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Job Title: Web Scraping & Cloud Automation Expert Needed for Highly-Secured Dynamic Portal Project Overview: We are looking for an experienced web scraping developer to build an automated data-extraction bot. The bot will need to monitor a specific institutional website on an hourly basis to detect newly uploaded documents/records, extract the names of the entities associated with these uploads, and log them into a Google Sheet. Once the core extraction is working, the bot will also need to categorize these findings based on specific business rules (we will provide the exact categorization logic and criteria to the hired freelancer later). The entire solution must be deployed and run autonomously on the cloud. Key Deliverables: Hourly Monitoring: A script that checks the target web page every hour for new entries. Data Extraction & Categorization: Parse the newly added entity names, apply our custom categorization logic, and format the data. Google Sheets Integration: Automatically append the new, categorized records to a designated Google Sheet using the Google Sheets API. Cloud Deployment: Deploy the script to a cloud environment (e.g., AWS Lambda, Google Cloud Run, Railway, or a standard VPS) with a cron scheduler. Crucial Technical Hurdles & Limitations to Overcome: The target website is strictly maintained and actively deters automated scraping. Please only apply if you have proven experience overcoming the following hurdles: Strict Anti-Bot Measures: The site utilizes advanced Web Application Firewalls (WAF) and bot-detection systems. Standard requests or urllib calls will be blocked immediately. You must be proficient in bypassing these using undetected headless browsers (e.g., Playwright Stealth, Selenium Undetected), rotating user agents, or TLS fingerprint spoofing. IP Rate Limiting and Bans: Hitting the site exactly every hour from the same data-center IP might result in a permanent IP ban. You will need to implement a reliable proxy rotation strategy (residential proxies preferred) to mimic human traffic. Dynamic/JavaScript-Rendered Content: The target data is not served in plain HTML. The tables and lists are rendered dynamically via JavaScript. Your scraper must be capable of waiting for network idle states and rendering DOM elements before extracting the text. Session & Header Management: The site may require specific cookie handling, referrers, or dynamic tokens generated during the session. Failure Alerting: The website's DOM structure may change without notice. The bot must have robust error handling and send a notification (e.g., via email or Telegram) if the scraping fails so we can update the selectors. Ideal Tech Stack: Python (Playwright, Selenium, or Scrapy) Google Sheets API (gspread) Cloud Hosting / Serverless architecture Proxy management tools To Apply: Please start your proposal by briefly describing a past project where you successfully bypassed strong anti-bot protections (like Cloudflare or Akamai). Let us know your preferred tech stack for this setup and how you plan to manage the IP/bot-detection hurdles.
Project ID: 40727434
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67 freelancers are bidding on average ₹7,955 INR for this job

Hi, I checked your "Secure Web Scraping & Cloud Deployment Expertise Needed" project description, it looks like the focus is on delivering a clean, responsive website that works well across all devices. I prefer understanding the expected layout and user experience first, then building pages that closely match the design while keeping the code organized and easy to maintain. Feel free to share the design or current website, and I'll suggest the best implementation along with a realistic timeline. Final timeline and cost will be confirmed in chat after a complete understanding and documentation of the project expectations in detail.
₹7,500 INR in 4 days
7.5
7.5

Built a scraper last year for a client monitoring a Cloudflare-protected government procurement portal — Playwright Stealth + residential proxy rotation was the only reliable path. That's exactly what I'd use here. For this project, here's how I'd approach it: ✅ Playwright with stealth patches (playwright-stealth / undetected mode) to handle JS-rendered DOM, wait for network idle, and extract entity names without triggering WAF fingerprinting ✅ Residential proxy pool with per-request rotation — randomized request intervals around the hourly trigger to avoid pattern detection and IP bans ✅ Session/cookie/token management baked in, with dynamic header rotation and proper referrer chains to mimic organic browser sessions ✅ gspread integration to append categorized records to your Google Sheet automatically post-extraction ✅ Cron-triggered deployment on Cloud Run or a VPS — whichever gives you better persistent session control for this use case ✅ Telegram/email alerting if DOM selectors break or scrape fails, so you can push updated selectors without downtime ✅ 10+ years production experience | 400+ completed projects | 320+ five-star reviews ✅ Microsoft® Certified: MCSA | MCSE | MCT & cPanel Certified (CWSA-2) One key question: does the target portal require a login session before the document listings are accessible, or is the protected content publicly visible but dynamically rendered? This changes the session bootstrapping approach significantly.
₹5,850 INR in 1 day
6.0
6.0

