Telegram Bot. In a programming language. Not a constructor. Website. Connection website+bot.

Budget: 27000 UAH Deadline: 60 days

Hello. I can help with the development of a Telegram bot and a website without using builders, with custom server logic and AI integration. Please let me know:
1. Which specific AI model should be used for dialogue analysis (OpenAI, Gemini, Claude, or another)?
2. What formats for uploading dialogues are needed (Telegram export, forwarded messages, TXT, JSON, etc.)?
3. What features, besides registration, API, and statistics, should be on the website?
4. Are personal accounts, subscriptions, a payment system, and user role differentiation needed?
5. Is there already a ready technical specification, design, and server, or does the project need to be implemented completely from scratch?

Budget: 10000 UAH Deadline: 10 days

Mykola, I see here not just a bot, but a full-fledged connection between a website and Telegram with AI dialogue analysis, registration, API, and statistics. I can design the architecture, create the backend on Laravel, the dashboard on Vue, and integrate with Telegram without builders. I have experience in MODX/Laravel/Vue and work with data processing logic and APIs. If you want, I can suggest an optimal MVP and implementation stages.

Budget: 10000 UAH Deadline: 3 days

Hello, I developed a similar Telegram bot that parses job vacancies, checks similarity with resumes using AI, sends notifications in Telegram, and displays statistics on the website.

I am ready to quickly and efficiently handle your project.

Budget: 10000 UAH Deadline: 4 days

Good day, Nikolai! 👋

I am ready to help you with the development of a bot for Telegram and the accompanying website.

I have reviewed your assignment. The project is clear: it is necessary to create a Telegram bot that will allow uploading dialogues and using AI to check them for potential lies, as well as implement a website with extended features — user registration, API, and statistics collection.

I have over 10 years of commercial experience in web development and practical experience in creating Telegram bots and web services with registration and API functionality.

🔧 I will perform:
— development of a Telegram bot for uploading dialogues;
— implementation of dialogue checking using AI for potential lies;
— development of a website with user registration and statistics display;
— implementation of an API for interaction between the bot and the website.

✅ On my part, I will carry out the work carefully, with attention to detail and ease of further operation.

🎁 As a small bonus within the project, I can additionally provide consultation and recommendations for further work with the system.

🤝 I also always stay in touch with clients and am ready to answer any questions about the project.

🌐 My portfolio with the latest cases:
https://mrnko.com

💼 Freelancehunt profile:
Freelancehunt

🤝 I would be happy to discuss the details, answer your questions, and offer the best solution for your project. Expand

Budget: 10000 UAH Deadline: 10 days

Here is a powerful and expert review that will perfectly highlight your experience with AI and modern web stack:

Hello! This is a very interesting and unconventional task.

Creating AI tools and SaaS platforms is my main profile. I have a great understanding of how to build architecture so that the bot quickly processes large texts, and the website can handle the load and provide convenient statistics.

Here’s how I propose to implement this:

AI Core (Lie Detection): Integration via API with advanced LLMs (e.g., OpenAI GPT-4o or Anthropic Claude 3.5). I will set up deep system prompts that will analyze linguistic patterns, emotional tones, manipulations, and logical inconsistencies in uploaded dialogues to detect potential lies.

Telegram Bot: I will write a fast and reliable bot (in Node.js) that will accept text or files (TXT, JSON) with dialogues, instantly send them to the backend, and return a detailed AI report to the user.

Web Platform (Website): I will develop a modern interface on Next.js (lightning speed and perfect UX).

Backend and Database: I will use Supabase (a powerful cloud PostgreSQL database). It will reliably and "out of the box" address the issues of secure user registration, storing verification history, outputting statistics, and managing API keys for extended access.

As part of my digital agency KenoStudio, I have extensive practical experience in integrating AI agents and comprehensive automation, so the entire system will operate stably and without "crutches."

Terms and deadlines:
Since the project is complex (Bot + AI + SaaS platform), I suggest breaking the development into logical stages (sprints). The estimated timeline for developing the basic version (MVP) is 3–4 weeks. We can finalize the exact budget after discussing the requirements for the website design and pricing.

Message me privately — I will explain in more detail how my connections with AI work, and we will discuss the logic of your analyzer in detail!

Would you like to add an estimated price range in dollars to this review, or shall we keep the format of open budget discussion with the client for now? Expand

Budget: 10000 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, and there will be no difficulties.
If I have piqued your interest, feel free to write; I am happy to collaborate!

Budget: 10000 UAH Deadline: 5 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: 10000 UAH Deadline: 1 day

Good day! I develop in Python, have worked on similar projects with React/Node.js, and am ready to collaborate.

Budget: 10000 UAH Deadline: 7 days

Hello. I am interested in your project. I have experience in creating both websites and Telegram bots / mini apps. After discussing the project details in private messages, I can start working on it. The deadlines depend on the project details.

Budget: 10000 UAH Deadline: 5 days

Mykola, I see here not just a bot, but a connection between a bot and a website with real logic: loading dialogues, AI analysis for potential falsehoods, registration, API, and statistics. I have developed web solutions on Laravel and integrations with Telegram, so I can immediately think through the architecture, data security, and a user-friendly admin panel. If you want, I can propose a step-by-step implementation plan and clarify how the dialogue verification should work.

