API, because clean product photos are the foundation for everything else; the rest of the features can be added later. Write to me privately: is there any reference service you are focusing on for UX, and how many products does a typical client plan to process in the feed?

Budget: 1500 UAH Deadline: 7 days

Good day, Alla!

I have reviewed the feedback from other specialists on your project. I want to help you have the opportunity to communicate not only through GPT chats.

For now, I will refrain from making an offer, as it is important to understand the ultimate goals of creating the SaaS service. To do this, please clarify:
- What are the launch timelines: is an MVP needed for a quick start?
- Is there a detailed specification or vision for the service?
- What is the goal of the service: advertising, automation, integration?
- Are you planning a unique design or a template?
- What AI services or models do you plan to use?

Factors affecting cost and timelines:
1. Complexity of functionality: integration with XML/CSV feeds, image generation, template editor.
2. Subscription system and online payment.
3. Use of AI for automation, such as background removal.
4. Data storage in the cloud and feed updates.
5. Level of detail in the specification and availability of ready-made solutions.

At the initial stage, it is important to agree on the final vision of the SaaS service, which we will reflect in the technical specification. This will help understand what solutions are already available on the market and create something unique.

I understand the importance of integrating your service with feeds for automation in online stores. The idea of creating advertising images based on templates is relevant for increasing advertising effectiveness on Meta Ads, Facebook, Instagram, and Google Shopping platforms.

The next step is to briefly discuss the project and understand how well we fit each other. Let's finalize the details in correspondence or at a meeting. Expand

Budget: 1000 UAH Deadline: 1 day

Good day, I am ready to complete your task quickly and efficiently. I have extensive experience in creating various bots. Please write to me in private messages to discuss the details. I would be happy to help :)