Budget: 2500 UAH Deadline: 3 days
Good day. The stated price proposal is valid only on the condition of ensuring payment for the API from your side. I have already dealt with something similar, I can perform it.
Looking forward to working with you!
Budget: 2500 UAH Deadline: 10 days
Good day!
I have experience in processing large datasets (Big Data) and automating content through AI APIs. A volume of 700,000 rows requires a professional approach to parsing and structuring so that the file correctly "fits" into the database of your website.
How I will implement your project:
1. Script development: I will write a script in Python that will sequentially send data to the AI based on your prompt to avoid errors and ensure a consistent structure for each row.
2. Attribute parsing: The AI will extract the make, model, year, volume, and fuel type into separate columns. If data is missing in a specific row, the script will leave the field empty or set a default value.
3. Content generation: Reworking titles and descriptions according to your requirements (SEO optimization + readability).
4. Validation for OpenCart: I will prepare the final CSV/XLSX file that fully complies with the OpenCart import structure (correct category IDs, attribute names, field matching).
Test task: I am ready to process the first 50-100 rows for free so you can check the quality of the AI's work based on your prompt.
Budget: 5000 UAH Deadline: 3 days
Good day.
I will complete everything cheaply, quickly, and professionally. I have experience in executing identical projects. I guarantee the quality of the completed work. 👍
Budget: 10000 UAH Deadline: 7 days
Hello, if you simply write a basic script and run all 700k rows through the API line by line, it will take weeks, and the API bill will be astronomical (it could be hundreds or even thousands of dollars). Many people do this, but I do not recommend overpaying where it can be easily avoided.
So I suggest doing it smarter and applying a hybrid approach:
Filtering without the API: First, I will pass your file through a custom analytical core (a script for quick data processing). This will instantly filter out duplicates and extract all obvious data using algorithms. This will cover a significant part of the database completely for free.
Smart use of the API: all the other messy data where the text is dirty and unstructured will be sent to the API.
The data that will go to the API, I will package into large batches through the OpenAI Batch API. This is a special mode that reduces the cost of requests by 50% and is not blocked by limits.
In the end, the script will automatically compile everything into a neat file with the required columns, ready for upload to OpenCart.
If you are interested, I can do a test run for a piece of the file and you will see for yourself how it will work and know the cost of the API for your 700k rows.
Budget: 999 UAH Deadline: 1 day
Good day.
I will complete everything cheaply, quickly, and professionally. I have experience in completing identical projects. I guarantee the quality of the work done.👍
Budget: 4000 UAH Deadline: 1 day
Good day. I am ready to complete this project as I have extensive experience in application development.
Budget: 5500 UAH Deadline: 4 days
Hello.
The file already contains a product CSV with a semicolon separator, 8 columns, HTML in descriptions, URLs, photos, and partially completed fields for brand/category/condition. For OpenCart, a batch pipeline is needed here: reformatting the title and description, extracting brand/model/year/volume/fuel, mapping to the import structure, error control, and output in a format that can actually be uploaded to the store.
I propose the following approach:
agree on the prompt
launch a test batch
fix the field schema for OpenCart
divide the array into chunks with retry and checkpoint
calculate tokens and API costs separately if AI is used for the entire volume
If the prompt includes link navigation and scraping, this needs to be clarified before starting. Such a part affects timelines and budget.
Currently, the estimated price is: 5,500 - 7,000 UAH for the main pipeline without scraping. After receiving the prompt, I can adjust the price based on the actual volume, especially if there will be web scraping or complex extraction rules.
Before starting, please clarify:
the prompt itself
whether scraping by URL is needed
what import format is expected in OpenCart
who covers the tokens/API costs
I will gladly answer all questions in personal messages.
Budget: 6000 UAH Deadline: 2 days
Hello! I have over 5 years of experience in data analysis, specifically in their transformation and preparation for use. I am ready to help you with this task. Please contact me!
Budget: 6000 UAH Deadline: 10 days
Good day. If it is still relevant, please reach out. I can perform it through the DeepSeek API.
Budget: 6500 UAH Deadline: 3 days
Hello. I can process everything through gemini. If it's relevant - write, we will discuss.
Budget: 2500 UAH Deadline: 5 days
Good day! I am ready to write a script in Python (pandas + async) for processing your file to the OpenCart format. However, 700 thousand rows is a large volume for AI. Please clarify, do you provide your API key for text generation, or should the cost of tokens be included in these 2500 UAH?
