Need a script bot for

Hello! I am ready to develop a full-fledged analytical Telegram bot for Polymarket according to your specifications. I will implement real-time data collection through the Polymarket API, EV analysis (expected value), monitoring of large trades ("smart money"), tracking changes in volumes/liquidity, searching for arbitrage situations between platforms, and Telegram notifications without spam with clear reasoning for signals. Development will be in Python with a reliable architecture, database, logging, and 24/7 operation on the server. I have experience in creating complex automated bots with analytics, task queues, API parsing, and error handling.

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Good day! I specialize in Telegram bots (Python/Aiogram) — notifications, auto-responses, API integration, databases. Certificates from freeCodeCamp. I am ready to discuss the details and get started!

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Hello.

The project looks interesting and is closer to a full-fledged analytical system rather than just a Telegram bot.

I can help with the development of the backend part and the Telegram Mini App / Telegram Bot logic, including:
• integration with the Polymarket API;
• data collection and processing;
• notification system;
• odds analysis;
… • market change tracking;
• working with the Telegram API.

I recommend implementation in Python using:
• Aiogram;
• asyncio;
• WebSocket/API integrations;
• PostgreSQL;
• Redis if necessary.

For an accurate estimate, I would like to clarify:
• is realtime-streaming required;
• the expected number of markets;
• is an admin panel needed;
• which specific analytical algorithms have already been defined;
• is deployment planned on VPS/cloud.

Preliminary estimate:
from $700–2000 depending on the volume of analytics and realtime functionality.

Timeline:
from 2 to 6 weeks.

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Hello! I have experience in developing complex analytical systems for trading, and your project on Polymarket aligns 100% with my technical profile.

How I will implement the key components:

Monitoring: I will set up operations through the official Polymarket API for instant price and liquidity retrieval. For Twitter and other platforms, I will use Playwright/Scrapy to ensure data reaches the bot without delays.

Analytics (EV and Smart Money): I have ready-made solutions for calculating expected value and tracking large market orders ("whales"). I can adapt my liquidity analysis algorithms and abnormal volume tracking to the specifics of prediction markets.

Arbitrage: I will implement a module for comparing odds between Polymarket and other sources in real-time.
…
Telegram notifications: The bot will send concise alerts with clear reasoning for the bet (for example, "EV > 5%" or "Detection of insider volume").

My relevant experience:

Quant Traders: I developed a three-layer system for crypto trading (Binance/Bybit). The bot combines technical analysis (SMC), AI news filtering, and final decision arbitrage through local AI.

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Good day, I have reviewed your technical specifications and developed a bot as an example. You can check the result right now - @PolymarktCheckBot. I am ready to contact you soon to discuss the necessary improvements. Sincerely, Konstantin

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Hello! I am Nina, the manager of engineer-architect Valentin.

We are ready to implement the architecture of your analytical bot. We understand that speed is critically important for Polymarket, so instead of slow parsing, we will use the Polymarket CLOB API via WebSockets.

What we will implement as part of the MVP:

Real-time stream: Instant tracking of odds and liquidity without delays.

Mathematical block: Calculation of expected value (EV) based on your algorithms.
…
Whale Tracker: Monitoring large orders in the order book to detect "smart money."

Smart Alerts: Notifications in Telegram with clear justification for the signal (Aiogram 3).

The budget of $80 is the starting point for developing the basic monitoring functionality. Complex modules (arbitrage between platforms and integration with Twitter) will be discussed as subsequent stages.

Valentin has experience working with blockchain data and prediction market APIs. We are ready to show the technical approach in the first days.

Deadline: 3–5 days.

Question: what specific sources do you plan to use as the "benchmark probability" for calculating EV (other exchanges, statistical models, or specific media)?

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Hello!

I am ready to develop a Telegram bot for Polymarket analytics. I have experience working with Python, Telegram API (Aiogram), parsing/API, and building analytical algorithms.

I will do:
— data collection on markets, prices, and volumes
— calculation of EV and basic analytics
— tracking of large transactions
— filtering of signals without spam
… — clear notifications with justification
— possibility of expansion (arbitrage, external sources)

I aim to create not just a parser, but a useful tool with quality signals.

I am ready to discuss the details and get started.