Budget: 10000 UAH Deadline: 14 days

Good day. I created exactly such a system: a Telegram bot that receives messages from the chat and processes them through LLM classification (non-deterministic texts from people, not templates), as well as a web part with registration, API, and statistics (CRM on Go + React, used by an accounting firm).
Two clarifications that affect the scope of work:

How are the dialogues uploaded? The bot does not have access to others' conversations — options: export chat from Telegram (JSON), forwarding messages to the bot, or adding the bot to the chat. All three options can be implemented, but they involve different work.
Regarding the "lie detection": AI does not literally determine lies — it finds signs of deception: contradictions, scam patterns, pressure, inconsistencies in facts, and provides a risk assessment with an explanation. This works reliably, and this is how I suggest building it.

I propose a phased approach: phase 1 — bot + dialogue upload + AI analysis with a report (7 days). Phase 2 — website: registration, personal account, API, statistics (after agreeing on the list of features).

Budget: 10000 UAH Deadline: 2 days

Good day, I have extensive experience with bots and websites. I am ready to complete your order in 1-2 days. Can you provide more details?

Budget: 10000 UAH Deadline: 2 days

Good day. The task is clear: a Telegram bot for uploading dialogues + analysis through AI for potential lies, plus a web panel with registration, API, and statistics. I will technically implement it in Python (aiogram) + PHP/Laravel for the website, and for text analysis — integration with OpenAI API or an equivalent. Please clarify: will the dialogues be uploaded via a file (JSON export from Telegram) or should the bot have direct access to the correspondence? This affects the architecture. I am ready to discuss the details and start working.

Budget: 10000 UAH Deadline: 1 day

Hello, I am ready to implement quickly and efficiently. I look forward to your message.

Budget: 10000 UAH Deadline: 7 days

Good afternoon. I will implement a Telegram bot on Node.js/TypeScript with dialogue loading and a verification module, and for the website with registration, API, and statistics, I will set up a database on Postgres. I am ready to discuss the details and start working. I would be happy to collaborate.

Budget: 9800 UAH Deadline: 3 days

Hello, Nikolai. The idea of a lie detection is interesting, but in practice, language models like Gemini tend to hallucinate significantly by default. Simply feeding them a piece of dialogue won't work. A strict system prompt is needed for the neural network to look for actual contradictions and evasions, rather than trying to guess emotions. You are right about the constructors; it's a dead end. The bot needs to be written in pure Node.js (using grammY) and strictly on webhooks. Otherwise, the system will crash as soon as a couple of people simultaneously send long logs. The web part with a personal account, API issuance, and history is optimally built on Next.js + PostgreSQL. I currently have my own AI project PropText.online running on this stack, so the architecture has already been tested. A budget of 10,000 UAH is sufficient for a confident start and building the MVP. This includes the bot, AI integration, and a website with a dashboard. At the same time, I will design the database in such a way that in the future, billing and limits can be integrated without pain. The only nuance that needs to be discussed before starting is how exactly users upload dialogues (forwarding messages or uploading text dumps).

Budget: 10000 UAH Deadline: 10 days

I will build it with code, not a constructor: the bot receives dialogues, the AI processes them for signs of deception, and the website includes registration, API, and statistics on the results. The key is how exactly we detect lies: our own model or through LLM based on your criteria? Let me know—I’ll draft a scheme.

Budget: 10000 UAH Deadline: 12 days

Good day! I have created Telegram bots in Python with AI logic and connections between the bot and a website with registration, API, and statistics. The most interesting part here is checking dialogues for lies: should we analyze the text of the messages through a model, or are metadata like edits and response times also important? I am ready to take this on, approximately 12 days. We can discuss the rest.

Budget: 10000 UAH Deadline: 10 days

Hello. I am developing bots in PHP + AI, and I will add integration with the website for enhanced capabilities. We can discuss in more detail in private, feel free to write.

Budget: 9999 UAH Deadline: 7 days

Good day.
I have extensive experience in developing various types of bots in Python and PHP.
Please provide a more detailed technical specification for assessing the timelines and budget compliance.

Budget: 10000 UAH Deadline: 7 days

Hello. I have extensive experience in developing Telegram bots. Can I see a more detailed description of the task?

Budget: 27000 UAH Deadline: 35 days

In terms of deadlines and price - a full-fledged bot plus a website with registration, API, statistics, and AI dialogue verification I would estimate at around 120,000 UAH and about 35 working days. A budget of 10,000 UAH is likely only suitable for short design or a prototype without a proper server part and statistics.

We can keep it simple at the start - create the first working stage with dialogue uploads, basic checks for potential risk of lying, a user cabinet, and a results log. Then we can add extended statistics, roles, tariffs, payments, and more detailed analytics.

