Budget: 1000 UAH Deadline: 1 day
Hello! I am ready to take on your project and will complete it urgently. I have extensive experience with similar tasks, so there will be no difficulties. If I have piqued your interest, feel free to write; I am happy to collaborate!
Budget: 1000 UAH Deadline: 1 day
Good day! I develop in Python, have worked on similar projects with React/Node.js, and am ready for collaboration.
Budget: 5000 UAH Deadline: 4 days
18 voice messages from the candidate, Whisper transcribes them, and GPT compiles it into one neat report for the employer — that’s the essence of this bot.
And here’s where it usually breaks down: not in the code, but in the details. A person dictated a long voice message with pauses, coughed, mixed up questions — and the transcript falls apart. Therefore, I immediately incorporate processing long audio in chunks, step control (so the bot doesn’t lose track of which of the 18 questions it stopped at), and a proper fallback if someone sends text instead of voice.
I’m building on aiogram + Whisper API for transcription + GPT-4o for the final candidate report. If it’s easier to keep the logic in n8n — that’s also a workable connection, we can discuss what will be easier for you to maintain later.
I will make the report structured: for each block of questions — a concise summary of the answers + an overall conclusion, so you can open it and understand within a minute whether to call the person further.
I suggest starting with a working prototype on 3-4 questions — you’ll click a live bot, feel the report format, and from there we’ll refine it to all 18. This way, you see the result before the final payment.
I’m ready to start this week. How are you collecting responses — only voice, or do you also need buttons/text for some questions?
Budget: 3000 UAH Deadline: 6 days
Good day! I have created Telegram bots where voice responses are transcribed by Whisper, and then GPT compiles everything into a summary report on the candidate — specifically your combination of "18 voice messages → transcript → analysis." I will present the questions in a regular table so you can change them yourself without coding. The stack is Python (aiogram) + OpenAI API, the solution is custom and requires no ongoing maintenance, approximately 6 days. Please let me know if the report should be sent to you personally on Telegram or to a group chat for several recruiters?
Budget: 5000 UAH Deadline: 3 days
Hello! The bot for your task is already assembled and working — this is not a plan, but a ready prototype. As soon as you write, I will send you a link to the live bot, and you will go through the interview by voice and see the real AI report on the candidate.
How it works: /start → 18 questions in sequence → answers are accepted only by voice → each voice is transcribed through Whisper → after the last question, the entire dialogue goes to GPT, which generates a report exactly according to your specifications: a brief summary, strengths and weaknesses, assessment of clinical thinking and communication, signs of template/AI responses, and final recommendation (recommend / consider further / do not recommend). The finished report is automatically sent to the employer in Telegram. Voice recordings, transcriptions, and reports are saved.
The 18 questions are placed in a separate file (for you — Google Sheets), you can change the list yourself, without code modifications. Time limit for answers — by agreement.
Stack: Python + aiogram, OpenAI Whisper + GPT for analysis. The solution is lightweight, without heavy infrastructure and constant maintenance.
Cost — 5000 UAH, deadline 3–4 days (the working prototype is already ready). I will deploy it on your bot and your OpenAI key — under your brand.
Two clarifications: 1) Will you provide your OpenAI key or include it in the cost? 2) Is the report more convenient in a personal chat or in a separate HR group?
See the portfolio - https://freelancehunt.com/showcase/work/telegram-bot-dlya-avtomatichnoyi-spivbesidi-golos/2051362.html
Budget: 1000 UAH Deadline: 4 days
Good day! I am Petro from BotCraft Group — I create Telegram bots and integrations with OpenAI turnkey, this case is fully in our profile.
Here’s how I see the solution: a bot in Python (aiogram), /start launches 18 questions in sequence, answers are accepted only by voice. Each voice is transcribed through OpenAI Whisper, after the last question the entire dialogue goes to GPT — it generates a report: a brief summary, strengths and weaknesses, assessment of clinical thinking and communication, signs of template or AI responses, and a final recommendation. The ready report is automatically sent to you in Telegram, and the voice recordings, transcriptions, and texts are stored. I will provide the list of questions in a separate file so you can change it yourself without code modifications.
Stack: Python + aiogram, OpenAI Whisper + GPT. No heavy infrastructure — a solution that does not require constant maintenance. I have several live bots and integrations with OpenAI, ready to show a working demo right in the chat so you can see the flow to the solution.
Estimated cost — 1000 UAH, timeframe about 4 days.
One clarification regarding the essence: should the report on the candidate come to you in a personal chat with the bot, or would a separate group/channel for HR be more convenient?
Budget: 4500 UAH Deadline: 5 days
Manual candidate selection is hours of time that could be spent on more important tasks.
I will build a Telegram bot on n8n that automatically conducts interviews with 18 questions, accepts only voice responses, transcribes them into text, and generates a detailed report on the candidate with recommendations — all without the employer's involvement.
Stack: n8n + Telegram Bot API + OpenAI Whisper + GPT-4 + Google Sheets for storage.
The list of questions can be changed independently without modifying the code.
Timeline: 5-7 days.
Cost: 4500 UAH.
Budget: 8000 UAH Deadline: 7 days
Hello. I have extensive experience in developing Telegram bots. I am ready to implement it in Python.
Budget: 4500 UAH Deadline: 3 days
Hello.
I am developing bots for Telegram using NodeJS. I am ready to take on the project. Write to me, and we will discuss.
Budget: 2000 UAH Deadline: 2 days
Hello! I am ready to implement an interview bot for automated initial screening. The task is absolutely clear, and the architecture is being built transparently.
How I will solve your tasks:
Limitations and logic: The bot will only accept voice messages. I will implement the time limit by checking the timestamps between the question being asked and the response received (FSM states).
Editing questions without code: I will connect Google Sheets. You will be able to change questions, add new ones, or delete old ones directly in the spreadsheet. The bot will automatically pull the current list.
