Development of a Telegram bot for automatic table generation

Budget: 25000 UAH Deadline: 10 days

I have significant experience in developing custom Telegram bot solutions. I have created parsers, chatbots, and bots with personal accounts. I have worked with AI+LLM integration, so I can easily create a program for data parsing using Gemini or another LLM. Among similar works, I have attached a news parser bot for ByBit with Google Sheets integration. There are also bots with AI integration on the profile page for analyzing the chat of a Telegram group for a software development company.

I am ready to create a highly accurate AI agent for parsing. I suggest using the Fine-Tuning technique for further training of a pre-existing document recognition model on your file base or other approaches. If accuracy is a priority, we can build a system without AI. We can achieve 100% accuracy for predefined document formats.

Please send me a more detailed technical specification, the document formats from which information needs to be parsed, and the format for saving. After that, we will discuss and finalize the program format and other details, and I will be ready to start working.

If you are interested in additional information about my experience or similar solutions, feel free to write, I would be happy to share.

Budget: 30000 UAH Deadline: 22 days

Hello.

I am developing bots for Telegram using NodeJS. I have experience with Google API. I am ready to take on the project. Write to me, and we will discuss.

Budget: 30000 UAH Deadline: 10 days

Artem, creating your Telegram bot for parsing and generating tables in Google Sheets seems like a complex task, but it is exactly the challenge I enjoy! With my experience in data processing and AI, I can easily implement a universal algorithm that will allow your bot to adapt to changes in document formats. Having experience with Python and API integration, I will create a simple and effective document processing workflow so you can focus on growing your business. I would be happy to discuss your ideas and expectations!

Budget: 10000 UAH Deadline: 2 days

Hello! I am ready to complete this project and have extensive experience in developing various applications.

Budget: 28000 UAH Deadline: 9 days

Good day, I can show an example - I made a similar bot for Telegram for recognizing receipts (of all kinds) from different stores + response as a structure with JSON tags. I did it through Google OCR + Gemini API to accurately obtain text and then work with it through Gemini. In two months of work, there was not a single error in recognition. In your case, I would still consider initially manual parsing, but it depends more on the number of formats and the subsequent accuracy from AI.

In any case, I am ready to discuss the details in private messages.

Budget: 20000 UAH Deadline: 7 days

Hello, I have over 5 years of experience working with Python. I write bots using aiogram, have worked with the Gemini and OpenAI APIs, and can provide examples of work where I made requests for classifying information about cars from extracted ads. It would be effective to set up Gemini and feed it the information we need and record it in persistent memory, which will prevent issues with forgetting rules or tasks. I have worked with the Google API for Sheets, so there will be no problems there either. I have also worked offline with Excel through pandas. I look forward to collaborating!

Budget: 10000 UAH Deadline: 10 days

Good day, I have implemented many projects with AI parsing. I can implement this without any problems. I will be concise, we will work well together) The project is interesting.

Budget: 30000 UAH Deadline: 3 days

Good day, I have experience working with Python as well as Telegram bots, I can complete everything quickly and efficiently, write to me and we will discuss the details.

Budget: 30000 UAH Deadline: 14 days

Good day. I have extensive experience in web development. I am ready to dive in and complete the assigned task. I would be happy to discuss the details.

Budget: 30000 UAH Deadline: 10 days

👋 Hello!
My name is Anya, I am the founder of a digital agency that specializes in creating chatbots for business automation.

I create such bots for Telegram, Instagram, Facebook, and WhatsApp, so that they:
✅ sell,
✅ consult,
✅ collect data,
✅ and do not take vacations.

💬 We would be happy to discuss your project in messages and find a solution specifically for your niche.

Budget: 30000 UAH Deadline: 14 days

Hello. The project is clear and technically correctly formulated: the key difficulty here is not in the Telegram bot itself, but in the reliable chain "file → Gemini → strict JSON → calculations → Google Sheets without manual workarounds." I regularly create bots and services where AI is used specifically as a universal parser for unstable formats (PDF, Excel, scans, photos), focusing on system prompts, response structure validation, and protection against "hallucinations." I will be able to build a stable System Instruction for Gemini that will return clean, predictable JSON regardless of the document source, then correctly process calculations in Python and automatically create copies of tables according to a template in Google Sheets, distributing data by periods and providing a link to the user in the bot. I work carefully according to the technical specifications, immediately incorporating error handling, repeated requests to AI, and data quality control, so that the solution is not a demo, but a working tool.

