Budget: 7000 UAH Deadline: 3 days
Hello.
I develop bots for Telegram using NodeJS. I am ready to take on the project. Write to me, we will discuss.
⚠️ IMPORTANT:
Please attach cases of similar AI projects (chatbots using GPT/Gemini, document analysis, AI-logic Telegram bots).
A Telegram bot needs to be created for a medical tourism service in Israel.
The bot acts as a medical secretary/coordinator, not a doctor.
Main tasks:
engage in a live dialogue with the patient,
gradually collect information,
accept medical documents,
analyze them through AI (Gemini),
structure the data,
record the extracted information in an Excel spreadsheet.
Implementation period: 4 days.
The bot must:
Understand any first message from the user.
Respond naturally (without template phrases).
Work through AI (GPT or similar).
Gradually steer the conversation towards data collection.
Start the dialogue in Russian.
The bot must understand messages in any language that the user addresses (RU / EN / UA / HE and others).
⚠️ The bot is NOT a doctor.
It does not provide medical advice, make diagnoses, or promise treatment outcomes.
The bot:
introduces itself as a medical secretary of the Israeli center,
clarifies the name,
clarifies for whom the inquiry is (personal or for another person),
collects basic contacts:
name
phone
country
preferred contact method
The bot clarifies:
Is there a diagnosed condition?
When was it diagnosed?
What is the purpose of the inquiry (diagnosis / second opinion / treatment)?
The user sends:
photos
PDFs
scans
medical extracts
CT / MRI / PET-CT / biopsy, etc.
Formats: JPG, PNG, PDF.
After receiving the document:
Analysis through Gemini is initiated.
The following are extracted:
document date
type of examination
area/organ
brief description of the conclusion (without medical interpretations)
mentions of surgeries / chemotherapy / radiation therapy (if any)
Data is automatically recorded in an Excel spreadsheet.
A table with the following structure should be formed:
Case ID
Patient Name
Contact
Country
Document Date
Document Type
Brief Description
File Name
Upload Date
Excel can be stored:
locally
or
in Google Sheets
(without CRM integration).
After collecting the information, the bot informs:
“We will forward the materials to a relevant Israeli doctor/coordinator. They will contact you to discuss possible options for diagnosis or treatment.”
No medical promises.
Telegram Bot API
Integration with GPT (for dialogue)
Integration with Gemini (for document analysis)
OCR for photos (if needed)
Automatic recording in Excel / Google Sheets
Simple hosting (VPS or Render)
After 4 days, there should be:
A working Telegram bot
A live AI dialogue
Document acceptance
Analysis through Gemini
Automatic recording in the table
Instructions for launch and access
Budget: 7000 UAH Deadline: 3 days
Hello.
I develop bots for Telegram using NodeJS. I am ready to take on the project. Write to me, we will discuss.
Budget: 7000 UAH Deadline: 4 days
Hello! My name is Vladislav. This is a very interesting project where it is critically important to combine "soft" dialogue with strict structuring of medical data.
I have experience in building such Agentic Workflows, where AI not only talks but also acts as a coordinator. A 4-day timeline is realistic if we use n8n as the core of automation — this will allow us to instantly connect Telegram, GPT, Gemini, and Google Sheets.
My experience and similar cases:
Voice and chat agents: I developed bots based on n8n + OpenAI/Claude for collecting medical history and scheduling consultations.
Document analysis: I have experience integrating Gemini 1.5 Flash/Pro for OCR and analyzing PDFs/images. Gemini is perfect for this because it has a huge context window and high accuracy in extracting entities.
RAG systems: I created solutions where AI analyzes uploaded documents and automatically fills databases (Airtable/Google Sheets).
How I will implement your project in 4 days:
Day 1: Dialogue agent. I will set up GPT with the system prompt "Medical Coordinator." The bot will conduct conversations while adhering to Guardrails (no advice, only data collection) and support multilingualism.
Day 2: Document processing. I will connect the Gemini API. I will set up processing of PDFs and photos (OCR). The AI will extract the date, type of examination, and a brief description according to your list.
Day 3: Integration with Sheets. I will set up automatic recording of each extracted entity in Google Sheets. Each file will be uploaded to Drive, and the link will be placed in the corresponding cell of the sheet.
Day 4: Testing and handover. Checking the logic of the "non-doctor," stress tests in different languages, and providing you access with instructions.
Technology stack: n8n (self-hosted or cloud), Telegram Bot API, OpenAI (for dialogue), Gemini (for document analysis), Google Sheets API.
Budget: 10000 UAH Deadline: 1 day
Good evening.
I have done similar work, but due to various specifications of the bots, I decided to create an example bot for you instead of providing past work.
The bot is fully ready.
The bot is already uploaded to render (free plan, it may sleep, before you test it, message me and I will wake it up), you can test it. Google Drive
What has been done:
Live dialogue (AI secretary Elena).