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Good day. I can implement a Telegram bot for monitoring Polymarket with analysis of markets, odds, volumes, and sending messages with a brief justification of recommendations. I suggest we first agree on the exact analysis algorithms, data sources, and notification format, after which I will be able to assess the timelines and final cost.

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Good day.

An interesting project, just one of those where it is important not just to collect data, but to interpret it properly. I have worked with bots and data collection, I understand how to build the flow: from obtaining data from Polymarket to adequate signals without spam.

I will create a database: market monitoring, price/volume changes, and reasonable notifications with a brief explanation of "why this is a signal." Then we can refine EV, track large transactions, and arbitrage — better step by step, to immediately get a working result.

I can start quickly and show the first signals in the near future.

Let's discuss which signals are a priority for you — I will adjust the logic accordingly.

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Good day! I am ready to develop an analytical bot for Polymarket for you.
What you will receive:
1. 24/7 Parsing: Monitoring liquidity and volumes through the official API.
2. Smart Logic: Calculation of mathematical expectation and detection of anomalous trading volumes ("smart money").
3. Informative Notifications: Clear signals with links, justification, and % probability.
4. Flexibility: Easy configuration of filters (minimum volume, EV threshold).
I work in Python. I have experience integrating data from the Twitter API to track news background. Write to me, and we will discuss the technical details!

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Hello! I am Roman, an individual developer with 4 years of professional experience in full-stack development and building complex automation systems using AI. With technical expertise in integrating OpenAI API, RAG architecture, and developing Telegram bots for price monitoring and data collection, I will implement an analytical bot for Polymarket for you. I work exclusively as an individual freelancer through a sole proprietorship, which guarantees you direct communication without intermediaries, legal transparency, and no agency markups. My development approach is based on using Python and the official Polymarket API to ensure maximum speed in obtaining data on trading volumes and liquidity. I will implement algorithms for calculating expected value (EV), monitoring "whale" activity, and searching for arbitrage situations between platforms. The bot will send structured messages with justification for each recommendation, avoiding spam and focusing on profitable market deviations. You can familiarize yourself with the quality of my work and examples of automation of high-load systems at the following links: https://3magency.co/, https://jk-solution.com.ua/, https://farfieworldwide.com/, Behance. Write to me without line breaks to discuss specific analysis algorithms and connecting additional data sources.

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Good day!

I have experience in developing Telegram bots and data processing systems, specifically working with parsing, API integrations, and building signal logic based on metrics and market behavior.

I understand well how to implement data collection from Polymarket, real-time processing, and the analytical block (EV, volumes, "movement of big players," arbitrage). I also pay attention to the logic of messages so that the bot provides only relevant signals without unnecessary spam.

I work with the Python stack (aiogram, API, parsing), so I can implement a stable and scalable solution.

I am ready to discuss the details of the logic and propose the optimal approach to implementation.
…
I look forward to your feedback!

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Hello! The technical specification is quite detailed, so I have no questions for now — I can implement it. Please write to me privately to discuss everything. I will be happy to cooperate!

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

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Hello!

Yes, I can create an analytical Telegram bot for Polymarket.

What I will do:

Data parsing through the official Polymarket API (prices, volumes, liquidity)

Analytics: expected value (EV), monitoring of "whales," searching for arbitrages
…
Notifications in Telegram (aiogram 3.x) with title, coefficient, recommendation, and justification

Ability to connect Twitter/X and other sources

Technologies: Python, aiogram, aiohttp, WebSockets, Pandas.

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Part has already been implemented. The bot collects bets according to my algorithm. It sends signals in Telegram. It sends for automatic betting. I can implement your algorithm. I am interested in which sources to compare. Pinnacle has been implemented, but I used it on values.

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Good day! I am ready to implement a Telegram bot for Polymarket.

I can create an MVP version: gathering active markets, tracking prices/odds, volumes, and liquidity, basic analysis (EV, sharp changes, anomalies), and sending messages in Telegram with a brief explanation of the signal.

I will work in Python (Aiogram) using the Polymarket API. This functionality can realistically be achieved within your budget. More complex features (whale analysis, integration with Twitter/X, arbitrage between platforms, or auto-betting) can be added in separate phases.

I am ready to discuss the details and start working.

