Automatic labeling of PDF orders for production

Good day!
I am ready to develop a program for the automatic processing of PDF files with orders. The solution will work as follows: you upload a PDF, the system automatically determines the type of product and upsells, highlights the orders in color according to the rules, adds graphic shapes based on parameters, and generates a new PDF, ready for printing without changing the text.

I will provide an admin panel where you can:

change colors;
edit product determination rules (keywords);
configure upsell definitions;
add new languages and parameters.
…
All changes will be made without code intervention — through the interface.

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Good day, Inna.
I will develop a simple and elegant tool for processing PDFs and generating output files. I have successful experience in completing similar projects.

I will complete everything quickly and with quality.

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Hello. I can implement such a solution in Python: uploading PDF from CRM, automatic identification of product type and upsells by keywords, color coding of orders, adding graphic shapes according to specified rules, and generating a new PDF without changing the text. It is also possible to create a simple admin panel where colors, keywords, upsell identification rules, and support for new languages can be configured without code modifications.

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First, you need to see an example of the PDF file, please contact.

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Good day! I am ready to take on the development of this program.

**Tool:** Python (PDF processing: PyMuPDF / PDFMiner) + web admin panel for settings.
**Functions:** automatic product and upsell identification by keywords, color coding of orders, adding graphic shapes, generating a new PDF without changing the text.
**Admin panel:** changing colors, editing product identification rules, configuring upsells, adding languages — without changes to the code.

**Deadline:** approximately 5–7 days after receiving PDF samples and identification rules.

I can start immediately after receiving the file samples and requirements.

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Hello, Inna!

Our IT company creates and improves websites that operate stably, quickly, and solve specific business tasks for clients. We are engaged in developing websites "from scratch" as well as enhancing existing solutions, increasing their performance and user experience for your users.

We have experience in:
- developing responsive and fast websites on various platforms (WordPress, OpenCart, Shopify, WIX);
- integrations with payment systems, CRM systems, external services, and internal systems;
- optimizing the performance and security of websites;
- setting up analytics and basic SEO tools;
… - software development and automation of business processes: managing customer databases, resource accounting, automating repetitive tasks, integrations with third-party systems;

After completing the project, we provide 14 days of technical support, during which we help adapt the system to your final business processes and consult on any questions regarding the completed work. Thanks to the free support of the completed project, this allows you to be confident that the developed solution operates stably from the moment of launch and does not require any additional adjustments.

We work in a structured, responsible manner - focused on results that meet your business goals.

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Good day. I have experience with the PDF program. Please send an example of the order as well as the file. What is the interval and how often should this be used? Contact me to discuss the details and we will find a solution for your task.

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Good day.

I can implement such a program for your tasks: automatic processing of PDFs with orders, identification of product types and upsells, color coding, and generating a new PDF for printing without changing the text.

It is also possible to create a separate admin panel where, without interfering with the code, you can change colors, keywords, rules for identifying upsells, languages, and other parameters.

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Hello! I am a developer specializing in automation and data processing. I have analyzed your technical specifications; the task is more complex than it seems at first glance due to the specifics of the PDF format.

Technical nuances that I see:

- Coordinate grid: PDF is not text; it is a set of coordinates. Placing 8 orders on A4 so that shapes and colors fit exactly within the order boundaries without shifting when the text volume changes is a separate mathematical problem.
- Flexibility without changing the code: creating an interface where you can change the rules and colors yourself is the development of a full-fledged logic engine, not just a script.

My budget proposal: I estimate the complete implementation of the system (with an admin panel, rule management, color and shape selection through the interface) at 12,000 UAH. This is the price for a reliable tool that won't break tomorrow.

… If the budget is strictly limited, we can consider an MVP option: let's start small. For a lower cost (to be discussed individually), I will develop the core of the system:

- Automatic processing and labeling of orders according to your current rules.
- Configuration of rules through a simple file (JSON/YAML), rather than through a web interface.
- Output PDF, ready for printing.

This will allow you to address the main pain point of production right now, and the admin panel can be added later when you are convinced that the algorithm works perfectly.

I am ready to discuss the details and familiarize myself with the structure of your PDF files in private messages. Please send a sample file, and I will provide a more accurate timeline.

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Hello)
I am ready to take on your work. I have been working in the development of various programs for 6 years. I will do everything turnkey, quickly and cheaper than you stated.

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Good day. I will implement a system for automatic processing of PDF orders according to your requirements. To start working, I will need several examples of PDF files from your CRM for recognition setup.

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I am among the top 10 developers in the category of "Artificial Intelligence and Machine Learning" among ~2100 specialists on the platform.
I guarantee:
- Fast and high-quality task execution
- Strict adherence to deadlines
- Regular communication throughout the entire process
I would be happy to discuss the details of your project in private messages.

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Hello. I have extensive experience with React/Node.js. I am ready to collaborate. Please contact me.

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Hello! 🚀

I have experience in developing for the automatic processing of PDF documents: recognizing blocks on the page, determining order types based on rules/keywords, color marking, generating a new PDF without changing the text, and creating an admin panel for managing logic without code modifications. For your task, I can implement a tool that will automatically process PDFs with orders, identify the product/up-sell, add the necessary colors and graphic shapes, and also allow changing rules, colors, languages, and parameters through the admin panel.

Technology stack used:

Backend: Python, Django / FastAPI, PostgreSQL
Integrations: PDF processing (PyMuPDF / pdfplumber / reportlab), rule engine for keywords, admin panel for settings
Frontend: web interface for uploading/processing/downloading PDFs, admin panel
… Infrastructure: Docker, VPS / server, logging, CI/CD

I am ready to discuss project details in person and am ready to start working.