Data and contact collection in Google Sheets.
Receiving and analyzing documents (understands extracts, ECG, MRI).
Spam protection: The bot filters photos (if you send a cat or landscapes, the bot will ask for documents related to treatment).
Once you take a look, message me, and we will discuss the details.
I will provide instructions and everything else.
Initially, I will help with the launch.
Budget: 20000 UAH Deadline: 8 days
Good day.
I am ready to take your project into work.
I can develop such a Telegram bot using low-code tools.
Write to me privately, we will discuss possible nuances and choose the best solution for you.
Budget: 7000 UAH Deadline: 1 day
Hello!
I have experience in creating Telegram bots with GPT/Gemini integration for live AI dialogue, document processing, and automatic table filling. I can implement your medical secretary bot with all the listed requirements.
What I can offer
Live AI dialogue. Integration of GPT for natural understanding of messages in any language (RU / EN / UA / HE), without button menus, with gradual conversation leading to data collection and maintaining the context that the bot is a medical secretary, not a doctor.
Information collection in stages. Clarification of name, contacts (phone, country, preferred method of communication), diagnosis, purpose of the inquiry according to your scenario.
Receiving and analyzing documents. Uploading photos / PDFs / scans, automatic analysis through Gemini API (extracting date, type of examination, area/organ, brief description, mentions of operations/therapies) with OCR for texts on images.
Recording in a table. Automatic filling of Excel / Google Sheets (case ID, name, contact, country, document date, type, description, file name, upload date) without CRM integration.
Correct completion. After collecting information, the bot informs about the transfer of materials to the relevant specialist, without medical promises or recommendations.
Hosting and instruction. Deployment on VPS / Render, transfer of access and instructions for launching and configuring.
I have cases of Telegram bots with GPT logic for consultations, form processing, and data extraction from documents through AI. I am ready to show examples in personal messages.
Let's discuss the details: which specific GPT model to use (GPT-4 / GPT-3.5), where to store Excel (locally or Google Sheets), the priority of languages for the initial message, and the desired style of the bot's responses. After that, I will be able to propose the final cost and work plan.
Budget: 7000 UAH Deadline: 13 days
Good day! I have 2 years of experience in creating Telegram bots. I can connect AI. I will be able to set up automatic recording in a table and document reception.
Budget: 20000 UAH Deadline: 7 days
Hello!
Your project to create a Telegram bot with AI for initial medical consultation is very interesting. My 5 years of experience in development using Python (FastAPI) and creating Telegram bots with GPT/Gemini integration fully meets your requirements. I specialize in building complex AI logic and developing intuitive user interfaces for such solutions. I am ready to provide relevant case studies of AI projects that confirm my expertise in this area.
Budget: 7000 UAH Deadline: 4 days
I have created a similar bot (Communication with the client through AI, creating invoices, and integration with CRM.) I can implement the functionality you need. Should it be a user-bot or a regular one? Message me privately, we will discuss.
Budget: 8299 UAH Deadline: 4 days
Good day!
The project is well-structured, and it is clear that you understand what is needed. This significantly simplifies the work.
A brief about myself: I specialize in developing Telegram bots in Python (aiogram) with integration of AI services — Claude, GPT, Gemini, OCR, as well as working with Google Sheets API and document processing (PDF, images). I have implemented projects with similar logic: AI dialogue → data collection → document analysis → structured output.
Here is a specific case with an AI assistant - https://freelancehunt.com/showcase/work/asistent-tg-bot/2017987.html?_gl=1*myeg58*_up*MQ..*_gs*MQ..&gclid=Cj0KCQiA9OnJBhD-ARIsAPV51xMH2kVgAJ_5Q1dCmGX20rX1BIRy6bV_jZ9-vb3KXuNj85KoF0NOEQAaAnwkEALw_wcB&gbraid=0AAAAAodmEELhhtUhNrVHaG3v3EYq6gdG_
Everything is clear about the project, but there are a few clarifications that will affect the architecture and timelines:
1. Dialogue context — should the history of correspondence be saved between sessions? For example, if a patient returns after a day and continues uploading documents — should the bot remember the previous context?
2. Volume of documents — is there a limit on the number of files from one user? Gemini has token limits, and if a patient sends 15–20 pages of PDF, a processing strategy needs to be thought out in advance (page-by-page breakdown or summarization).
3. OCR — do you plan to receive photos of handwritten documents, or will they mostly be printed scans/PDF? This affects the choice of OCR solution (built into Gemini vision vs. separate Tesseract/Google Vision API).
4. Google Sheets vs. local Excel — I recommend Google Sheets, as it provides real-time access without the need to upload files from the server. Is that suitable?
5. Notifications — should notifications be sent to the manager/coordinator (for example, in a separate chat or via email) when a new case is fully collected?