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Hello, we are a small team that has been developing turnkey web solutions and complex parsers for financial platforms for over 4 years, so we have significant experience working with cryptocurrency exchange APIs and liquidity protocols. We will build a logical structure for your analytical block, implement algorithms for finding arbitrage situations between Polymarket and other platforms, and set up stable notifications for sharp changes in trading volumes. Our experience of over 4 years allows us to guarantee a high product culture, technical cleanliness of code in Python (Aiogram + Playwright), and the creation of a reliable tool for professional forecasting. Be sure to check our completed projects: freshagro.com.ua, farfieworldwide.com, rivnekolo.com.

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Good day, my colleague and I have been professionally engaged in technical design and development of algorithmic systems in Python for over 4 years, so we will help you create an intelligent assistant for market analysis forecasts. We will implement a frontend audit of the logic of Telegram notifications to avoid spam, set up a flexible whale tracking system, and ensure integration with the Twitter API for tracking information triggers. Our experience of over 4 years is confirmed by successful cases of bot development, where the priority was the speed of data retrieval and the accuracy of mathematical calculations, check our quality of execution: drkukharevich.rivne.ua, crave-agency.com.ua, jk-solution.com.ua.

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Hello, my partner (designer + full-stack) and I have been specializing for over 4 years in the development of complex analytical tools and trading bots for the cryptocurrency market, so we will professionally implement your bot for Polymarket. We will design the monitoring architecture in Figma to visualize the logic of notifications, implement technically flawless parsing through the official Polymarket API (Gamma Markets), and ensure the calculation of expected value (EV) in real-time. Our experience of over 4 years allows us to create high-load systems that track the movement of "smart money" and find arbitrage windows without delays, take a look at our technical works: hyperfi.tech, espressolab.com.ua, hudi.com.ua.

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Good day.
I propose to gather information not through parsing, but exclusively through the official Polymarket API, which will ensure maximum speed in obtaining odds and protection against blocks. Instead of the suggested Python, I recommend using a combination of Node.js and TypeScript, as it handles dense asynchronous data streams in real-time very well, which is critically important for tracking arbitrage and whale trades. I will set up algorithms for calculating expected value and filtering signals so that the Telegram bot sends only justified betting recommendations without unnecessary spam. I am ready to discuss the exact timelines and cost of development in private messages after agreeing on the details.

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Good day!
I have reviewed the task — this is an interesting and technically strong project that requires not just parsing, but full-fledged real-time analytics.
I have experience in developing Telegram bots and working with APIs/parsing, so I can implement a stable system according to your requirements.
🔧 How I see the implementation
1. Data collection:
integration with the Polymarket API (or through parsing if necessary)
tracking odds, volumes, liquidity
the ability to connect additional sources (X/Twitter, other markets)
2. Analytical module:
… calculation of expected value (EV)
tracking large transactions (“smart money”)
searching for arbitrage opportunities
filtering signals to avoid “noise”
3. Telegram bot:
targeted messages without spam
signal structure: event, odds, recommendation, brief justification
setting the frequency and conditions of notifications
4. Architecture:
Python (aiogram)
asynchronous data processing
task queues for stability
logging and error control
📊 Result
a stable bot with analytics, not just “copying” data
fast and justified signals
the ability to scale and make improvements

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Hello.

I looked at the technical specifications, a couple of questions before we start:

Arbitrage - which platform? Kalshi (KYC and markets only partially match), Manifold (play-money, not suitable), or something specific?
"Whales" - what threshold do we consider a large transaction? $5k, $20k, relative to the average market volume? This affects whether the bot will signal once a day or once a minute.
Twitter/X as a source - do we parse specific accounts or keywords? Their API is currently paid, we need to understand if it is included in the budget.
Everything is fine with the stack: aiogram + Polymarket CLOB/Gamma API + EV calculation layer. Their WebSocket occasionally flaps, I usually hang REST polling on top as a fallback.

… MVP realistically in 5-7 days, plus 1-2 days for thresholds, so the bot doesn't spam. If the budget is valid - write, we will discuss.

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Good day, sir!
I am ready to complete your task!
Write in private messages, we will discuss your project and agree on the price.

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I do not just implement functionality, but create a product that brings value. My approach is a combination of precise analytics, thoughtful architecture, and a focus on the end result: signals that can truly be used. I anticipate bottlenecks in advance: data delays, false signals, notification overload. As a result, you receive not a "parser," but a decision-making tool.