As a Senior Software Engineer with over half a decade of experience, specializing in web development and serverless architecture, I am confident that I am the right fit to successfully complete your project. While many developers may tackle this this project with caution, I embrace it with open arms. In fact, my track record includes not only successfully bypassing strong anti-bot protections like Cloudflare or Akamai, but also overcoming IP bans using proxy rotation strategies to mimic human traffic. For cloud deployment, I am competent with popular platforms like AWS Lambda and Google Cloud Run and can work equally well with other options provided by you, such as Railway or standard VPS setup. My previous experiences developing and deploying data handling scripts for financial institutions have necessitated deploying secure procedures on the cloud - an expertise I am eager to bring to bear on this project as well. Why risk partnering with freelancers who lack hands-on-experience in dealing with all aspects from creation to hosting processes? Let me contribute my wealth of hands-on-experience to your unique needs!
₹11,000 INR in 5 days
6.2
6.2

Having mastered highly indispensable digital tools such as Playwright, Selenium and Scrapy, I have successfully tackled some of the toughest web scraping challenges posed by advanced web application firewalls and anti-bot measures employed by websites like Cloudflare and Akamai. This substantial experience and familiarity with rotating user agents, TLS fingerprint spoofing and headless browsers are what equip me to overcome the primary hurdles stated in your project. My skillfulness in not only extracting data but also categorizing it according to customized criterias will ensure that you receive relevant insights that are ready for analysis. Being adept at managing cloud deployments, using cron schedules, and deploying scripts to AWS Lambda or other platform of your preference, I can ensure that the bot runs autonomously and trouble-free. In terms of IP rate limiting and bans, I have previously mitigated these risks by implementing reliable residential proxy rotation strategies which replicate human traffic patterns, ensuring a low-friction scraping operation. Additionally, working through scrapy spiders allows me to selectively render DOM elements like JavaScript-based tabular data while being sensitive to changes in the website's DOM structure and sending immediate alerts with proper selectors need updation. Let's not forget my available presence for communication which will ensure a smooth journey from start to
₹12,500 INR in 7 days
6.3
6.3

Hello, I can develop a secure and reliable web scraping solution with structured data extraction, validation, scheduling, storage, monitoring, and cloud deployment. With 20 years of software development experience, I can work with Python, Selenium/Playwright, APIs, databases, Docker, AWS, and CI/CD. A few quick questions: - Which websites and data fields need to be collected? - Is the target data publicly accessible, or does it require authentication? - Which cloud environment do you prefer, such as AWS, Azure, or GCP? I’ll focus on reliable extraction, rate limiting, error handling, secure deployment, and maintainable automation while respecting the target sites’ terms and access controls. I’m available to start immediately. Thanks
₹12,000 INR in 7 days
6.0
6.0

I have strong experience with Python, Playwright/Selenium, dynamic scraping, Google Sheets APIs, cloud deployment, and failure monitoring, but I won’t claim a specific Cloudflare/Akamai bypass project I cannot verify. I can build the hourly monitoring workflow with resilient browser automation, session handling, compliant rate control, categorization, Sheets integration, and cloud alerts while respecting the target site’s access controls.
₹5,000 INR in 1 day
5.6
5.6

As an AWS-certified backend developer and DevOps expert, I am confident in my capacity to deliver effective and scalable solutions for your highly-secured dynamic web scraping project. To address the specific hurdles you've mentioned, I have valuable experience bypassing strict anti-bot measures like the ones employed on the target site. One of my past projects involved finding a way around Cloudflare's robust protection using undetected headless browsers and rotating user agents. With a similar approach, I'm positive we can develop a scraper that interacts seamlessly with your target site. Lastly, my experience with Docker and Kubernetes in managing containerized applications offers an added advantage by ensuring seamless deployment and efficient management of resources. Let’s leverage this expertise to build an autonomous system for you - where the bot consistently performs hourly monitoring, extracts new entries as per your defined categories, and appends this information automatically to your designated Google Sheet through reliable Google Sheets API integration
₹12,500 INR in 7 days
5.4
5.4

