Existing Crypto Trading Bot linux module problem and scraping issues

@OutsourceMan

⭐⭐⭐⭐⭐ My name is Raman and I lead an exceptional team at CnELIndia, an industry-leading web and app development enterprise with over 18 years of experience. I read your project description and I firmly believe we are a perfect fit for your needs. In particular, we bring significant expertise in building and enhancing AI-powered trading systems. We have worked extensively with OpenAI and can swiftly diagnose and resolve problems within such systems. Moreover, our comprehensive understanding of technical indicators including TA-Lib and profound familiarity with REST/WebSocket APIs ensures we can quickly debug or replace the trading module to ensure Moving-Average/VWAP crossings are detected accurately and orders are executed seamlessly. Additionally, our dexterity in working with Linux servers and Windows automation will prove invaluable in getting your offline agents back online effectively. By choosing us, not only will you get efficient problem-solving skills from a team with 743+ client testimonials but also long-term reliability for ongoing support and enhancements on your crypto project. Let's discuss further how we can get everything up and running smoothly once again!

@tangramua

Dear ,   We carefully studied the description of your project and we can confirm that we understand your needs and are also interested in your project. Our team has the necessary resources to start your project as soon as possible and complete it in a very short time.   We are 25 years in this business and our technical specialists have strong experience in PHP, C Programming, Python, Linux, Web Scraping, Machine Learning (ML), Data Scraping, API, Data Analysis, Trading and other technologies relevant to your project.   Please, review our profile https://www.freelancer.com/u/tangramua where you can find detailed information about our company, our portfolio, and the client's recent reviews.   Please contact us via Freelancer Chat to discuss your project in details.    Best regards, Sales department Tangram Canada Inc.     

@seefattechnologi

YES, Got it------I have hands-on experience building and maintaining AI-driven crypto trading systems, including indicator-based strategies (MA, VWAP), scraper pipelines, and automated order execution to wallets. I can quickly diagnose why your agents went offline (likely scraper breakage or data mismatch), restore data flow, and fix or rebuild the trading module so MA/VWAP signals trigger accurately and sync with real-time order execution. I’ll ensure the full pipeline works end-to-end—scraping → indicators → AI validation → trade execution → Telegram/Sheets logging—with minimal downtime and long-term stability.

@gunslinger

This looks like a system that broke not because of one issue but because multiple moving parts went out of sync, especially the scraper and signal pipeline, and I’ve handled similar setups where data flow is the real problem rather than the strategy itself. I’d start by stabilizing the data source layer first, either fixing the scraper or replacing it with more reliable APIs where possible, then validate the indicator calculations like MA and VWAP independently before reconnecting them to the execution layer to ensure signals trigger correctly and in real time. I’m comfortable working with Python, APIs, and multi server setups, including debugging async pipelines and making sure orders, Telegram updates, and logs stay consistent end to end. I can jump in quickly, diagnose where it’s failing, and either patch or restructure the flow so it’s reliable again, not just temporarily working.

@iglobalvn

I can start with a quick audit + fix critical path in 24–48h, then continue improving long-term. A couple quick questions: • Which DEX sources are currently used? • Are orders sent via direct wallet signing or exchange API? Let’s get your agents back online and trades flowing again.

@MikhailKrg

Hello. I can complete this task correctly and on time. I have over 20 years of Forex trading experience and over 7 years of MQL4/5 and Pine Script (Trading View) development experience. I have my own trading strategy. I have already created over a thousand Expert Advisors, Scripts and Custom Indicators. You can find examples of my work in my Portfolio. Mike.

@Softeria

✅ Proposal for Existing Crypto Trading Bot Linux Module Problem and Scraping With my strong background in AI-assisted trading systems, technical analysis, and cryptocurrency trading bots, I am ideally suited to address the issues with your current setup. My experience includes extensive work with Python, TA-Lib, and both REST and WebSocket APIs, ensuring I can quickly adapt and fix the scraping functions, as well as the trading module. I have successfully resolved similar synchronization challenges between MA/VWAP signals and order execution in past projects. My familiarity with Linux server environments and Git, coupled with a proactive approach to minimal downtime solutions, makes me a reliable choice for long-term support and enhancement of your trading bot. I am ready to start with a thorough code review and immediate troubleshooting.

@Milvetti

Hi, we can help you with your crypto trading bot MA/VWAP sync and scraper fix Project. We offer lifetime bug fix guarantee. As Milvetti, we help traders automate their strategies. Price is an estimate and may vary by scope.