Transcription and Analysis: I will use the combination of Whisper-1 (maximum recognition accuracy) + GPT-4o (for quality assessment of clinical thinking, empathy, and identifying "fluff"/AI templates). I will configure the prompt for GPT to provide a structured report.
Data storage: Audio files, texts, and final reports will be stored in a database (SQLite) with the possibility of export, as well as sent to the HR manager.
Answers to your questions:
Technology stack: Python 3.11+, Aiogram 3.x (asynchronous framework), OpenAI API (Whisper, GPT-4o), SQLite.
Experience: I am professionally engaged in the development of Telegram bots and deep integration of AI. I have set up complex data processing pipelines and analysis systems based on OpenAI.
Budget: 2000 UAH Deadline: 2 days
Hello! The task is clear — an automated interview with voice responses and AI analysis.
Stack: Python + aiogram + FSM, OpenAI Whisper (transcription), GPT-4 (analysis and report).
Implementation:
18 questions asked sequentially through FSM, only voice responses are accepted.
Whisper automatically transcribes each response.
After the last question, GPT-4 generates a report: summary, strengths/weaknesses, clinical reasoning, communication, signs of AI usage, final recommendation.
The report is sent to the employer in Telegram automatically.
The list of questions is edited through a text file — no coding required.
Voice recordings, transcriptions, and reports are saved.
Contact me.
Budget: 18000 UAH Deadline: 10 days
Good day.
I am ready to take on your project work.
I can develop a Telegram bot according to your specifications using n8n.
Message me privately, and we will discuss all the details and choose the best solution for you.
Budget: 1000 UAH Deadline: 4 days
Good day! I will create a Telegram bot for automatic interviews with OpenAI integration — exactly according to your specifications.
Logic: /start → 18 questions in sequence → answers only by voice → automatic transcription via OpenAI Whisper → analysis of all answers in ChatGPT → structured report on the candidate (resume, strengths/weaknesses, assessment of clinical thinking and communication, signs of templates/AI, final recommendation) → automatic sending to you in Telegram. The list of questions is in the config, changes without code editing. I will save voice recordings, transcriptions, and reports.
I work with OpenAI and Telegram bots — I will create a reliable solution that does not require complex support.
Price — within your budget, timeframe ~4 days. In my response, I am ready to clarify the stack and details.
Budget: 4000 UAH Deadline: 3 days
I have reviewed your task of creating an automated HR bot for conducting initial interviews (focusing on assessing clinical thinking). The task is absolutely clear to me, and my profile is perfectly suited for its implementation.
I specialize in backend development and creating complex Telegram bots in Python (Aiogram) with deep integration of AI services, including OpenAI (Whisper + ChatGPT).
I propose to implement a fully custom solution in Python. Unlike Make/n8n, where you will pay for each execution of the scenario (which, with 18 audio messages + transcription + GPT, will result in high monthly expenses), a custom bot will only require payment for a cheap VPS server and OpenAI API based on actual usage.
Here’s how I propose to implement the project:
Logic and timing: The bot will be written on the asynchronous Aiogram framework using FSM (finite state machine). It will strictly control that responses are only in voice format. We will add a timer for waiting for a response.
Voice to text: Integration with OpenAI Whisper API for the most accurate transcription of audio (considering medical terminology).
Analytics and reporting: Connecting GPT-4o. I will create a proper System Prompt that will make the neural network analyze the transcribed responses and provide a structured report strictly according to your points (summary, pros/cons, clinical thinking, soft skills, suspicions of AI usage).
Question management: So you can change questions without a programmer, I will connect integration with Google Sheets or create a simple admin panel directly in Telegram. You just change the text in the cell, and the bot immediately asks a new question.
Data storage: PostgreSQL database for storing texts and links to audio, which will be securely saved on the server.
Budget: 5000 UAH Deadline: 4 days
Hello! 👋
I am a Python and Telegram bot developer, ranking 262. I have experience with:
✓ python-telegram-bot (ConversationHandler)
✓ Telegram Bot API
✓ API integration (including OpenAI)
✓ Natural language processing
In my portfolio:
• Fitness bot with personalized dialogue
• Web panel for automation
For your project, I will develop:
1. OpenAI API integration for generative responses
2. Question system for interviewing veterinarians
3. Evaluation and logging of results
4. Storing responses for further analysis
This combines my specialization and modern AI. Ready to start immediately!
Estimated timeframe: 3–5 days.
Thank you! 🤖
Budget: 6000 UAH Deadline: 6 days
Good day, Serhiy.
- Solution on Go + Telegram Bot API + OpenAI (Whisper for transcription, GPT-4 for analysis).
- The bot sequentially asks 18 questions, accepts only voice responses, transcribes them via Whisper, and generates a report assessing clinical reasoning, communication, and detection of AI templates.
- Sending the report via Telegram.
- I will place the list of questions in a YAML config — you can change it without editing the code.
- Voice recordings, transcripts, and reports will be stored in SQLite.
The solution is deployed in Docker, does not require subscription fees for low-code platforms, and ongoing maintenance.
Additionally:
- Storing all audio and texts in a PostgreSQL database.
- Detailed multifactor analysis of the candidate.
- Time limit for responses.
- Priority technical support for 2 weeks.
It can also be expanded:
- Integration with Google Sheets for convenient monitoring of all candidates.
- Anti-fraud system (detecting the use of AI in responses).
- Admin panel for managing the process.
- Priority technical support for a month.
PM: Source code and documentation will be stored in Git.
Budget: 4000 UAH Deadline: 6 days
Hello! I have reviewed the technical specifications. I understand the task as follows: the bot conducts the candidate through 18 questions, accepts only voice responses, transcribes them using OpenAI Whisper, and after completion, sends all responses to GPT and provides the employer with a structured report on the candidate.
I propose to create a custom solution using Python/aiogram + OpenAI API + SQLite/Google Sheets. The questions can be stored in Google Sheets or a separate config file, allowing you to change them without modifying the code. Voice messages, transcriptions, and reports can be saved.
