Python Bot: Dynamic API Scraper

@Microlent

I can build this WebSocket scraper and Telegram bot to track your dynamic payment alerts in real time. Tearing down hidden APIs and handling mutating WebSocket streams requires a highly resilient backend. I specialize in building deterministic data engines and custom scoring systems using Python and PostgreSQL, which is perfectly suited for managing high-stakes, real-time data flows without missing a beat. I will use Python asyncio to capture the live events, reverse-engineer the dynamic keys, and parse the deposit and withdrawal actions the moment they happen. The system will adapt to changing endpoints automatically so you do not have to manually tweak the code. The Telegram notifications will be formatted clearly and delivered instantly to your private channel. I develop strictly under BASE44 technology standards, ensuring the codebase is robust, fully unit-tested, and heavily commented. You will receive a production-ready Python module that is easy to daemonize on your Linux VPS, along with straightforward setup instructions for future redeployments. You can review my complete portfolio of advanced Python architectures and API integrations here: freelancer.com/u/microlent Let us connect to review the target site and start mapping the endpoints today. Rajesh

@quan9824

As a highly experienced Full-Stack Developer, with a strong specialization in Python, I assure you that I come with the perfect mix of skills for your project. Throughout my career, I have developed various AI systems, Trading Bots and high-end web applications, all of which required me to master dynamic site scraping, WebSocket interaction, and complex API handling – precisely the competencies required for this project. Additionally, I bring proven expertise in Telegram bot development that aligns well with your real-time payment notification requirement. From setting up the Telegram channel to executing concise notifications swiftly upon WebSocket events - I am well versed in the crucial aspects of this task. And, because efficiency is fundamental to a project like this, let me assure you of my commitment to producing clean, well-commented and modular code that can be easily maintained or redeployed if need be. To better illustrate how compatible I am with your requirements: throughout my career I have proactively anticipated clients' future needs and built flexible and innovative solutions accordingly - something that would be pivotal when dealing with potential changes or new endpoints on the fly. So, allow me to take off on your project right away; trust me with your website API scrutiny and you won’t just get a functioning Python tool - but one that's adaptable and future-proofed.

@SmartCodeDev

Hey, I’ve built Python bots that monitor dynamic websites in real time, handling WebSocket traffic, parsing events on the fly, and pushing alerts to Telegram with full resilience to changing keys and endpoints. I can map every hidden API call, track deposit and withdrawal events even when parameters mutate, and deliver a robust async bot ready to daemonize on your VPS. Code will be clean, commented, unit-tested, and include setup instructions so redeployment is straightforward.

@gtnt20905baroli

With over a decade of experience, I've honed my skills in the exact areas you need for this project. Not only am I well-versed in Python for backend development, but I also have ample experience working with WebSocket reverse engineering. I understand the intricacies of parsing and adapting to a dynamic API like the one for your target site, so I'm confident that I can deliver results that will suit your needs precisely. Furthermore, my expertise doesn't stop at API scraping; I excel in creating user-friendly bot interfaces with real-time notifications as experienced in my previous telegram bot projects. My clients often commend me on my ability to deliver resilient and adaptable solutions, just like what you are seeking, as well as on my skill in crafting clean, effective code with comprehensive documentation - traits essential for your project. Another aspect of my service, which sets me apart from other candidates, is a dedication to providing continued technical support. My round-the-clock availability guarantees any issue that may arise post-deployment will be catered to promptly.

@Hrolgar

First step before writing a line is mapping the full WS handshake with mitmproxy: auth headers, HTTP setup calls, whatever session token gets embedded before the stream opens. That discovery phase shapes the reconnection strategy before any code runs. Done similar work on a financial daemon consuming rotating-auth WebSocket feeds. The reconnect logic handled session invalidation mid-stream without dropped events, which is exactly the reliability requirement here. The parser identifies payment events by payload structure, not action key names. Amount + currency + tx_ref present together flags deposit or withdraw, regardless of what the outer key says. Unknown frames get logged with raw content so new event types surface in the daemon log instead of being silently dropped. Key rotation means updating a schema config file, not touching the parser. Reconnection: keepalive ping, exponential backoff on disconnect, session-refresh hook on stale-auth signal. Telegram via aiogram with amount, currency, tx_ref, direction, and timestamp per event. systemd unit with Restart=always and structured logging so you can grep for missed frames or schema drift. M1: Discovery and handshake mapping, INR 8000, 1d. M2: Adaptive parser and payment detection, INR 8000, 1d. M3: Telegram delivery and formatting, INR 8000, 1d. M4: Daemon packaging, reconnect hardening, and handoff, INR 8000, 1d. Quick question before I start: is the target site live and accessible, or is there a staging environment I should work against?