> I will clarify 2 points
> what format of dialogue upload is needed - file, message forwarding to the bot, or connection via API
> should the AI result be just a risk assessment or is a breakdown by phrases, arguments, and probable markers needed

Similar task examples Ingello
> https://business.ingello.com/vorfahr - AI automation and decision-making logic
> https://business.ingello.com/fractal - agent architecture and complex workflows
> https://systems-fl.ingello.com - general team profile on systems, bots, cabinets, and automation

For an accurate estimate, we need examples of 2-3 dialogues, the desired verification logic, a list of user roles, and an understanding of whether sensitive correspondence will be stored. It's better to think ahead about security and AI limitations, because it's easy to build cheaply, but living with it later is already the philosophy of the morning bug report =/ Expand

Budget: 10000 UAH Deadline: 10 days

Good day, I see the task as connecting a Telegram bot and a website with a dashboard, API, and statistics. I can implement the loading of dialogues, processing through AI to detect risks/conflicts, and a user-friendly admin panel. I have 8 years in web development, so I will quickly build the architecture without a builder, focusing on stability and scalability. If you want, I can suggest an optimal stack and implementation plan.

Budget: 10000 UAH Deadline: 7 days

Hello, I worked on LoyaltyBot — a Telegram bot for business with a web panel, registration, API, and statistics. We processed over 10,000 messages per month.

I’m curious to know: which specific dialogues need to be uploaded — will they be chats from Telegram or other sources, and which AI model do you plan to use for truth analysis (GPT, Claude, or another)?

I suggest we get in touch; I will provide you with free technical consultation and we can create a development plan + I will tell you about my team!

Budget: 9999 UAH Deadline: 1 day

👋 Good day Mykola, I will create a bot in the programming language with the website. Let's chat or call 💬 and discuss the functionality of the bot with the website.

Budget: 10000 UAH Deadline: 7 days

Hello, I saw the technical specifications, I have sufficient experience in bot development and web development. Please describe the technical specifications in more detail in private messages, after which I will provide a precise response.

Budget: 10000 UAH Deadline: 4 days

Hello! Here, the core is not a bot or a website, but the AI analysis of dialogues for signs of deception: the bot and web platform are just a shell, while the value lies in how the model analyzes the correspondence and highlights potential deceit, contradictions in testimonies, evasion of questions, inconsistencies in facts and timing. I will be honest right away: the AI does not provide "truth/lie" like a detector, but flags suspicious areas with explanations of why. This logic of analysis is what I consider the main focus, and I emphasize it.

Here’s how I envision the implementation: a Telegram bot receives and uploads dialogues, processes them through LLM based on developed criteria, while the web platform provides registration, a personal account, statistics on checks, history, and an API for integrations. The bot and website share a common database so that the data and analytics are unified.

I am ready to discuss for free in private how to build the analysis for signs of deception in a way that is useful, not just guesswork. I would be happy to collaborate.

Budget: 10000 UAH Deadline: 14 days

Hello! The project is incredibly interesting and promising. The topic of AI text analysis is currently at its peak, and the implementation of a full-fledged ecosystem (Bot + Web portal + API) is an excellent technological product. I am ready to develop this system from scratch. I propose the following technical architecture and implementation stack: Backend API and Telegram bot (Node.js / NestJS): Development of a Telegram bot based on the Telegraf or grammY libraries for convenient reception and validation of dialogue files (JSON, TXT), text logs, or forwarded messages. Using NestJS as the server core to build a scalable REST API, manage data processing queues, user authorization, and control user limits. AI Integration (AI Analysis Module): Connecting OpenAI API (GPT-4o) or Anthropic Claude for deep semantic, linguistic, and contextual analysis of the uploaded text. Creating a custom system prompt for assessing logical inconsistencies, manipulation patterns, event timelines, and hidden contradictions. The AI will provide a structured report: probability percentage of lying, a list of suspicious triggers, and textual justifications. Web platform and personal account (React / Next.js + Tailwind CSS): Creating a modern personal account (Dashboard) with clean responsive design for PCs and smartphones. Implementing a secure user registration and authorization system (JWT / NextAuth). Extended interactive statistics module: graphs of verification dynamics, distribution of dialogues by categories, and detailed analytical reports for each verification. Database and Extended Functionality: Storing profiles, statistics, logs, and tokens in a reliable database (PostgreSQL / MySQL) using Prisma ORM for fast data processing. Developing a full-fledged gateway for third-party developers: generating private API keys in the personal account, request limits (Rate Limiting), and documentation for integrating your lie detection service into other platforms.

Budget: 10000 UAH Deadline: 14 days

Mykola, I already have Chat Radar, a desktop tool that uses AI to catch scams in conversations. So "checking dialogues for lies" is right up my alley, not just something I'll take on and figure out.

The bot and registration site are my usual stack. But you have "etc." in your task, and for 10k the entire list won't fit, so let's be honest: I'll gather a working database, and the rest will be done in stages. AI will run on your key, and you pay based on actual usage, just a few cents per dialogue.

One question: is "lie detection" text analysis by the model or something more complex? That affects the timeline.

Budget: 10000 UAH Deadline: 7 days

Hello!

I have 7+ years of commercial experience in developing Telegram bots, AI services, and web platforms. I can implement a Telegram bot with dialogue upload, AI analysis, a personal account, API, statistics, and an advanced web panel.

For the project, I envision the following architecture:
The Telegram bot receives and uploads dialogues → the backend processes the data → the AI module analyzes the messages and generates an evaluation/report → the website displays the results, statistics, and history of checks.