What I will implement:
- /start and step-by-step interview;
- acceptance of voice messages only;
- automatic transition to the next question;
- transcription of voices via OpenAI;
- final AI report based on your criteria;
- sending the report to the employer via Telegram;
- editable list of questions;
- optionally, a timer for responses.
Questions:
1. Will the OpenAI API key be yours?
2. Is it more convenient to edit questions through Google Sheets or a file?
3. Should the report be sent to one employer or multiple admins?
4. Do you need to store voice messages permanently, or are transcriptions and reports sufficient?
5. What time limit do you consider for one response?
The OpenAI API is billed separately based on actual usage.
I am ready to discuss the details and get started.
Budget: 1000 UAH Deadline: 3 days
Good day! We can implement a Telegram bot for the automatic initial interview of candidates based on OpenAI. Functionality: • conducting interviews through voice messages; • automatic transcription of responses via Whisper/OpenAI; • automatic transition between questions; • analysis of all responses using ChatGPT; • generation of a final report on the candidate; • automatic sending of the report to the employer in Telegram; • saving voice messages, transcriptions, and reports; • ability to independently change the list of questions without modifying the code. Stack: Python, Aiogram, OpenAI (Whisper + GPT), PostgreSQL, VPS. If needed, we can offer both a fully custom solution and implementation through n8n or Make for easier future support. We are ready to discuss the details, timelines, and budget of the project.
Budget: 12000 UAH Deadline: 7 days
Good day!
I have reviewed the complete technical assignment. I am ready to implement a Telegram bot for conducting initial interviews automatically using OpenAI.
The functionality will include:
• step-by-step interview process with 18 questions;
• acceptance of voice messages;
• automatic transcription of responses via Whisper/OpenAI;
• generation of a summary analytical report on the candidate;
• automatic sending of the report to the employer in Telegram;
• storage of responses, audio recordings, and reports;
• ability to change the list of questions without modifying the code.
Technologies: Python (Aiogram), PostgreSQL, OpenAI API (GPT + Whisper).
I am ready to discuss the implementation details and propose an optimal architecture for stable operation without complicated further maintenance.
Budget: 4000 UAH Deadline: 5 days
Good day. I can implement such a Telegram bot using Python, OpenAI Whisper for transcribing voice messages, and ChatGPT for analyzing candidates. I will provide storage for recordings, transcriptions, and reports, as well as the ability to edit questions without changing the code through an admin panel. I have experience in developing Telegram bots and integrating with the OpenAI API.
Budget: 5000 UAH Deadline: 5 days
Hello! I am ready to complete your order. Please take a look at my portfolio.
Google Drive
Feel free to write, and we will discuss the details.
Budget: 5000 UAH Deadline: 4 days
Hello! I am ready to implement a custom solution using Python aiogram 3. The main advantage of this approach is complete autonomy. The bot will run on your server, will not require monthly paid subscriptions for low-code platforms, and will handle any load of candidates. Stack: Python (aiogram 3) + Google Sheets API + Gemini API + PostgreSQL (for reliable storage). Cost: 5000 UAH. Timeline: 3-4 days (with thorough testing of all 18 steps and time limit logic). I am ready to move to private messages to discuss the specifications in more detail!
Budget: 4000 UAH Deadline: 5 days
Hello, Sergey!
This is exactly my stack — aiogram + OpenAI API.
I work with Claude/GPT daily in production projects.
Stack: Python + aiogram 3 + OpenAI Whisper
+ GPT-4o + SQLite + Google Sheets
How I implement it:
/start → 18 questions in sequence, voice only
→ each answer is immediately transcribed via Whisper
→ after the 18th question, GPT-4o generates a report:
summary, strengths/weaknesses,
evaluation of clinical thinking, communication,
indications of AI templates, recommendation
→ the report is automatically sent to you in Telegram
Questions are placed in Google Sheets —
you can change them yourself without editing the code.
All voice recordings, transcriptions, and reports are saved
in the database.
Time limit for responses — implemented.
Honestly about the "indications of AI" point —
I will provide this as a probabilistic signal (memorized
phrasing, vagueness), not a strict verdict,
so as not to filter out a good live specialist.
Cost: 5000 UAH
Deadline: 5 days
Deployment on VPS included.
Question: should I send the report to you in a personal chat
or in a separate HR group?
Budget: 4000 UAH Deadline: 7 days
Good afternoon!
I can implement this project turnkey. I have experience in developing Telegram bots with OpenAI, processing voice messages, transcription, and automatic analysis of user responses.
The completion time is 7 days.
Technology stack:
• Python
• Aiogram
• OpenAI (Whisper / GPT)
• PostgreSQL
• Docker
• VPS server
Examples of work:
https://execode.studio/
I would be happy to discuss the project details.
Budget: 2000 UAH Deadline: 1 day
Ready to implement a Telegram bot for automatic candidate selection using Python (aiogram), integrating OpenAI (Whisper, ChatGPT) for voice transcription and response analysis. A solution based on low-code platforms for flexible question management is possible. The estimated cost and timeline will be determined after discussing the details.
Write to me, we will discuss everything in detail, and I can start working immediately.
Portfolio: 
Freelancehunt
Reviews: Freelancehunt
Budget: 1000 UAH Deadline: 4 days
Hello! I have reviewed your technical assignment. The task is completely clear, feasible, and relevant. I am ready to develop a reliable custom solution for you in Python that will require minimal maintenance and operate autonomously.
Answers to your questions:
Technology stack:
Language: Python (asynchronous library aiogram 3 — standard for high-load bots).
Database: SQLite / SQLAlchemy (storage of candidate data, transcripts, and reports, does not require a separate DB server, everything in one file).
API integration: OpenAI SDK (Whisper for instant and accurate audio-to-text transcription, GPT-4o for in-depth analytical reporting).
Question management: Exporting the list to a configuration text file (you can change the questions yourself at any time without coding).