Sincerely, Andriy

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Hello! The project is very interesting and highly applicable. I am implementing a system that automates the labeling of orders, transforming "raw" exports from the CRM into a print-ready file with a color scheme.

My approach to implementation:

Intelligent PDF reading: I will use libraries to analyze text coordinates (PyMuPDF). The program will scan each page, look for keywords to determine the type of product and upsells, and define the boundaries of each of the 8 blocks on the page.

Graphic overlay: Instead of changing the text, I will overlay a graphic layer on top of the original. This will allow me to color the blocks, add borders or shapes (circles, squares), while preserving the original font quality.

Dynamic Admin Panel: Since you requested to change rules without coding, I will develop a web interface (on Django or FastAPI) where you can independently create the logic: "if the word 'Covers' exists — color Blue, shape Square."
…
Scalability: The system will support Regex patterns for searching, which will allow for easy addition of new languages and product types just through the admin panel.

Result: You upload a file — you receive a ready PDF in 2 seconds. Production no longer wastes time on manual verification.

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Hello.
I can implement it as a desktop application. But I need to see samples of the pdf to understand how to parse them better. Please attach them to the task or send them to me privately. And what new languages and parameters are planned to be added in the future, as this affects the choice of algorithm.

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Good day! 👋

I can develop a program for automatic processing of PDF orders, which will analyze each order on the page and automatically mark them according to specified rules.

What will be implemented

1. PDF Processing

uploading a PDF file from CRM;
…
automatic analysis of the text of each order block (≈8 on the page);

determining the type of product by keywords;

separate identification of upsells.

2. Visual Marking

highlighting orders in color according to the type of product;

separate marking of upsells;

adding graphic elements:

circle

square

oval

rectangle with rounded corners.

At the same time, the text in the PDF remains unchanged, a new file is created, ready for printing.

3. Admin Panel
Through a simple web interface, it will be possible to:

change marking colors;

edit keywords for product identification;

configure upsell rules;

add new languages;

change shape parameters.

All settings can be done without editing the code.

4. Operating Principle

Uploading PDF

Automatic processing

Uploading the finished PDF for printing

Technologies

Python

PDF processing libraries (PyMuPDF / pdfplumber / reportlab)

a small web administration panel (FastAPI / Flask)
Result

You will receive:

a ready program for PDF processing;

an admin panel for configuring rules;

a user manual.

If possible, please send a sample PDF with orders so I can immediately check the structure and clarify the recognition algorithm. 🙂

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Hello
I can do it in NodeJs
Write in private messages
_____________________

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Hello!
I can implement a program or a Telegram bot, and I will help host everything on the server. I have extensive experience working with PDF, and if necessary, we can do AI integration.
I will be happy to collaborate!

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Good day, Inna!
In general, the task is clear, but for an accurate response regarding the deadlines and price, I would like to clarify some questions that arose after analyzing your task.
Please write in private messages – we will discuss the details and your wishes.

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Hello! I will complete your task quickly and efficiently.

My portfolio: https://freelancehunt.com/ua/freelancer/romas6ka.html#portfolio
Write to me, I will start working today. I will be happy to collaborate with you!

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

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Hello! I have experience in developing tools for automating document flow and manipulating PDF files. I am ready to implement your system "turnkey."

My implementation plan:

PDF Analysis: Using Python libraries for accurate recognition of order blocks on A4 sheets regardless of their quantity.

Flexible Logic (Admin Panel): I will implement a rule system where you can independently add keywords for new products, assign colors to them, and choose the marking shape (circle, square, etc.).

Maintaining Integrity: The program will operate on the principle of "layers" — the original text of the order will remain unchanged, while the marking will be overlaid on top.
…
Multilingualism: The architecture will allow for easy addition of new language packs for recognition through the admin interface.

Technical Stack: Python (PyMuPDF, ReportLab), Flask (for the admin panel).

I am ready to review a sample of your PDF file to demonstrate a recognition prototype. I look forward to your response!

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Hello, Inna! I am ready to develop an AI system for you that will
automatically determine the type of product in each order

separately identify upsells

highlight orders in color according to the type of product

mark upsells in a separate color

… add a graphic shape (circle, square, oval, or rounded corners) based on specified parameters

please write to me to agree on the details and deadlines, thank you!

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Good day!
I have participated in similar projects - processing PDF from CRM, automatic tagging, admin panel without code intervention. Everything from your technical specifications can be implemented.
Technical stack: Python + PyMuPDF + admin interface on Streamlit.
Write to me privately - we will agree!

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Good day.
Since the data is exported from the CRM, I suggest considering a more reliable approach instead of parsing and modifying an already prepared document. Working with existing PDFs is often unstable with the slightest changes to the template. It would be significantly more efficient to connect directly to your CRM via API, retrieve clean order data, and automatically generate the final file with all the necessary figures, colors, and markings. To create a convenient admin panel and quickly generate documents, it is optimal to use Node.js in combination with React.
I am ready to discuss the details and start working. I would appreciate the collaboration.

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Hello! I can do such automation - I can offer software written in Python, as well as the use of regular Google documents, or you can suggest a stack of technologies that you will work best with!!!!!!!!!!
Contact me!!!!!

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Hello.

Could you describe in more detail the logic of defining types and additional products?
It is needed for understanding whether it can be automated with a script or if AI needs to be involved.

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