@goranm16

Hi, this fits well as an API/WebSocket scraping + Telegram automation job, assuming the site is one you’re authorized to monitor. I’d start by mapping the browser’s network traffic carefully, separating stable API calls from WebSocket events, then build a small async Python service that listens continuously and sends clean deposit/withdraw alerts to Telegram. The main risk is brittle parsing when keys, tokens, or event names change, so I’d avoid hardcoded assumptions where possible and add flexible event detection, logging, retries, and clear setup notes for your VPS. The first milestone would be focused only on reliable API/WebSocket discovery before polishing the bot layer. Thanks!

@Kishoreindia

Dear Sir/Madam, I am an experienced Python Developer with strong expertise in building scalable backend systems, APIs, automation tools, and full-stack applications. I specialize in delivering clean, efficient, and production-ready solutions. I have successfully developed and deployed multiple live applications including healthcare platforms, legal service apps, school management systems, fintech apps, and real-time communication systems. My Core Python Expertise ✔ Django & Django REST Framework ✔ FastAPI (High-performance APIs) ✔ Flask ✔ SQLModel / SQLAlchemy ✔ PostgreSQL / MySQL / MongoDB ✔ Supabase Integration ✔ Authentication (JWT, OAuth) ✔ Payment Gateway Integration (PhonePe, Razorpay, Stripe) ✔ Web Scraping (BeautifulSoup, Selenium) ✔ Automation Scripts ✔ WebSocket & Real-time Systems ✔ Docker Deployment ✔ AWS / VPS Deployment ✔ REST API Design & Optimization What I Can Build For You Secure REST APIs SaaS backend architecture Admin dashboards Real-time chat systems Payment systems Data processing systems Microservices architecture AI/ML API integration Custom business logic systems Recent Project Experience Healthcare booking & wallet system Legal consultation backend platform School ERP & management API Fintech wallet & transaction management Real-time chat application (WebSocket + MQTT) Location-based services & geo APIs

@alluankit01

✨ I can build the Python Telegram alert bot for real time deposit and withdrawal notifications, as long as we are working with authorized access to the website, API, and WebSocket traffic. I would first map the available API and WebSocket events from your permitted session, identify the payment related event structure, then build an async Python service that listens continuously, parses deposit and withdrawal actions, and sends clean formatted alerts to your Telegram channel. The script can include reconnect handling, logging, error recovery, token refresh where allowed, and a simple config file for VPS deployment. I have experience with Python, asyncio, WebSocket clients, API integrations, Linux VPS setup, Telegram Bot API, background services, and production style monitoring scripts. I will keep the code commented, unit tested where practical, and easy to daemonize with systemd. I cannot support unauthorized bypassing or scraping protected systems without permission, but if this is your platform or you have approved access, I can build a stable and maintainable alert system quickly. Best regards Ankit

@mamuncmt

Hi I can help you in creation of this scraper. I have much experience in reverse engineering specially. Please share the details about the website and others. waiting for you response thanks

@haitham1996

Hi,I’m a Software Engineer Udacity certified in Full Stack Web Dev and Data Analysis track with over 4+ years of experience building scalable backend systems, RESTful APIs, and automation solutions using these tracks including Java (Spring Boot), Python/Django, and modern low-code tools like N8N. I focus on turning complex requirements into efficient, reliable systems that save time and drive real results. With experience across enterprise, freelance, and self-driven projects, I bring strong problem-solving skills, adaptability, and a results-oriented mindset to every project. I’d be glad to connect and explore how I can add value to your team or business. Check my profile : https://www.freelancer.com/u/haitham1996?frm=haitham1996&sb=t

@techmadigital

Hi, I can help with this. Before confirming, please share the website URL and basic details about the platform so I can understand the API structure, WebSocket flow, and authentication process properly. Also confirm: • Login/session required? • Deposit & withdrawal alerts both needed? • Any preferred Telegram message format? Once I review the website and requirements, I can confirm the exact approach.

@kshubham102

Hello I already build a scraping app for dynamic purpose with windows supported. Feel free to reach out to me. So, I can show you the demo. It has tech: • Python + Selenium/Playwright automation • undetected-chromedriver / stealth browser setup to reduce anti-bot detection • Smart availability polling with adjustable refresh intervals and retry logic • Instant push alerts via Pushover or Firebase Cloud Messaging • Fast auto-fill pipeline for passenger/payment data • Robust logging + selector fallback handling for site layout changes Best Regards Shubham Shrma

@dushyant317

With 11+ years of experience in Python automation, WebSocket analysis, and real-time event systems, we can reverse-engineer the target website’s API/WebSocket architecture and build a resilient Telegram alert bot that detects deposit and withdrawal events instantly, even when dynamic keys, tokens, or action identifiers change frequently.