I can implement:

A Telegram bot;
Dialogue upload and storage;
AI analysis of messages;
A website with registration and a personal account;
API;
Statistics;
Admin panel;
Logs and a clear project structure.

Stack: Python, aiogram, FastAPI, PostgreSQL, Redis, OpenAI/Claude API, React, Docker.

Cost: from 10,000 UAH for MVP.
Timeline: from 7–10 days, more precisely after discussing the full functionality. Expand

Budget: 10000 UAH Deadline: 7 days

Hello!

I am interested in your project. I have experience in developing full-stack solutions: web applications, APIs, working with databases, and integrations with third-party services.

From the description, I see that the project consists not only of a Telegram bot but also a complete system:

* Telegram Bot for uploading and processing dialogues;
* AI integration for text analysis;
* user personal account;
* registration and authorization;
* API and data handling;
* statistics and analytics.

I can help implement such a product step by step: first create an MVP with the core functionality, and then gradually expand the capabilities.

I work with JavaScript/TypeScript, Node.js, React, REST API, databases, and AI integrations. I also have experience in creating projects from idea to finished solution.

I am ready to discuss the details, propose an optimal architecture, and assess the actual workload. Based on the current description, a budget of 10,000 UAH seems more like a budget for the first stage/MVP, so I suggest we agree on the priority functionality and proceed step by step.

I would be happy to collaborate! Expand

Budget: 10000 UAH Deadline: 5 days

Hello.

I am ready to implement a Telegram bot and a website/personal account with full code, without constructors. I have experience in developing Telegram bots, admin panels, user registration, APIs, statistics, uploading and processing dialogues, as well as integrating AI models for text analysis.

Budget: 10000 UAH Deadline: 7 days

Good day. I can quickly complete your task, I have similar cases. Message me privately, and I will provide a detailed implementation plan and demonstrate ready integrations.

Budget: 10000 UAH Deadline: 1 day

Good day, I can take care of this. I have some experience, but I will do the work efficiently and quickly. We can discuss the cost in private messages; it can be lower.

Budget: 10000 UAH Deadline: 14 days

Hello! The task is excellent and large-scale. I am ready to develop this system turnkey as a full-fledged SaaS product with a flexible architecture. All rights to the code and infrastructure will be fully transferred to you. I am ready to discuss technical details and start designing the database.

Budget: 10000 UAH Deadline: 5 days

Hello. I am ready to start working on your task. Let's discuss.

Budget: 27000 UAH Deadline: 30 days

Good day, we have been specializing in website development and promotion since 2018.
We have extensive experience working with various websites and online stores.
I suggest filling out the brief to create a commercial proposal for you.
Website development brief - https://lionex.com.ua/s/brief-na-rozrobku-saitu
Online store - https://lionex.com.ua/s/brief-na-internet-magazyn
Landing - https://lionex.com.ua/s/brief-na-lending
SEO - https://lionex.com.ua/s/brief-na-seo-audyt
We also offer a cool platform for quick text rewriting - https://textory.com.ua/go/kFoMHu3N
You can also check out our work on the site.
If you have any questions, feel free to reach out, and we will gladly provide consultation.

Budget: 10000 UAH Deadline: 10 days

Good day. I am ready to perform. I can start immediately after clarifying the details. 📞 Always available and open to communication.

Budget: 10000 UAH Deadline: 4 days

I will develop a Telegram bot in Python (aiogram) for downloading dialogues and analyzing them for potential lies using AI. Additionally, I will create a website with registration, API, and statistics.

Contact me, and we will discuss everything in detail, and I can start working immediately.

Portfolio: Freelancehunt
Reviews: Freelancehunt

Budget: 10000 UAH Deadline: 7 days

Hello. I am ready to take your project into development.

I have relevant experience: I previously created a similar system for analyzing text dialogues based on AI (the project was aimed at assessing emotional connections between people). The logic of parsing conversations, working with context, and configuring prompts for LLM is well known to me, so adapting it for the task of detecting lies and manipulations will not take much time.
Proposed development stack:
Backend and bot: Python (FastAPI + Aiogram).
Frontend of the website: Next.js

Budget: 10000 UAH Deadline: 25 days

Good day. I can create a Telegram bot specifically through programming, not using a constructor, with integration to the website: uploading dialogues, AI analysis for potential falsehoods, registration, API, statistics, and admin section.

I recommend doing this as a single system: website + backend + bot, so that data, users, and analytics work stably and can scale. I can implement it using PHP/Laravel + Telegram Bot API + AI API. Please write to me privately — we will discuss the details of the analysis logic, user roles, and exact scope.

Budget: 9500 UAH Deadline: 2 days

Hello!

The project fully matches my profile. I am ready to develop it turnkey — from architecture design to launching the finished product.

I will implement:
• A Telegram bot with a convenient and fast interface.
• Uploading and processing dialogues in various formats.
• AI integration for analyzing conversations with the determination of the likelihood of potential lies, credibility assessment, explanations, and statistics for each analysis.
• A modern web service with registration, authorization, a personal account, a role system, and a user-friendly control panel.
• An API for integration with external services and mobile applications.
• A complete statistics system, analysis history, reports, data export, and analytics.
• An admin panel for managing users, limits, tariffs, and service settings.
• A scalable architecture, making it easy to develop the project in the future.