6. Hosting — do you already have a VPS, or does it need to be set up from scratch? Webhook or polling?
Regarding timelines: 4 days is realistic provided there are no long pauses in approvals. I am ready to start immediately after discussing the details.
I would be happy to discuss the project in more detail!
Budget: 7000 UAH Deadline: 1 day
I can develop a Telegram bot for your medical tourism service that will engage in live dialogue with patients, collect information, and analyze documents using AI. The bot will be integrated with a language model for natural communication and will be able to structure the collected data for further recording in Excel or Google Sheets. I will ensure the full functionality of the bot according to your requirements, including document processing and integration with necessary APIs.
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Your request requires a combination of flexible AI dialogue and precise parsing of medical data. I will develop a Telegram bot in Golang, where the communication logic will be handled by GPT (via OpenAI API or similar), allowing the bot to improvise while acting as a secretary and recognizing the user's language (UA/RU/EN/HE).
For document analysis, I will integrate Gemini 1.5 Pro/Flash or a similar model, as these models have the best context window for processing PDFs and images (OCR). The bot will extract dates, types of examinations, and conclusions, automatically structure them, and record them in Google Sheets via API for instant access by your team.
I will use Docker for quick deployment on a VPS. Very quickly, you will receive a fully autonomous system: from the first "Hello" to a filled row in the table with the analysis of the discharge summaries. I have experience integrating LLMs into chatbots for automating data collection and processing unstructured files.
Budget: 6799 UAH Deadline: 14 days
Great experience with bots, I will do everything according to the specifications, I will show the portfolio in private.
From similar work, there is a bot for construction that analyzed work schedules, photo reports from foremen using AI.
Budget: 6800 UAH Deadline: 5 days
Hello. I can complete this project! Since I have experience and am ready for new challenges!
Budget: 7000 UAH Deadline: 5 days
Hello, I have developed several projects involving AI integration and data analysis.
I can develop a bot according to your technical specifications in Python. I will do everything as you need based on your description provided.
You can view examples of my work in these cases both in my portfolio and in the reviews:
https://freelancehunt.com/showcase/work/internet-magazin-shi-asistentom/1994473.html
https://freelancehunt.com/project/analiz-chatu-telegram-chatom/1577600.html
https://freelancehunt.com/project/konsultatsiya/1556487.html
Budget: 7000 UAH Deadline: 1 day
I have reviewed the technical task. I am ready to implement it. I can easily create such a bot for you. In the example I attached from my portfolio, you can see an example of a similar Telegram bot for collecting information using AI for user registration with subsequent consultation regarding work. The bot functions as an AI assistant in registration, consulting, and HR simultaneously.
Most of the functionality has already been implemented: there is an AI chat based on ChatGPT, there is photo analysis (OCR), and there is localization in Ukrainian, Russian, and English.
Here is a natural and neat translation into Ukrainian.
I also have experience working with the Google Sheets API. Here is an example from my portfolio where the bot retrieves data from Google Sheets and inputs information back: https://freelancehunt.com/showcase/work/avto-pro-parser/2012785.html
In the attached example of the completed project, you can also see a case of the implementation of this bot and feedback on it. Deadline: 1-2 days. Write to me, and we will discuss the details.
Budget: 15000 UAH Deadline: 14 days
My team and I offer a full cycle of development, turnkey. Our team includes experienced developers, designers, and UX/UI specialists, which allows us to create a convenient and functional product that meets all your requirements. We will discuss the deadlines and price in personal messages when we have a complete understanding of the scope of work. I expect feedback from you. I can send examples of work in personal messages.
Budget: 7000 UAH Deadline: 3 days
Hello! Your project caught my attention. I am ready to start working and ensure high quality execution.