Experience: I have solid experience in creating multi-level Telegram bots with complex architecture (projects over 1,000 lines of code), integrating external APIs, and state logic (FSM), which is perfect for step-by-step surveying of 18 questions.
Cost: Since I am building my profile and reviews on this platform, I am ready to do the project at a minimal price — 1000 UAH.
Timeline: 3–4 days (including complete system testing).
Workflow: I develop the bot, deploy it on my test server, you log in as a candidate and fully go through the veterinarian's path. You receive the final report as an admin, check the quality. If everything works perfectly — you confirm the deal through "Safe", and I provide you with clean modular code along with a step-by-step instruction for one-click launch.
I am ready to discuss the details and start working right now!
Budget: 1000 UAH Deadline: 1 day
Hello!
I have extensive experience in developing telegram bots and mini apps. You can view examples of my work in my portfolio. I am ready to implement a bot that will meet all your requirements.
I suggest we discuss the details in private messages.
Budget: 10000 UAH Deadline: 7 days
Hello! Thank you for the detailed brief. This is a classic integration of Telegram and OpenAI API, which I work with regularly. I recommend implementing the bot with custom code (Python or Node.js) rather than through low-code, as working with audio files and timers will be much more stable and reliable this way. For convenient editing of questions without code intervention and automatic saving of all reports, integration with Google Sheets as a free admin panel would be ideal. We will process audio through Whisper, and for generating the final report and accurately assessing the candidate, we will carefully configure the prompt for GPT-4o. The product will operate stably and will not require constant technical support. I would be happy to discuss the details in the chat and start working!
Budget: 1000 UAH Deadline: 1 day
Good day! I can easily complete everything in a day. The task is not difficult and does not require extraordinary efforts. I have experience working on survey projects; I did something like this a long time ago. I will create an admin panel to independently write the list of questions. An evening of work. The employer will first receive a message with the summary, and then files with voice responses.
Budget: 5000 UAH Deadline: 3 days
Good day. I have experience working with Telegram bots and all the technologies described above. We can discuss my experience in more detail. I am ready to start working soon and can complete it in a few days. I can implement the main part with questions, transcription, and the Telegram bot today. I plan to create a Telegram bot using aiogram, for audio transcription I will use whisper (I have already worked with these models), and I plan to generate the summary using one of the LLM models. I can implement it based on an open-source model or use an API if funding is available. Feel free to write, we can discuss in more detail.
Budget: 10000 UAH Deadline: 14 days
Good day!
I understand the task — essentially, it is a Telegram bot with a step-by-step interview, where responses are only by voice, followed by automatic transcription and an AI report to the employer. I have done this before and am currently doing it, so I can take it on.
Briefly, how I see the implementation:
The candidate enters via the link → /start → the bot asks 18 questions in sequence, accepting only voice. After each response — Whisper → text → next question. At the end, all responses go to GPT, a structured report is generated (resume, strengths/weaknesses, clinical thinking, communication, signs of "pre-prepared"/AI, recommendation) and sent to you via Telegram. Voices, transcripts, and reports are stored in the database.
Questions — separate from the code: either JSON/Google Sheet, or simple admin commands in the bot (/edit_questions), so the list can be changed without a programmer. A timer for responses — I will do, but it’s better to agree on a limit (for example, 2–3 minutes per question), as a short timer for medical responses often annoys candidates.
Experience (relevant):
Telegram bots on aiogram 3 in production: order reception bot with FSM and integration into 1C (Docker, Hetzner, 24/7)
OpenAI in bots: LLM text analysis, generating structured responses; separately — Telegram assistant with function calling (calendar, tasks)
Linking Telegram → storage → report/notification — I have done this multiple times, the logic is the same, only instead of text orders — voice responses and HR analytics.
Budget: 3000 UAH Deadline: 4 days
Good day! I develop Telegram bots in Python and have experience integrating with the OpenAI API.
The task is clear: the bot sequentially asks 18 questions, accepts voice responses, transcribes them via Whisper, and after completion, GPT generates a report and sends it to the employer. The list of questions can be modified through a config file without altering the code.
I am currently gathering my first reviews on Freelancehunt, so I approach each project carefully.
Deadline: 4-5 days. Cost: 3000 UAH.
Budget: 20000 UAH Deadline: 14 days
My team and I offer a full-cycle development service, turnkey. Our team includes experienced developers, designers, and UX/UI specialists, which allows us to create a user-friendly and functional product that meets all your requirements. We will discuss the timelines and pricing in personal messages once we have a complete understanding of the scope of work. I look forward to your feedback. I can send examples of our work in personal messages.
Budget: 15000 UAH Deadline: 7 days
Hello!
I specialize in automating business processes and implementing AI agents. I work with n8n, Python, CRM systems, API integrations, and LLM (OpenAI and others). I help reduce routine tasks, optimize processes, and increase efficiency.
Let's discuss the details!
Budget: 20000 UAH Deadline: 10 days
Good day.
Our team has many years of experience in developing ERP, CRM, CMS, and specialized software for businesses. We create effective digital solutions that help automate processes, increase productivity, and scale companies.
We work with modern technologies — from bots and scripts to AI agents and analytical systems. We develop websites of varying complexity. Our portfolio includes implemented ERP solutions for the hotel business, as well as for companies engaged in the import and sale of goods, and our own product XFitness — an ERP system created specifically for fitness clubs.
We are ready to implement your project and offer the best solution tailored to your needs.
Our portfolio: Freelancehunt
We specialize in the following areas:
- Development of ERP Systems
- Development of CRM Systems
- Development of Websites of any complexity
- Development of CMS Systems
- Support for Websites
- Development of OpenCart
- Support for OpenCart
- Modification of OpenCart
- Enhancement of OpenCart
- Development of WordPress
- Support for WordPress
- Modification of WordPress
- Enhancement of WordPress
- Development of ECommerce
- Support for ECommerce
- Modification of ECommerce
- Enhancement of ECommerce
- Development of Web Applications
- Support for 1C Servers
- Support for Web Servers
- Development of mobile applications
- Data parsing
- Development of bots
- Development of AI agents
and on the following technologies:
- Python
- PHP
- Laravel
- Symfony
- Yii2
- JS
- NodeJS
- jQuery
- TypeScript
- MySQL
- HTML
- CSS
- Vue
- Nuxt.js
- React
- React Native
- C++
Budget: 18000 UAH Deadline: 7 days
Hello! I reviewed the task, it's a great project, and it fits perfectly with my profile.