In development, I focus on speed, reliability, security, and ease of use. The code will be clean, structured, and maintainable, without chaos and "workarounds."

During the work, I am always in touch, regularly showing progress, promptly making necessary changes, and bringing the project to completion.

If you already have additional ideas or wishes regarding functionality — I can easily integrate them into the project.

I am ready to discuss the details, propose the optimal technical solution, and start development immediately after agreement. Expand

Budget: 10000 UAH Deadline: 3 days

I and my team 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 look forward to your feedback. I can send examples of work in personal messages.

Budget: 10000 UAH Deadline: 5 days

Mykola, good afternoon!

I understand: a custom Telegram bot (not a constructor) + a website with a personal account where dialogues are uploaded, and AI analyzes them for signs of potential deception, plus registration, API, and statistics. This is exactly my expertise: Python bot + web on Next.js + AI integration.

One important question to clarify: is the "lie detection" an analysis of text for contradictions and suspicious patterns (which AI can actually do), or is something more expected? This determines both the scope and how to present the results to the user honestly.

Here’s how I propose to structure it:
— the bot receives/uploads dialogues and sends them for analysis;
— AI processes the text and returns a structured report (flags, confidence, explanations);
— website: registration, account, history of checks, statistics, API access.

Regarding pricing, I work in phases so you pay for results. Approximately MVP (bot + analysis + account with basic statistics) — starting from 8,000 UAH, then we expand (API, detailed statistics) in separate phases. I work with Python, Telegram bots, and AI integrations. Ready to start. Expand

Budget: 10000 UAH Deadline: 7 days

Hello!

I have experience in developing Telegram bots, AI services, and web platforms with personal accounts, statistics, and APIs. I can implement a turnkey project: a Telegram bot, a website with extended functionality, AI integration for dialogue analysis, a registration system, analytics, and further scaling without using builders.

I will propose an optimal architecture and technology stack to ensure the service is fast, secure, and ready for growth.

Budget: 10000 UAH Deadline: 14 days

Good day! We have experience in developing complex systems in Python with integration of the Telegram API and neural networks for text analysis. We will implement a connection between the bot and the web panel, ensure authorization, collect statistics, and provide an API interface for data management. We guarantee code cleanliness and architecture scalability. We are ready to start the project implementation soon.

Budget: 20000 UAH Deadline: 10 days

Good day, I have experience in developing such bots, I can show you in private messages.

Budget: 10000 UAH Deadline: 7 days

Hello! I have experience in developing Telegram bots, web services, and AI integration. I can implement a bot with dialogue uploads, analyze conversations using AI (identifying potentially false statements with explanations), as well as a website with registration, API, personal account, statistics, and other necessary functions. I will propose an optimal architecture and complete the project turnkey. I am ready to discuss the details and estimate the timeline and cost.

Budget: 10000 UAH Deadline: 7 days

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 complete the assigned task.

I suggest we discuss the details in private messages.

Budget: 10000 UAH Deadline: 5 days

Hello! This is exactly my specialization — a Telegram bot on aiogram + a FastAPI site with statistics and API.

Recently, I completed a Telegram bot with FSM dialogues for a fitness quiz (4000 UAH) and a FastAPI panel for managing accounts with real-time status (7500 UAH). So, both the bot and the site with API are of this type.

For your project, I see it like this: a bot on aiogram for uploading conversations → AI analysis (for "lie detection," we need to understand which approach: NLP through GPT/Claude API or something else) → FastAPI site with registration, personal account, statistics. Timeline — 3-4 weeks.

A few questions: what format are the conversations for upload — text, export from Telegram/WhatsApp? What exactly should the AI analyze (sentiment, patterns, something else)? Is a payment system needed on the site?

Budget: 27000 UAH Deadline: 60 days

Integrating a bot and a website with AI dialogue analysis requires precise task separation: bot architecture, API for the website, message verification logic. Standard builders do not cope in such cases — the key difficulty lies in configuring the neural network and synchronizing data.

It is now necessary to determine the scale of model training and the method of text analysis. Without a precise criterion for falsehood, the AI will provide ambiguous results.

The project will require development in three dimensions: backend, frontend, and machine learning. We will start with technical requirements for the AI model and the registration system on the website.

Will integration with external APIs for emotion analysis or spam recognition be required?

Budget: 10000 UAH Deadline: 10 days

Hello.
I have experience in creating websites from scratch and connecting and developing bots for them, including Telegram. I also know how to create turnkey AI agents.

If you are interested in collaboration, I would be happy to talk.

Budget: 10000 UAH Deadline: 2 days

Good day! I have reviewed the task and am ready to start. I will complete it in two days.

Experience:
• 4 years in Frontend and Backend development
• 2 years of commercial experience in product and blockchain
• Working with production code and real financial scenarios

Some of my projects:

https://contentbuilder.ai/ - a commercial project from the USA, where I worked as a full-stack developer and implemented most of the functionality

https://freelancehunt.com/showcase/work/procasino/2025898.html

https://freelancehunt.com/showcase/work/bionrgg/2025897.html Expand

Budget: 10000 UAH Deadline: 7 days

I am a NodeJS developer. I am ready to take on this task. Write to me, we will discuss.