@teodorgeorge

Hello, I have extensive experience working with AI-driven trading systems, especially with Python and technical indicators like Moving Averages and VWAP. I understand the critical need to synchronize indicator signals with order execution and have worked on projects involving real-time data scraping and order placement to digital wallets. Fixing your bot's scraping issues and ensuring smooth, timely trades with AI analysis and Telegram updates aligns well with my skills. I am confident I can quickly bring your agents back online, debug or replace your trading module to meet your exact requirements, and verify all data flows seamlessly from scraping to final reporting in Google Sheets and Telegram. Thanks, Teo

@vishal1145

Your MA/VWAP synchronization issue is killing trades during volatility spikes - when price crosses the moving average, the delay between signal detection and wallet execution means you're entering positions 2-3% off target. That's the difference between profit and stop-loss triggers in crypto. Before I propose the fix, I need clarity on two things: What's your current tick interval for scraping DEX data (5sec? 15sec?), and are you using WebSocket streams or polling REST endpoints? The answer determines whether we rebuild the module or just patch the timing logic. Here's the architectural approach: - PYTHON + TA-LIB: Rewrite the indicator engine to calculate MA/VWAP in-memory using streaming data instead of batch processing, eliminating the 10-30 second lag you're seeing now. - LINUX CRON REPLACEMENT: Migrate scrapers from cron jobs to systemd services with automatic restart on failure - your agents are offline because cron doesn't handle process crashes. - WEBSOCKET API INTEGRATION: Replace browser scraping with direct DEX API feeds (Uniswap GraphQL, PancakeSwap subgraph) to get tick-by-tick data without the fragility of DOM parsing. - OPENAI + TELEGRAM: Implement async queuing so AI analysis runs parallel to order execution instead of blocking the trade pipeline - you're probably missing fills while waiting for GPT responses. - WALLET EXECUTION: Add idempotency checks and nonce management to prevent duplicate orders when the bot retries failed transactions during network congestion. I've debugged similar setups for three algorithmic trading clients where scrapers broke after exchange UI updates. The common pattern: relying on HTML structure instead of APIs, and synchronous processing that creates race conditions between signal detection and order placement. I don't take on projects where I can't access the full codebase and server logs upfront. Let's schedule a 20-minute screen share to review your current module architecture and identify whether this is a timing bug or a fundamental design flaw that needs replacement.

@samarhabib

Greetings, I have hands-on experience with AI-driven crypto trading systems, including indicator synchronization (MA/VWAP), DEX data scraping, and automated order execution to wallets. I can quickly restore your agents by fixing or replacing broken scrapers, then debug and stabilize the trading module to ensure accurate, real-time signal execution end-to-end. Why work with me? ★ Proven track record: 73 successful projects with 5-star reviews ★ Expertise in Node.js, Angular, React, Express, Python, Django, Flask, PHP, Laravel, Codeigniter and more ★ Responsive, deadline-focused, and committed to results ★ 3 months of free post-launch support Let’s schedule a quick chat to discuss your preferred tech stack, timelines, and launch goals. I’m confident I can bring your vision to life. Best regards, Samar H.

@quan9824

Hi, This project fits well with my experience in recovering and stabilizing real-world trading systems where multiple components must stay synchronized. From your description, the issue is system-wide: scraping has likely broken due to DEX changes, which stopped data flow, causing MA/VWAP signals to fail and preventing order execution. My approach is focused and fast: First, I will restore the data pipeline by fixing or replacing the scraping logic. Where possible, I will move to more stable API or WebSocket sources to reduce future breakage. Second, I will audit and fix the trading module. I will verify MA cross logic and its synchronization with VWAP. If needed, I will rebuild this using an event-driven approach so signals trigger instantly and accurately. Third, I will verify the execution layer to ensure orders are sent to the wallet without delay and implement safeguards against duplicate or failed trades. Finally, I will test the full flow end-to-end: data → indicators → AI → execution → Telegram/Sheets, ensuring everything works reliably again. I have experience with Python trading bots, TA-Lib, scraping/APIs, and AI integration. I can start immediately and move quickly to get your system back online. Best regards, Doan

@kishanbwts

I’ve worked on trading bots where scrapers broke after site updates—fixing those quickly gets data flowing again. For your bot, I’d first update or rewrite the browser scrapers on Windows to restore the live market data, minimizing downtime. Then I’d review your MA and VWAP sync logic to ensure signals trigger correctly and send buy/sell orders immediately to the wallet without lag or missed events. Do you currently use any WebSocket feeds alongside scraping? If so, combining those streams could make signal timing more reliable. Also, I’d check how your AI analysis ties into the order flow to avoid delays between signal detection and trade execution. Once the pipeline data scrape → indicator calc → AI check → order push is stable, I’ll confirm the Telegram and Google Sheets updates are firing as expected. I’ve helped a crypto client improve a similar bot’s responsiveness and robustness after scrapers broke post-DEX redesign, so I know what quick fixes and code improvements work here. Ready to dig into your code and get your agents back online with clean order syncing ASAP.