Budget: 30000 UAH Deadline: 1 day

I am among the top 5 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.

Budget: 30000 UAH Deadline: 14 days

Hello. I am ready to take on the implementation of a TG bot for universal AI parsing of documents (Excel/PDF/photo) through Google Gemini with subsequent calculations in Python and automatic generation of Google Sheets according to a template.

Budget: 30000 UAH Deadline: 7 days

Hello! I am interested in your project.

I am a Backend Engineer (C#/.NET/Python), specializing in automation and working with complex data. Your task is a classic RAG / ETL process, where accuracy is critically important.

Why I will do this well:
JSON Guarantee: I will not just ask Gemini to "give data," I will use the Structured Outputs (Function Calling) approach along with the Pydantic library. This will force the model to return data strictly according to the schema we set. No "garbage" in the responses, only clean JSON for the code.
Mathematics in Python: AI often makes mistakes in arithmetic. Therefore, I will do this: Gemini will only extract numbers, while all the mathematics (sums, percentages, taxes) will be calculated by my Python script. This guarantees 100% accuracy.

Architecture:
Bot: aiogram (asynchronous, fast).
AI: Google Gemini 1.5 Flash (large context, cheap, fast) or Pro.
Tables: gspread + Google Service Account.

My approach to Prompt Engineering: I will create a "Few-Shot Learning" system in the prompt — I will feed it examples of your statements and the ideal result, so the model understands the pattern rather than guessing.

I will implement a reliable solution that will not "crash" due to changes in PDF format.

I am waiting for file samples in private messages. Expand

Budget: 30000 UAH Deadline: 5 days

Hello, I can create such a bot. I have integrated ChatGPT into projects mainly, but the Gemini API is very similar, so there will be no problems. As for the prompt, a) it is better to write it in English, b) choose a more advanced Gemini model, which among other things accepts images as input values.

Budget: 30000 UAH Deadline: 14 days

Hello!
We are working on the development of software, websites, automation systems, and more.

We accept projects for development "from scratch" as well as for technical refinement.
We work with a wide stack: WordPress, Opencart, Shopify, WIX, Python, JavaScript, C++, C#, Unity 3D, SQL, MSSQL, WPF, WinForms.

We have practical experience in:
– system and application programming
– business process automation
– information security
– technical project management

After project delivery, we provide free technical support for 14 days.

We work quickly, clearly, and results-oriented.
We look forward to collaborating! Expand

Budget: 30000 UAH Deadline: 10 days

Good day, I have implemented many projects with AI parsing. I can do this without any problems. I will be concise, we will work well together) The project is interesting.

Budget: 30000 UAH Deadline: 10 days

Ready to implement a Telegram bot for your case using Python + Gemini API + Google Sheets. I have experience building AI pipelines with universal document parsing (PDF / Excel / images) through LLM without rigid templates, focusing on stable JSON and further business logic.

I will cover the entire cycle: file processing in the bot, prompt engineering for Gemini (system instruction + JSON validation), calculations on the backend, and automatic creation/filling of Google Sheets based on a template with a link provided to the user. I am ready to discuss the architecture, timelines, and budget after clarifying the calculation algorithm and an example of the table template.

Budget: 30000 UAH Deadline: 14 days

Вітаю! Маюдосвід роботи з подібними телеграм ботами
Стек: Python, PostgreSQL, Docker, FastAPI, RESTs API, Google Gemini API, Google Sheets API

Budget: 30000 UAH Deadline: 7 days

Good day, Artem!
I can implement your task through the n8n service.
Send the technical specifications.

Budget: 30000 UAH Deadline: 5 days

Hello Artem, I specialize in bot development.
I will write such a bot for you and help with deployment on the server.

Write to me, we will discuss the details.