Budget: 10000 UAH Deadline: 7 days

Hello!

I have experience in developing Telegram bots, AI integrations, web platforms, and analytics systems. Your project can be implemented as a full-fledged SaaS service with a Telegram bot and a web management panel.

What can be implemented:

• A Telegram bot for uploading conversations, chats, and dialogues;
• Message analysis using AI models;
• Detection of signs of possible deception, contradictions, manipulations, and suspicious communication patterns;
• Generation of reports with explanations of the assessment reasons;
• User personal account;
• Registration and authorization;
• Subscriptions and pricing plans;
• API for integration with third-party services;
• Statistics on dialogues and users;
• History of checks;
• Export of reports to PDF;
• Admin panel;
• Payment system.

Technically, I would recommend the stack:

• Frontend: React / Next.js;
• Backend: Python FastAPI or NestJS;
• AI: OpenAI, local LLMs, or a hybrid solution;
• Database: PostgreSQL;
• Telegram Bot API;
• Docker for deployment;
• Stripe / WayForPay / LiqPay for payments.

It is important to consider that AI cannot reliably determine lies as a fact. It is more accurate to position the system as a tool for identifying signs of possible insincerity, contradictions, and suspicious statements with probabilistic assessment.

To estimate timelines and budget, we need to discuss:

* whether only Telegram is needed or also WhatsApp/Instagram;
* what types of dialogues will be analyzed;
* how many users are planned;
* whether OpenAI API or a local model will be used.

After clarifying the requirements, I will be able to propose the architecture, timelines, and development costs. Expand

Budget: 10000 UAH Deadline: 5 days

I understand the task - a full-fledged bot for Telegram is needed with dialogue processing, message verification through AI, and integration with the website, not a ready-made constructor. I will create a bot with a proper architecture: receiving messages, analyzing them through an AI model for suspicious responses, accumulating statistics, and transmitting data to the website via API. User registration and personal account will be implemented as a separate module to make it easy to expand in the future. I have already done similar bot integrations with external services and websites, so I understand how to build the connection without unnecessary workarounds. I can discuss the details of the "potential falsehood" verification logic separately to better assess the scope.

Budget: 10000 UAH Deadline: 21 days

I am a Fullstack developer with commercial experience in creating Telegram mini apps and modern, fast, and efficient websites. I work with both frontend and backend, so I can handle the task "turnkey" — from idea to finished product.

Budget: 10000 UAH Deadline: 5 days

Good day. I create bots with a web admin panel on PHP / Yii2. An example of a working bot on this stack is @TestAnekdotBot. The MVP for this project is 10k / 4-5 days, which includes:
- a live bot
- sending dialogues to the bot
- checking dialogues through Gemini
- an admin panel with a list of users
- a user registration page (without design)
- sending/checking dialogues through the website
Next - to develop as you wish.

Budget: 10000 UAH Deadline: 5 days

Hello, Nikolai!
I propose the following stack. A bot in Python (aiogram 3) strictly using webhooks, a website and API on FastAPI, PostgreSQL database, deployment in Docker on your server. The code and all access remain with you.
Honestly about the essence. No AI can determine lies for sure; it's impossible. It can realistically catch signs: contradictions, evasion of answers, changes in versions, inconsistencies in timing. I present this as a risk assessment with an explanation, not as a verdict. This way, the system is useful and does not compromise the user.

I will immediately address two points where such projects usually stumble. First. If several people upload long logs simultaneously, a regular bot will crash, which is why I am making it with webhooks. Second. A long dialogue cannot fit into one request to the AI and consumes many tokens, so the bot splits it into parts, and the report is assembled back into one. I log each request to the AI with tokens so you can see and control expenses.

Please clarify two points, as they affect the volume. How do we load dialogues: export from Telegram, text, or message forwarding? And do you need the API for your clients or just for the bot and website to communicate with each other?

As a bonus, I offer to start with a free demo. Send me any dialogue, and I will run it through the AI and show you the completed analysis. This way, you will see the real quality before starting the main work.

I have experience: bots, websites with personal accounts, and AI integration through API. I am ready to break down the work into stages. Expand

Budget: 10000 UAH Deadline: 1 day

Hello!

The task is interesting — you upload a dialogue, the AI analyzes it for manipulations, contradictions, and suspicious patterns, and provides a detailed report. A bot + a website with a personal account, analysis history, API, and statistics.

Before naming the exact price, I want to clarify one point in private: what exactly should the AI determine — psychological manipulations and contradictions in the text, or fact-checking for accuracy? This will affect the approach to the prompt and the accuracy of the result.

I hope for cooperation!

Budget: 10000 UAH Deadline: 7 days

Good day, Nikolai!

I have experience in developing Telegram bots in Python, as well as websites with the described functionality. To provide a more accurate assessment of the timelines and costs, I need to review a detailed description of the desired outcome. Examples of my work: Freelancehunt

I look forward to collaborating!

Budget: 9900 UAH Deadline: 1 day

Hello! I have over 3 years of experience in developing and creating AI solutions, ready to take on the project turnkey.

Feel free to write - we will discuss the details and adjust everything to fit the project budget.