Work plan:

Analysis of API and data sources:
Design of the bot architecture:
Implementation of the data collection module:
Development of the analytical core:
Integration of the Telegram bot:
… Setting up notification logic:
Testing and optimization:
Deployment and monitoring:

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I will do it in Python + Aiogram: parsing through Polymarket API (CLOB API is available), EV calculation, large transaction detector, arbitrage between platforms, smart notifications without spam with justification. Deadline - 7-8 days.

The budget of 80 USD (3300 UAH) is the minimum for this volume. It is realistically possible for this amount: basic monitoring + EV + notifications. Twitter integration and arbitrage - the next stage.

What is the priority: EV signals or whale detector?

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Good day!
I am a .NET backend developer with approximately 4 years of experience. I have reviewed the technical specifications - I understand the task and can implement it.
I will gather data from Polymarket (API/parsing), add analytics (EV, movements of major players, arbitrage), and set up Telegram notifications without spam - only for significant signals with a brief justification.
I have worked with APIs, real-time data processing, and decision-making logic.
I am ready to discuss the details and get started.

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Hello, I looked at the technical specifications.

I would do this in Python, using aiogram for the Telegram bot. I would pull data from Polymarket through the API, and if something is missing, I would supplement it using requests or Playwright.

The logic is as follows:
- a separate layer that constantly collects and normalizes data (prices, volumes, liquidity)
- on this, simple analytics is built: EV (expected value), deviations from probabilities, sharp movements in volume/price
- separately tracking large trades to catch "whales"
- and then a notification system, so the bot only writes based on valid signals, without spam
…
If needed, we can add arbitrage and connect other sources (like X), but that would be an extension after the basic version.

Overall, the stack is standard; I have done all this before, and there are no issues with implementation.

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Good evening, the task is clear, everything is feasible. I am ready to start the implementation immediately.

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Hi! I can build the core version within your budget:

Polymarket API data collection (real-time)
Basic EV calculation and whale detection
Smart Telegram notifications with justification
$80 / 5 days

Advanced features (arbitrage scanner, Twitter integration) can be added later as separate milestones.

… Ready to start immediately. Can share similar bot examples.

Polymarket analytical bot — familiar stack. Polymarket CLOB API is open, data is real, Aiogram + Python is implemented cleanly.

But 80 USD is the volume of the basic MVP. Clarify: what is the priority at the start — market parsing + EV signals or whales + arbitrage? Arbitrage between platforms and "smart money" is a separate complex module.

I propose: MVP for $80 (Polymarket parsing + EV calculation + Telegram messages), then expansion based on priority. Write — we will clarify the scope.

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Good evening, I have extensive experience working with polymarket, I have created more than 10 different bots, scanners, and market analyzers, etc. Recently, I worked on the transition to Club2 that they had on the 28th. I can show some examples of my work.

Write to me in private messages, I have a few questions about your project. I am ready to provide free consultation on your task, how to implement it better. To give correct and necessary advice.

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Hello, I worked on an analytical bot for a cryptocurrency exchange with the tag: 7748 - it collected real-time data, analyzed 50+ markets every minute, and sent 200+ accurate signals per day for traders.

I am curious if it will be necessary to integrate additional APIs besides Polymarket for collecting data from social networks?

I suggest we get in touch, I will consult you for free on the technical side and we will create a development plan + I will tell you about my team!

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The task is specialized. Previously developed a Market-Hedge arbitrage bot for Polymarket and Opinion with high-frequency trading via WebSockets. I will set up data collection through the Polymarket API for minimal latency, implement the calculation of expected value (EV), and monitor the movement of "smart money" in the order book. Notifications will be provided through Aiogram strictly according to the technical specifications: market, current odds, technical justification of the signal. Which additional prediction exchanges do you plan to connect for finding arbitrage situations?

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Hello! Are you planning to use the official Polymarket API or alternative sources for obtaining real-time data?

Details regarding deadlines and budget will be clarified in personal correspondence.

Here’s how I will execute this project:
1. I will set up data parsing from Polymarket through the official API to monitor markets, odds, and volumes.
2. I will integrate an analytical block to calculate the mathematical expectation and track the movement of "smart money."
3. I will implement the logic of a Telegram bot with notification filtering and a brief justification of recommendations.

… Thank you for considering my proposal. I look forward to the opportunity to collaborate with you!

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