натренувати АІ під потреби бізнесу, за 4 дні і 7тис грн, звучить як дуже поганий жарт
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Hello. Below is a conditional technical specification for the bot for our synagogue. We need not just a Telegram bot, but a convenient mini-application for the synagogue and community, through which a person can navigate the life of the synagogue, quickly get the necessary information, view the schedule, learn about events, register, and interact with us. In terms of style and logic, we can base it on the reference bot we showed, but we need a better version: more convenient, modern, useful, and with a clearer structure. If you have strong opinions on design, UX, and structure, and you see how to improve it, we are open to suggestions. The main idea: for a person to quickly navigate the life of the synagogue through the bot. What should be in the bot. 1. Main screen with specific buttons The main screen should have clear large buttons: Today Schedule Events Shabbat Jewish calendar My dates A-Yom Yom for today Synagogue services Contacts Donate Settings 2. "Today" section This is one of the main sections. A person enters and immediately sees what is happening today. What should be displayed: what is today's Jewish date what prayers are today what time they take place what events we have in the synagogue today important dates and events in the Jewish world if relevant — time for lighting candles and the end of Shabbat Buttons inside: Prayers today Events today Jewish date Shabbat / candles More details 3. "Schedule" section Through it, a person should conveniently view the schedule. Buttons: For today For tomorrow For the week For Shabbat For holidays What inside: Shacharit Mincha Maariv lessons meals holiday services other activities with time and, if necessary, location It is important that the administration can easily update this schedule. 4. "Events" section A full section on events is needed. What should be included: upcoming events all events card for each event registration In the event card: title date time location short description register button more details button Examples of events: Shabbat lesson youth meeting lecture charity lunch women's / men's meeting holiday outing 5. "Shabbat" section This should be a separate section, not just part of the schedule. What inside: time for lighting candles time for prayers time for meals time for the end of Shabbat weekly Torah portion brief information about the upcoming Shabbat registration for Shabbat Buttons: Upcoming Shabbat Shabbat schedule Weekly portion Register for Shabbat What you need to know 6. "Jewish calendar" section What should be included: today's Jewish date upcoming holidays Rosh Chodesh fasts memorial dates brief explanation of the day / holiday Buttons: Today Upcoming dates Holidays Rosh Chodesh Memorial dates 7. "My dates" section We take this idea from the reference, but want to make it useful. The user should be able to save: birthday Jewish birthday yahrzeit other important dates What the bot should do: store these dates remind about them allow setting notifications Buttons: Add date My dates Reminders Delete date 8. "A-Yom Yom for today" section What should be included: text for today convenient beautiful display ability to view the previous / next day share button Buttons: Today Yesterday Tomorrow Share 9. "Synagogue services" section This needs practical navigation. What can be included: registration for a lesson registration for Shabbat registration for an event ask a question volunteering charity programs other services / directions of the synagogue 10. "Contacts" section Should include: address phone Telegram Instagram YouTube email ways to contact us if necessary, geolocation Buttons: Call Write Open address Instagram Telegram YouTube 11. "Donate" section It needs to be done neatly and clearly. What should be included: donate button payment methods details / link brief explanation of what the funds are for contact for donation questions 12. "Settings" section The user should be able to configure: language daily notifications notification time Shabbat reminders holiday reminders reminders for personal dates Buttons: Language Notifications Shabbat Holidays My dates Enable / disable mailing 13. Daily mailing We need the bot to send people relevant information every day: what prayers are today what time they take place what events we have in the synagogue today what important dates and events are in the Jewish world today if relevant — time for candles / end of Shabbat That is, a person opens the bot in the morning or receives a message and immediately understands the picture of the day. 14. Registrations and sign-ups Through the bot, there should be an option to register for: Shabbat lessons events meetings other activities Logic: a person presses a button leaves their name phone / username if necessary, additional data the application goes to the administrator / to a table / to CRM 15. Admin section It is important for us that the bot is easy to manage. The admin should be able to: update the prayer schedule add and edit events change texts launch mailings see registrations and applications change contacts and links It is important that this is really convenient for maintenance, not too complicated. 16. Support and development At the first stage, it is not necessary to do everything at once; a strong first version can be launched, and then supplemented in the process. But it is important to immediately foresee: the possibility of expansion support and maintenance of the bot after launch bug fixes improvements during use 17. What is important in the end We need a bot that will become a mini-application for our synagogue and help a person navigate conveniently: what is today what prayers what events what will happen on Shabbat how to register how to contact where to view the Jewish schedule what is happening in our synagogue and in the Jewish world If you see how to make the structure, buttons, design, and logic better than in the reference bot, that is a plus. We need not a clone, but a stronger, more convenient, and modern version. https://www.hebcal.com/home/developer-apis Chabad.org
Development of a Telegram bot: a closed platform-marketplace for experts I am looking for a developer (or a small team) to create a Telegram bot — a closed platform that connects verified experts and clients for solving professional tasks. The model is similar to a service marketplace with a supervising administrator, rather than a fully automated service. What is ready: A detailed technical specification (30+ pages) — user roles, step-by-step UX flows with button texts, status models for Requests/Cases, data model, payment status model, admin panel. Key functionality: - Two user roles (client / expert) with the possibility of combination - Verification of experts through the administrator (without automatic decision approval) - Selection and moderation of requests by the curator - Internal communication space within the bot (without disclosing contacts between parties) - Payment status model: escrow, confirmation of funds receipt, payments - Referral system with bonuses - Administrative panel with extended access rights Expected stack: at the discretion of the developer (Python/Node.js), the main thing is — experience with Telegram Bot API, working with states (FSM), databases, and payment integrations. Collaboration format: work based on the ready technical specification, discussion of deadlines and budget after reviewing the document. What to send: examples of implemented Telegram bots (preferably — with complex state logic or payments), an estimated timeline and cost.