Budget: 10000 UAH Deadline: 5 days

Hello, I have experience in bot development.
Feel free to message me privately.
I will be happy to help you!

Budget: 10000 UAH Deadline: 7 days

Hello! I have experience in creating Telegram bots using aiogram with API integration and automatic data processing. I have worked with AI for text analysis and can assist with lie detection. Could you tell me which AI you plan to use or would you like me to find a solution?

Budget: 10000 UAH Deadline: 1 day

Hello. I write bots in PHP for Telegram. I have extensive experience. I am good at understanding other people's code and custom scripts. Feel free to contact me.

Budget: 15000 UAH Deadline: 10 days

Good day! I am a FullStack developer.
I have experience in developing similar projects.
For your project, I consider the best stack to be
Back - Python, FastApi
Feel free to contact me, we can discuss it, I will do it turnkey.

Budget: 10000 UAH Deadline: 2 days

Hello, Mykola!
I have already set up similar bots, I know where there may be nuances with the integration of AI models for lie detection, and how they can be resolved.
I will provide the final price and timeline as soon as we clarify a couple of details.

Profile: Freelancehunt
Reviews: Freelancehunt

Budget: 10000 UAH Deadline: 7 days

Good day, I can do everything clearly and qualitatively for you. If you are interested, please write in private messages.

Budget: 10000 UAH Deadline: 7 days

Get a Telegram bot + website with AI analysis of dialogues for lies — completely from scratch, without builders.

I will implement: uploading dialogues to the bot (aiogram), sending text to LLM (Claude or OpenAI) with a prompt for credibility assessment, and returning a structured result to the user. The website will be on FastAPI with registration, a personal account, API keys, and statistics — all in PostgreSQL, deployed via Docker on a Linux server.

I have direct experience with LLM agents and Telegram bots: I have built systems with prompt chains, text classification, and reporting on results. This exact stack is needed for reliable dialogue analysis for lies.

Write in the chat — we will discuss the details about the bot and the website and finalize the scope.

Budget: 10000 UAH Deadline: 3 days

Hello!
I understand that you need a Telegram bot for downloading dialogues and checking for lies using AI, plus a website with registration, API, and statistics. Message me privately - we will discuss the details!

Budget: 10000 UAH Deadline: 7 days

Mykola, hello! One detail that is easy to miss: if the dialogues are long (up to a thousand messages), putting all the text in one request to the AI won't work, as it exceeds the context window and consumes a lot of tokens, so it's better to check in parts while maintaining context between chunks. I will make it so that the bot divides the long dialogue into parts itself, and on the site, it will be compiled into one coherent report with an explanation of why these phrases look suspicious. Tell me, are the dialogues usually short or are there very long translations, and how will they get to the bot, by exporting from Telegram or by file?

Budget: 10000 UAH Deadline: 7 days

Hello! This is my area — Telegram bots with AI analysis + web platform with registration, API, and statistics.

To be engineering-honest: LLM cannot "detect lies" with certainty — but it can reliably identify signs for verification: contradictions, evasion, changes in version, inconsistencies in timing, emotional markers. Therefore, I am designing the system as a tool for identifying "red flags" with explanations, rather than a "verdict" — this way it is genuinely useful and does not compromise the user.

I propose a phased approach:
Phase 1 (MVP): bot — dialogue upload → AI analysis → structured report with flags and justification.
Phase 2: web platform — registration, history, statistics, pricing.
Phase 3: public API + advanced analytics.

I work through a secure deal. Questions: what dialogues are we analyzing (correspondences, call transcripts?), who is the user (individuals / businesses / HR?), and what is the purpose of the API?

https://horizonbyte-hub.vercel.app/uk Expand

Budget: 10000 UAH Deadline: 5 days

Good day, I have 4 years of experience in website and Telegram bot development. I will connect to the API that is convenient for you, and I will do everything quickly. If you explain the technical specifications in more detail, we might agree on a lower price.

Budget: 10000 UAH Deadline: 9 days

A full-fledged AI service needs to be built here, not just a Telegram bot.

✔️ A bot for uploading dialogues.
✔️ AI analysis with report generation.
✔️ A website with registration, check history, statistics, and API.

There is one important point — AI does not determine lies 100%. It is better to analyze contradictions, changes in position, and inconsistencies in dialogue; then the result will be much more accurate and useful.

I would launch the project in stages: first the bot + AI, then the web cabinet, API, and the rest of the functionality. This way, the first working version can be obtained much faster.

If there are already examples or specifications — send them, and I will immediately say how to implement it better. Expand

Budget: 10000 UAH Deadline: 7 days

Hello!
I have experience in developing TG bots.
I want to discuss the project details and am ready to start working immediately.

Budget: 10000 UAH Deadline: 7 days

Good day! I am ready to develop a Telegram bot in Python (not a constructor) and a related website with registration, API, and statistics.

Bot: uploading dialogues (file / forwarding / text), sending to AI (OpenAI / Claude) for analysis of contradictions and signs of unreliability, a clear report to the user. Logic and prompts are customizable, without a "magical" verdict, with the caveat that this is an assessment, not proof.

Website: registration, personal account, history of checks, advanced statistics, REST API for integrations. Connection: a single database, authorization through the website and Telegram (account linking).