@leewayde

I HAVE DONE SOMETHING SIMILAR BEFORE! Your need for a clean, professional, user-friendly, and seamless integration of dynamic website API scraping into a Telegram bot with automated, real-time payment alerts is clearly understood. The focus on resilient WebSocket event parsing, automatic key handling, and adaptability to changing endpoints aligns perfectly with your priorities. With extensive expertise in async Python frameworks, WebSocket reverse engineering, dynamic scraping, and Telegram bot development, I specialize in delivering robust, tested, and well-documented solutions. You won’t find someone more aligned with what you’re looking for. Come chat with me, worst case you get a free consultation :) Regards, Lee-Wayde

@rehmani1

Hi, I have strong experience with Python API scraping, WebSocket reverse engineering, and Telegram bot automation on Linux VPS environments. I can: Discover hidden API/WebSocket endpoints Parse real-time deposit & withdrawal events Handle changing keys/tokens dynamically Send instant formatted Telegram alerts Deliver clean, tested, well-documented Python code ready for daemon deployment I mainly use asyncio, aiohttp, websockets, and Telegram Bot API for low-latency real-time systems. Ready to start as soon as you share the site URL and VPS access.

@gerog8

Hi, I’m Gero, an Artificial Intelligence Engineering student. I specialize in reverse-engineering complex data pipelines, network analysis, and building robust Python automation. I am perfectly equipped to tear down this dynamic API and deliver your real-time Telegram alert bot. Here is my technical approach: WebSocket & API Teardown: I will use asyncio alongside aiohttp and websockets to intercept live event streams, thoroughly mapping out hidden endpoints and parameters. Dynamic Key Resilience: Since tokens and action names mutate, hardcoding will fail. I will implement structural pattern matching and heuristic analysis to automatically identify deposit/withdrawal events based on payload behavior, ensuring the bot adapts on the fly. Real-Time Telegram Alerts: I will integrate an async framework like aiogram to push clean, formatted notifications the millisecond an event is parsed and validated. Production-Ready Deployment: You will receive thoroughly commented Python code, unit tests (pytest), and a systemd service file with exact instructions to daemonize the script reliably on your Linux VPS. I am ready to inspect the target URL and start mapping the traffic. Let’s get this running!

@ihsanu52

I’ve worked on dynamic WebSocket/API systems where the real challenge is resilience against changing event names, tokens, and payload structures — not just basic scraping. I can: Reverse engineer the site’s REST + WebSocket traffic Build an async Python listener (aiohttp / websockets) Detect deposit/withdraw events even when keys mutate Send real-time formatted Telegram alerts Add reconnect logic, logging, retries, and daemon-ready VPS deployment The solution will be modular, well-commented, unit-tested, and easy to redeploy on Linux VPS. A few quick questions: Does the site require authenticated sessions? Are payment events only available after login? Do you need historical replay after reconnects or live-only alerts? Ready to start immediately with the API/WebSocket discovery milestone.

@higorocha1

Olá! Compreendi perfeitamente a necessidade de um sistema resiliente em Python para monitorar o tráfego WebSocket e integrá-lo ao Telegram em tempo real. Estou totalmente preparado para entregar essa automação de ponta a ponta no seu servidor VPS. Tenho sólida experiência em desenvolvimento assíncrono (asyncio, websockets, aiohttp) e criação de bots para o Telegram. Para resolver o desafio das chaves e parâmetros que mudam dinamicamente, implementarei uma lógica de mapeamento adaptável e tratamento de exceções estruturado, garantindo que o bot continue decodificando os eventos de depósito e saque sem a necessidade de intervenção manual constante. Entregarei o script Python componentizado, com código limpo, testes unitários para os parsers de dados e um guia passo a passo detalhado para que você possa implantar ou reconstruir o ambiente no seu VPS Linux rapidamente. Estou disponível para iniciar a análise do fluxo de rede assim que iniciarmos o projeto. Vamos trabalhar juntos!

@juan99lizano

This project is outside my scope — reverse-engineering a payment site's private API to intercept deposit/withdrawal events without authorization raises serious legal and ethical concerns I won't take on, regardless of budget. I'm not the right fit here.