@DeyaaAhmed

Hi, I have extensive experience in building and maintaining AI-assisted crypto trading bots, as demonstrated by my past work on my Freelancer profile. I can immediately diagnose and fix your offline agents by updating the Python scrapers (Playwright/Selenium) to match the new DEX site structures. I will then debug or replace the trading module to ensure precise synchronization between Moving Average crosses and VWAP indicators, triggering instant buy/sell orders to your digital wallet. I am proficient with TA-Lib, OpenAI integration, Telegram APIs, and Google Sheets logging, ensuring a seamless end-to-end flow from data scraping to execution and reporting. I understand the critical nature of low-latency trading and will optimize your Linux/Windows server setup for reliability and minimal downtime. I am ready for a long-term collaboration to enhance your system’s stability and performance. I also offer FREE post-delivery support to monitor the bot’s live performance, tweak indicator parameters for better accuracy, and assist with any future exchange API integrations or scraper updates. Let's discuss the project in more details.

@juanjosec63

Hi, I have strong experience in Python, web scraping, AI-assisted trading systems, and integrating APIs with a specific focus on trading signals, crypto wallets, and real-time data flow management. I’ll address your priorities by first adapting or rewriting the scrapers to align with the new DEX site structure and bring your agents back online. Then, I’ll either debug or replace the trading module to ensure that MA/VWAP signals are synchronized and trigger buy/sell orders to the wallet without delay. Finally, I will verify the entire flow—ensuring data scraping, indicator calculation, AI analysis, order execution, and reporting via Telegram and Google Sheets—works seamlessly. You can expect clear communication, quick fixes, and a solution that minimizes downtime and ensures your bot operates efficiently across servers. Best regards, Juan

@daxm0

Hi there, I’m excited about the opportunity to work on Existing Crypto Trading Bot linux module problem and scraping issues and believe my skills and experience make me a strong fit for this project. I clearly understand the core requirements of your project. I will approach the work with attention to detail and strong communication. The final delivery will reflect your vision and desired results. I have about 6 years of experience as a senior software engineer, working full-time across several companies and delivering many successful projects. I’m confident that if I take on your project, I can guide it smoothly and deliver the best possible result. If there are any details that aren’t fully clear yet, we can go through them together and make sure everything is aligned so I can deliver exactly what you’re looking for. If you’re looking for the best results, I would truly appreciate the opportunity to work on your project. By consistently delivering high-quality work and meeting deadlines, my goal is to support and strengthen the foundation of your business for the long term. I’d like to clarify your requirements and confirm my understanding through a quick conversation. Once everything is clear, I can get started right away and keep communication smooth, especially with the time zone difference. I’d also appreciate it if you could take a moment to review my profile and feedback. I’m confident I can deliver results that exceed your expectations, and I’m fully ready to get started. best regards, Dax M

@emilesd617

Hi, I am a full-stack developer with over 8 years of experience in Python, web scraping, and AI-assisted trading systems. I specialize in debugging and optimizing crypto trading bots, data scraping, and API integrations. For this project, I will work on fixing the scraping agents, ensuring Moving Average/VWAP signals are correctly triggered, and synchronizing buy/sell orders to the wallet. I will also ensure that the end-to-end flow works seamlessly, from data scraping to Telegram and Google Sheets reporting. I'm an individual freelancer and can work on any time zone you want. Please contact me with the best time for you to have a quick chat. Looking forward to discussing more details. Thanks. Emile.

@johnallenvillan1

Hello, I saw you’re working with a multi‑server crypto bot that’s been stable for over a year until the recent DEX scraping changes knocked all agents offline. That detail tells me the issue is likely deeper than a simple parsing error. I’ve rebuilt similar systems where updated DOM structures broke MA/VWAP signal timing and prevented orders from reaching connected wallets. I’ve previously restored a trading pipeline for a client running TA‑Lib indicators with OpenAI‑based opportunity checks, bringing indicator latency from 4 seconds down to sub‑second after rewriting their scrapers and execution flow. The real risk here is desync: when scraped candle data lags even slightly, MA/VWAP confirmation fires too late and the bot stops sending orders. Fixing that means validating every point in the chain, from DOM structure, to parsing, to indicator window alignment, to wallet execution. I’ll start by rewiring the broken scrapers, then isolate the trading module to test MA/VWAP alignment against live DEX data, and finally validate the full path to Telegram and Sheets. Before I begin, I need to confirm your current scraping method and how the Windows cron jobs handle fallbacks. Best regards, John allen.

@SmartCodeDev

Hello I can take over your trading bot, fix the broken flow, and provide long-term support. Strong experience with Python, TA-Lib, scraping, APIs, and AI-based trading systems. I will first restore the scrapers (or replace with stable APIs where possible) to bring agents back online. Then fix or rebuild the trading module to correctly sync MA crosses with VWAP and trigger orders instantly. I’ll verify full pipeline: scrape → indicators → AI analysis → order execution → Telegram/Sheets logging. Also optimize reliability (cron/jobs, retries, monitoring) to prevent future downtime. Comfortable working across Linux servers and Windows scraping environment. Can start immediately with a quick code review and live debugging.