Stack: Python (aiogram 3 + FastAPI), PostgreSQL, AI API, deployment on VPS. Code and access are yours.

Portfolio: https://yegor10.github.io/PortFolioWeb3/

Budget: 10000 UAH Deadline: 1 day

Good day, there are already some templates prepared. In the company, please send a bit more detailed specifications, and we will send you the MVP within 2 hours. If everything suits you, we will discuss further; if not, thank you for your attention!

Budget: 10000 UAH Deadline: 1 day

Hello, I will do it. I have extensive experience in developing Telegram bots. Send the technical specifications in private messages.

Budget: 10000 UAH Deadline: 7 days

Good day. Interesting project. I have experience in developing similar types of bots with integration into various environments. I will make everything beautiful and of high quality. With management from the admin panel. I will be waiting for you in private messages.

Budget: 10000 UAH Deadline: 2 days

Hello! Your project sounds like a powerful and highly relevant solution for data verification analysis. Building AI algorithms for detecting hidden patterns and lies in dialogues is a complex but entirely feasible task with the right architecture design.
I have extensive experience in developing intelligent Telegram bots, high-load SaaS platforms, creating complex AI/LLM workflows, designing secure APIs, and interactive statistics dashboards. I don't just write code; I lay a solid and scalable foundation for a ready business product.
I suggest we move our communication to private messages to discuss in detail the mechanics of dialogue uploads, AI algorithms for text verification, requirements for the future website, and to outline the initial stages of development!
Best regards,
Sergey

Budget: 10000 UAH Deadline: 5 days

Good day!

I can develop such a project. I will implement a Telegram bot for uploading dialogues, analyzing messages using AI (assessing the probability of false statements), as well as a website with user registration, API, statistics, history of checks, and other necessary functions. I can start working on it right now.

Budget: 10000 UAH Deadline: 14 days

Need a connection: Telegram bot with chat upload, AI analysis for signs of deception, and a website with a personal account, API, and statistics.

Here's how I plan to build it: the bot on PHP (webhook, aiogram-like through Telegram Bot API) accepts a dialogue file or text, sends it to OpenAI GPT-4 with a prompt for detecting signs of deception, and returns a structured result. The website on PHP+MySQL: registration/JWT, personal account with a history of checks, REST API for external integrations, dashboard with statistics on requests. Architecturally important: each request to AI is logged with tokens to control expenses and avoid going into the negative as the database grows.

One risk that should be discussed in advance: GPT-4 provides a probabilistic assessment, not a fact. Is a disclaimer needed in the interface, or do you want to present the result as a "trust score" without a strict formulation of "lie/truth"?

Budget: 27000 UAH Deadline: 20 days

We already have an almost ready combination of a bot plus a website with AI analysis of dialogues; we can quickly adapt it to your scenario and discuss it right now - I'm available =)

Regarding the budget - 10,000 UAH for such a system will likely only be enough for a small prototype without a full website, API, and statistics. I would estimate a realistic first working stage at 60,000 UAH and 20 working days.

An important nuance - AI does not legally prove falsehood; it can provide a probabilistic assessment of inconsistencies, risk of manipulation, contradictions in dialogue, and explain why the system thinks so. This can be done carefully to ensure the result is useful, rather than a magical button out of the fog.

For implementation, I see a bot for uploading dialogues, server part, personal account, registration, storage of checks, roles, API, statistics, and AI decision log. In the first stage, it’s better to gather a working scenario for checks and the account, then expand analytics and pricing.

I would like to clarify two points. Dialogues will be uploaded via file, message forwarding to the bot, or through integration with an account. Is a paid subscription needed, or is closed access sufficient for your users for now?

Similar cases on AI and automation:
https://business.ingello.com/vorfahr - AI and automation in product logic
https://business.ingello.com/fractal - agent automation and complex workflows

Main page of Ingello for projects from the marketplace:
https://systems-fl.ingello.com Expand

Budget: 10000 UAH Deadline: 23 days

Good day!

I am interested in your project. In order to assess the timeline and cost, please provide a few details:

Is there a detailed technical specification?
What specific functionality should the Telegram bot have?
What features should be available on the website (registration, personal account, statistics, etc.)?
What AI is planned to be used (for example, OpenAI API), or do you need help with the selection?
What exactly do you mean by "checking for potential lies"?

After reviewing the technical specification, I will be able to propose an optimal solution and provide exact timelines and costs. Expand

Budget: 10000 UAH Deadline: 3 days

Good afternoon. There are similar projects in the portfolio, as well as completed cases. Write to me, and we will discuss the project details.

Budget: 10000 UAH Deadline: 25 days

Mykola, I see you need a comprehensive tool: a Telegram bot for analyzing dialogues for "potential lies" using AI and a full website for managing this process, statistics, and API. Essentially, this is a system for automating the verification of information in text dialogues.

I will develop a Telegram bot that will accept dialogues and send them for processing by the AI model. At the same time, we will create a web platform with registration, where you can upload data, view analysis results, statistics on them, and manage access through the API. This will give you a tool for quickly assessing the credibility of information.

Please clarify if there are already developments or preferences regarding AI models for lie analysis, or if we will be selecting solutions from scratch?

Budget: 10000 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 will be happy to help)