I suggest implementing everything using the n8n framework, Supabase database, and OpenAI (Whisper + GPT-4o). This will meet your main requirement for autonomy: you will be able to change the list of 18 questions at any time through a simple table, without touching the bot's logic or hiring a programmer for edits.
I have extensive experience in implementing similar systems. My portfolio includes similar cases — for example, an AI call analysis system, where the neural network transcribes audio, evaluates communication skills, identifies pain points, and generates a final report.
The budget for such development will be approximately $500, and it will take about 7–10 days.
You mentioned that audio, texts, and reports need to be saved. Would it be convenient for you if all this candidate database is neatly accumulated in the Supabase interface, or would it be better to set up automatic export of their cards to your working CRM right away?
Budget: 2600 UAH Deadline: 3 days
• cost 2500 UAH
• 3 days
• n8n, OpenAI API (GPT-4o, GPT-4o-mini), Google Sheets, Airtable, working with REST API (JSON)
• I have several similar cases in my portfolio, right on this site.
Budget: 1000 UAH Deadline: 2 days
Hello! I would be happy to take on your project. I have already studied the description in detail and have a few ideas on how to make everything as high-quality and timely as possible.
Budget: 12000 UAH Deadline: 7 days
The task is clear. I would implement it in Python + OpenAI API, as this provides more flexibility and lower costs in the long run compared to most low-code solutions.
For an accurate estimate, I would like to clarify a few details regarding data storage, the number of candidates, and the format of reports.
Preliminary:
• timeline 5–7 days;
• stack: Python, aiogram, OpenAI API, database;
• I will foresee the ability to change questions without changing the code.
I am ready to discuss the details in the chat.
Best regards, Maxim
Budget: 6000 UAH Deadline: 3 days
Hello! I am implementing on aiogram 3 + Whisper API + GPT-4: the bot sequentially collects 18 voice responses, transcribes them via Whisper, and upon completion sends the employer a ready report with the candidate's evaluation — questions are edited through a simple config file without touching the code. 3 days, 6,000 UAH, start after receiving the list of 18 questions and the OpenAI API key.
I hope for cooperation!
Budget: 18000 UAH Deadline: 14 days
Hello! I can create an extended version of a Telegram bot for automatic initial interviews of candidates. The bot will ask questions, accept voice responses, transcribe them using OpenAI, analyze the answers, and send a ready structured report on the candidate to the employer. It is also possible to provide for the storage of responses, transcriptions, and reports, and to make the list of questions editable without modifying the code. Stack: Python, Telegram Bot API / aiogram, OpenAI API, database. The OpenAI API is paid separately, as costs depend on the number of candidates and the duration of voice responses. Before starting, we will agree on the structure of the report and the logic of the interview process to ensure the bot is convenient for real work.
Budget: 4500 UAH Deadline: 14 days
Good day! I will help automate interviews so that you receive a deep analysis of candidates' skills without wasting time on basic calls.
I propose to implement the system through Make.com. The bot will collect audio, Whisper will transcribe it, and ChatGPT will evaluate clinical thinking. I will output the questions to Google Sheets for easy editing without code, and the database of answers will be on Drive.
I am ready to discuss the details and get started!
Budget: 10000 UAH Deadline: 1 day
Hello!
Telegram bots with voice recognition and AI analysis are our specialized area (we constantly work with Whisper and OpenAI), the task is clear. I will outline according to your points.
Stack: Python + aiogram, OpenAI Whisper (voice transcription), GPT-4 (analysis + report), storage in DB/table. The solution is custom — for the link "voice → Whisper → GPT report" it is more reliable and stable than low-code (n8n/Make will struggle with audio processing and prompt flexibility).
What we will implement:
The candidate starts /start → the bot sequentially asks 18 questions;
answers are accepted only by voice, after the answer — automatic transition to the next;
time limit for the answer (by agreement);
automatic voice transcription via Whisper;
after the interview, all answers go to GPT → a final report is generated: resume, strengths/weaknesses, assessment of clinical thinking and communication, signs of templates/AI responses, final recommendation;
the report is automatically sent to the employer in Telegram;
saving of voice recordings, transcriptions, and reports;
the list of questions can be edited without code (we will move it to a config/Google sheet — you can change it yourself).
The solution does not require constant maintenance — set it up and it works.
Experience: Telegram bots + OpenAI integration (Whisper, GPT) — our ongoing work.
Details about the project and cost will be discussed in private. We are ready to start.
Budget: 4499 UAH Deadline: 5 days
Hello! I am ready to implement your bot for automated interviews with veterinarians. The task is clear, and the stack for it is proven — detailed below.
How it will work: the candidate starts the bot with /start, and the bot sequentially asks 18 questions and accepts voice responses. Each voice response is automatically transcribed using OpenAI Whisper. After the 18th question, all responses are sent to GPT-4o, which generates a final report based on your criteria (resume, strengths/weaknesses, clinical thinking, communication, signs of templates/AI, final recommendation). The report is automatically sent to you via Telegram.
I will place the list of questions in a Google Sheet — you will be able to change them yourself, without contacting me or modifying the code. I will also optionally save transcriptions and reports there.
Stack: Python (aiogram) + OpenAI API (Whisper + GPT-4o) + Google Sheets. Hosting — VPS, the bot operates 24/7 and does not require constant maintenance.
Budget: 25000 UAH Deadline: 10 days
Hello!
I can implement a Telegram bot for automating the initial selection of candidates according to your specifications. The task is clear: the candidate goes through an interview via voice messages, the bot transcribes the responses, sends them to OpenAI for analysis, and provides the employer with a ready report.
Here’s how I propose to implement it:
1. Telegram bot
- start the interview via /start;
- sequentially ask 18 questions;
- accept responses only via voice messages;
- automatically move to the next question after a response;
- check that the candidate actually sent a voice message;
- option to add a time limit for responses;
- end the interview after the last question.
2. Voice transcription
- upload the voice message from Telegram;
- convert if necessary;
- send audio to OpenAI Whisper / speech-to-text;
- save the transcription for each question.
3. Candidate analysis via ChatGPT / OpenAI
After the interview is completed, all questions and answers are sent to OpenAI, which generates a report:
- brief summary of the candidate;
- strengths;
- weaknesses;
- assessment of clinical thinking;
- assessment of communication skills;
- possible signs of prepared answers;
- final recommendation: recommend / consider further / do not recommend.
Important: signs of using scripts or AI can only be assessed as a probabilistic indicator, not as 100% proof. I would do this carefully in the format of “yes/no suspicion + explanation.”
4. Sending the report to the employer
- automatic sending of the final report to the employer in Telegram or to a separate group;
- can send a brief version as a message and a full version as a file;
- can add a notification about a new candidate.
5. Data storage
Can save:
- voice messages;
- text transcriptions;
- date and time of the interview;
- Telegram ID of the candidate;
- final report;
- interview status.
6. Changing the list of questions without code
I suggest one of the options:
- Google Sheets: the employer changes the questions in the table;
- admin command in Telegram;
- JSON/YAML file on the server;
- simple admin panel, if needed later.
The most convenient and inexpensive option is Google Sheets or a separate configuration file.
Technology stack:
- Python;
- aiogram / python-telegram-bot;
- OpenAI API for transcription and analysis;
- SQLite or PostgreSQL for data storage;
- Google Sheets API or config file for editing questions;
- Docker for easy deployment;
- VPS/server or hosting with continuous bot operation.
Orientation
Budget: 5000 UAH Deadline: 5 days
Hello! My name is Nikita. I have been implementing AI solutions in paid advertising and automating marketing processes for over 2 years, working with Google Ads, Meta Ads, and TikTok Ads.
✅What you get when working with me:
— AI-enhanced advertising strategy instead of chaotic launches
— automation of analytics and project economic control
— systematic scaling based on data and AI tools
📈I work with projects of various scales and use AI for faster analysis of results, finding growth points, and optimizing advertising processes without unnecessary costs.
I am ready to discuss your tasks and offer a practical plan for implementing AI in your project's advertising.
Budget: 5000 UAH Deadline: 15 days
1. Problem solution:
Development of an intelligent Telegram assistant for automating the initial screening of veterinarians. The system completely replaces manual surveys by using a combination of Whisper AI (speech recognition) and GPT-4o (deep competency analysis).
2. Technological stack (Low-Code approach to save budget):
Platform: n8n / Make (provides high development speed and easy scalability).
Voice: OpenAI Whisper (high accuracy in transcribing specific medical terms).
Intelligence: GPT-4o for analyzing clinical reasoning, communication skills, and identifying "templates."
Management: Question management panel (no need to edit code when changing the interview program).
3. Key advantages of our approach:
Objectivity: AI evaluates responses based on uniform criteria, excluding human factors at the first stage.
Speed: The candidate receives results instantly, and the employer gets a ready report with a recommendation to "Accept/Reject."
Thinking analytics: The bot not only listens to words but analyzes the logic of the veterinarian's decision-making in critical situations.
4. Implementation stages (Sprint):
Methodology: Development of 18 questions and a criteria assessment system (Clinical reasoning / Communication).
Development: Setting up the bot's logic, integration with Whisper and GPT.
Testing: Checking the accuracy of transcription and the correctness of report analytics.
Transfer: Training staff to work with the system and transferring management rights for the questions.
Budget: 3500 UAH Deadline: 6 days
Good day.
I have practical experience in creating my own Telegram bot for personal tasks with integration to Google Sheets and automated data processing. I have a good understanding of the logic behind building user interaction scenarios, collecting information, storing it, and further processing.
From your description, I see the implementation of a step-by-step interview process through the bot, capturing candidates' responses and passing the results for further analysis. This logic is clear to me.
I do not position myself as a great programmer, but I have practical experience in creating and refining such solutions to a working result using modern AI tools.
I would be happy to discuss the project details and the necessary functionality.
Budget: 1000 UAH Deadline: 10 days
Worked with aiogram and OpenAI integration, including Whisper for transcribing voice messages. I will support automatic transitions between questions and report generation through ChatGPT. Question: do you plan to host the bot on your own server or prefer serverless solutions?
Budget: 2000 UAH Deadline: 2 days
Good day. I have a similar project in my portfolio. I am ready to implement it.
Deadline: 1-2 days
Budget: 2000.
Write to me.
Budget: 5000 UAH Deadline: 6 days
Good day! I am engaged in the development of Telegram bots in Python (aiogram). I have practical experience integrating with OpenAI: I have implemented projects using Whisper for transcribing voice messages and subsequent analytics of responses through GPT.
What I offer: I will implement a bot in Python that will operate completely autonomously. Questions can be changed through a separate JSON file or table, without modifying the code. Stack: Python (aiogram), PostgreSQL (for storing responses), integration with OpenAI API (Whisper + GPT-4o).
I have a question regarding access security: How do you plan to restrict candidate access? To avoid access by random people, I suggest implementing a pass-through via a secret password (code-key) or verification via email/phone number at the start. Which option is closer to you?
Timeline and price: 6 days and 5,000 UAH. The final cost and time may be slightly adjusted depending on the chosen method of candidate verification.
I am ready to discuss the details and start working.
Budget: 3000 UAH Deadline: 6 days
Hello! The task is clear, I make exactly such bots.
I will implement it using aiogram 3 + OpenAI Whisper for transcription + GPT-4o for response analysis. Voice messages, transcriptions, and final reports will be stored in PostgreSQL. Interview questions will be placed in a separate config or admin panel — you will be able to change them yourself without touching the code. The report with evaluations will automatically be sent to the employer in Telegram immediately after the session ends.
A timeout for responses will be implemented; we will discuss the specific value.
Stack: Python, aiogram 3, OpenAI API (Whisper + GPT-4o), PostgreSQL, Docker for deployment. The solution is stable and does not require constant maintenance.
Timeline — 5–7 days. The cost will be discussed after clarifying the details, approximately starting from 3000 hryvnias.
I have experience with similar bots and OpenAI integrations — I am ready to show examples. Write to me, and we will discuss the details.
Budget: 15000 UAH Deadline: 7 days
Sergiy, congratulations. The main technical risk in selecting veterinarians through audio is the specific terms and names of medications. If the basic Whisper recognizes Latin or the name of a disease as a set of random words, GPT-4o will produce an incorrect report on the candidate's clinical thinking. At this point, special attention needs to be paid to the level of prompt engineering for transcription.
I propose to implement the project using custom Python (aiogram 3) + PostgreSQL/Redis. All code will be packaged in Docker containers for deployment on a VPS. I do not recommend using low-code platforms (n8n/Make) for a linear scenario with such a number of steps involving audio file processing, as the system will quickly exhaust operational limits and will work unstably when multiple candidates are processed simultaneously.
Technical implementation of requirements:
- Code-free question management: I will integrate the bot with Google Sheets. You will be able to change the text, order, or number of questions in the table, and the bot will automatically pull in the updates.
- Quality of reports: I will use the Structured Outputs function from OpenAI. This guarantees that the AI will return the final report strictly in JSON format according to your 8 points (including communication and marker for using third-party AI), without changing the structure from report to report.
- Timeouts: Response time tracking will be implemented by saving timestamps in the database. If a candidate exceeds the limit, the bot will record this and add the appropriate label to the report.
- Audio format: Telegram sends voice messages in .oga, so FFmpeg will be integrated inside the Docker container for automatic conversion to the format required by OpenAI.
Conditions for execution:
- Cost: 15,000 UAH.
- Deadline: 7–9 days (including careful adjustment of analysis prompts and testing the system for recognition errors).
For an accurate calculation of future API costs, please advise: what is the approximate flow of candidates expected per month? I am ready to start work after agreeing on the details.
Budget: 1000 UAH Deadline: 1 day
Good day, I am a Python developer with extensive experience in developing Telegram bots of various complexities. I can complete your order quickly and efficiently. Write to discuss the details; I am ready to start today. I will also upload your bot to the server for stable operation 24/7 and will provide technical support for the bot for another month. This is included in the cost.
I have significant experience working with AI agents and can execute the project effectively. Message me to discuss in private.
I will provide the price and deadlines in private.
Budget: 1000 UAH Deadline: 3 days
Good day!
I am a professional developer of Telegram bots and web services in Python. I am ready to implement a bot for automatic interviews with veterinarians, integrating OpenAI (Whisper, ChatGPT) for voice responses and report generation. I have experience with API integrations and creating flexible solutions for managing questions. Please message me for details.
Budget: 12000 UAH Deadline: 10 days
Good day! I have read the specifications completely — I create exactly such bots.
Briefly on the implementation: /start → 18 questions in sequence, answers only by voice, each transcribed via Whisper, after completion GPT generates a report (summary, strengths/weaknesses, clinical thinking, communication, signs of AI responses, recommendation) and it automatically arrives to you in Telegram. Voice recordings/transcriptions/reports are stored. You edit the questions yourself in Google Sheets — no coding required.
Stack: Node.js (Telegraf) or Python (aiogram) + OpenAI (Whisper + GPT) + Google Sheets/Drive, hosting on Railway. The solution is standalone, constant support is not needed, OpenAI API — on your account.
Experience: Telegram bots with OpenAI and Google Sheets. Example — @v_orendu_bot (rental in 5 cities, the same stack).
Cost: from 12,000 UAH. Deadline: 7–10 days. I am ready to clarify the details in correspondence.
Budget: 2399 UAH Deadline: 5 days
Good evening! I already have a huge experience with those Telegram bots, along with the integration of the ChatGPT API or other similar AIs. I can do it for you literally from one day to three. If needed, I can also set up the server on Linux/Windows Server. Everything is possible, everything is very simple, I hope for cooperation with you!
Budget: 1000 UAH Deadline: 2 days
Hello! I am ready to develop a Telegram bot for the complete automation of candidate selection using OpenAI Whisper and ChatGPT.
Budget: 12000 UAH Deadline: 7 days
Hello, Sergey.
The key point in the task is not the bot with 18 questions (this is a linear scenario), but the quality of the final report: the bot should not just retell the answers, but evaluate clinical thinking and catch templates/AI traces. Here, it’s not the code that matters, but the structure of the prompt and the format of the model's response — I will explain how I do it.
Here’s how I see the solution:
A custom bot in Python (aiogram). This is the "solution without constant maintenance": hang it on a cheap VPS, and it works by itself, without subscriptions to n8n/Make and their limits.
I recognize voice through gpt-4o-transcribe — this is the successor to Whisper from OpenAI (released at the end of 2025). It is about 20% more accurate and cheaper, handling medical terms and names/diagnoses better. Transcribing one interview costs pennies.
Scenario: /start → 18 questions in sequence, voice only, a timer can be set for the answer.
Storage without cloud and unnecessary infrastructure: each candidate has a separate thread in a private Telegram group, containing their voice recordings, transcriptions, and the final report. You enter, see a neat list of candidates, and everything for each one is in one place.
Analysis — one request to the model with structured output (JSON): summary, strengths/weaknesses, evaluation of clinical thinking and communication, flag for templates/AI, final recommendation. The finished report is sent to you in Telegram.
I will put the questions in a Google spreadsheet — you can change the list yourself, without editing the code and without me.
Honestly, regarding point 8 about "signs of AI": no one determines this reliably, I will provide it as a heuristic hint (memorized phrases, vagueness), not as a verdict — so you don’t filter out a live person due to false positives.
Cost: 12,000–16,000 UAH (the range depends on whether a timer for the answer is needed and how detailed the report is).
Deadline: 5–7 days.
I am ready to discuss the details in private.
Budget: 1000 UAH Deadline: 5 days
Hello, Sergey.
I am setting up automation and AI solutions for a specific task — I will create a scenario so that it works stably and can be easily picked up later.
Final price/time after a few clarifications.
Profile: Freelancehunt
Reviews: Freelancehunt
Budget: 2000 UAH Deadline: 5 days
Hello! I have created similar solutions for automating lead qualification and data collection through Telegram bots using AI, where the entire process from receiving responses to analyzing and delivering results was carried out without manager involvement.
In my projects, I have worked with Make.com, ChatGPT, Voiceflow, Chatfuel, and business process automation, where the key task was to eliminate manual work and build reliable AI workflows.
I initially see the implementation through Telegram Bot + Make.com + OpenAI API, which will allow for a solution with minimal maintenance costs.
Could you please let me know if you plan to use a fixed list of 18 questions for all candidates, or will adaptive logic be needed in the future depending on the responses?
Budget: 20000 UAH Deadline: 5 days
Hello. I have extensive experience in developing such bots. I will write it in PHP, easy to install and maintain. Feel free to contact me.
Budget: 27000 UAH Deadline: 14 days
Sergiy, hello. Our team has already developed a similar Telegram bot for a veterinary clinic. We can replicate it for you.
The developer has over 7 years of experience. In the end, you will receive a Telegram system for automatic interview conduction, which asks questions, accepts voice responses, transcribes and analyzes them through AI, and generates a ready structured report with recommendations regarding the candidate. The project also includes support from the developer after launch. The price starts from $700. Shall we get in touch?
Budget: 5000 UAH Deadline: 7 days
Hello.
I have experience in developing Telegram bots and integrating with the OpenAI API. Your task can be implemented either in Python (aiogram + OpenAI) or in n8n for easier future maintenance.
The bot will sequentially ask questions, accept voice responses, automatically transcribe them via Whisper, generate a final report using ChatGPT, and send it to the employer in Telegram. It is also possible to implement storage for recordings, transcriptions, and reports, and to move the list of questions to Google Sheets or an admin panel for editing without changing the code.
I preliminarily estimate the timeline to be 5–10 days, and the cost depends on the chosen stack and additional requirements. I am ready to discuss the details and propose an optimal architecture for your budget.
Budget: 27000 UAH Deadline: 1 day
Hello! I am an experienced developer, capable of creating bots of any complexity, ranked TOP-4 in the "Bot Development" category. I also develop websites and API documentation in Python, where I hold TOP-2 as well.
Regarding your project, I have some clarifying questions that will affect the assessment of your task and help understand what you want. Please write to me to clarify all the details!
You can review my skills in my resume 👉 Freelancehunt
My work is also published in my portfolio 👉 Freelancehunt
💻 I am also the CEO of a team consisting of a FrontEnd developer and a BackEnd developer! So if necessary, our team of three can organize a turnkey development for you!
I look forward to your response, thank you.
Budget: 24000 UAH Deadline: 10 days
We already have a practically ready similar solution for interviews via a Telegram bot with AI analysis, which can be quickly adapted for veterinary interviews =)
The approximate cost of a full version is from 24,000 UAH.
Deadline - 7-10 working days.
1,000 UAH, in my opinion, will not even cover a proper implementation of the logic, data storage, testing, and careful integration with OpenAI.
For the tech stack, I would suggest Python, aiogram, PostgreSQL or Google Sheets at the initial stage, OpenAI Whisper or the current transcription model, OpenAI for final analysis, plus a simple panel or table for modifying 18 questions without code changes.
We can keep it simple - for the MVP, some settings can be moved to Google Sheets, and later, as we grow, transfer to an admin panel.
From experience - we have created Telegram bots, voice scenarios, AI assistants, automated application processing, and system integrations with OpenAI.
An important nuance - the assessment of using ready-made templates or AI should be done as a probabilistic signal, not as a hard verdict, otherwise the model may make mistakes.
I would like to clarify 2 points:
> Reports to the employer should go to one person or several by roles.
> Questions should be editable through a table, a mini-admin panel, or a configuration file is sufficient at the start.
Relevant examples:
> https://business.ingello.com/tts - voice and AI scenarios, close to working with speech and automatic processing.
> https://business.ingello.com/vorfahr - AI automation of processes and decision-making.
> https://business.ingello.com/lita - medical topics and careful handling of sensitive data.
The main Ingello profile for the exchange:
https://systems-fl.ingello.com
I am ready to discuss the details here and propose a minimal option without heavy tech support. ))
Budget: 1000 UAH Deadline: 1 day
Hello.
The development of such a solution involves creating a reliable serverless architecture using Python for effective integration with the Telegram API and high-performance services like OpenAI Whisper and GPT. I will focus on optimizing the transcription and analysis processes, ensuring quick processing of voice responses and implementing a flexible data storage system for interaction history and convenient question management. To ensure the confidentiality of candidate data, appropriate protection and access control mechanisms will be implemented. I have significant experience in developing intelligent Telegram bots and systems based on OpenAI, which allows me to utilize proven architectural patterns and libraries to accelerate development and ensure stability. I suggest discussing all implementation details, final budget, and timelines in private messages.
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 :)
Budget: 1000 UAH Deadline: 1 day
Hello. I am ready to deliver a turnkey solution, guaranteeing quality and promptness. I recommend creating a custom solution so you won't have to pay for service subscriptions.
Feel free to message me, I would be happy to collaborate!