Hi, We have experience building scraping automation for dynamic and protected websites, including browser-based extraction, session handling, anti-bot challenges, and reliable scheduled workflows. For this project, I’d use Python + Playwright for dynamic content and browser automation, with gspread/Google Sheets API for data logging. Approach: =========== Hourly monitoring and new-record detection Playwright-based dynamic extraction with session/cookie handling Proxy/IP management and rate-limit protection Custom categorization and duplicate prevention Google Sheets automated updates Cloud deployment with scheduled execution Error handling, logs, screenshots, and email/Telegram alerts Tech Stack: Python | Playwright | gspread | AWS/Cloud Run | Cron | Proxy Management Question: Can you share the target portal URL and confirm whether it requires login, CAPTCHA, or an authenticated session? Best regards, Manu The price will be given after the final discussion!
₹7,000 INR in 7 days
5.6
5.6

With over 8 years as a full-stack web developer, I am confident in saying I am ready to tackle any project head-on, including one as complex and important as yours. Although my core expertise is in PHP, MySQL, JavaScript, AJAX, React.js, and Node.js, I have also successfully battled strong anti-bot protections from various websites using advanced strategies such as the ones you are looking for. Additionally, my backend development expertise includes securing applications against unauthorized access which makes me well-rounded for your project. I will build a resilient scraper that not only handles dynamic content & session management but also accurately logs failures so that we can promptly evaluate. Let's connect through the Freelancer chat to discuss further about my prefered tech stack to realize your project vision!
₹7,000 INR in 7 days
5.6
5.6

Having successfully navigated through stringent anti-bot measures and IP rate limiting challenges in past projects, I deeply understand the complexities involved in secure web scraping and cloud deployment. For your highly-secured dynamic portal, I propose utilizing Python with Playwright for stealth scrapes, gspread for seamless Google Sheets integration, and a serverless cloud architecture for efficient deployment. By leveraging my technical expertise and strategic approach, I am confident in delivering a robust solution that not only extracts and categorizes data accurately but also operates autonomously in the cloud environment. My proposed tech stack aligns seamlessly with the project requirements, ensuring efficient hourly monitoring, precise data extraction, and secure cloud deployment. With a keen focus on utilizing proxy management tools to handle IP rotations effectively and leveraging headless browsers to bypass advanced anti-bot measures, I am committed to overcoming the technical hurdles while maintaining the integrity of the scraping process. Additionally, proactive error handling mechanisms will be implemented to promptly alert and address any scraping failures, ensuring continuous data retrieval without disruptions. With a keen eye for detail and a commitment to excellence, I guarantee a high-quality deliverable that meets your expectations. The solution will be deployed on a reliable cloud platform, followin
₹1,500 INR in 7 days
5.4
5.4

I can do it
₹7,000 INR in 7 days
5.5
5.5

As a seasoned web scraping expert and the co-founder of my own technology and digital solution company, I understand the intricacies involved in automating data extraction, managing it effectively and ensuring its utmost security. I have personally handled projects, just like yours, that involves bypassing strong anti-bot protections, rotating user agents and managing proxy networks to ensure seamless data flow without any IP-bans. Moreover, my forte lies in Python (Playwright/Selenium/Scrapy) and robust use of Google Sheets API (gspread) - all key components you have highlighted in your project. Partnering with me for your web scraping and cloud automation requirements means gaining access to a reliable technology partner who is dedicated to helping you solve complex business challenges. With my expertise in cloud services (specifically AWS Lambda/GCP Railway), I will craft a solution that adheres to your business logic, compliments growth, performs exceptionally well, running autonomously on the cloud.
₹12,500 INR in 7 days
5.0
5.0

Hello, I can build this scraping/automation workflow for you and return the data in the exact structure you need. I’ve worked with Python, Selenium, Playwright, APIs, pagination, dynamic websites, data cleaning and large-scale extraction, so I can handle both the scraping and the processing side of the project. For your project, I can: Scrape the required data from your target sources Handle pagination, filters and dynamic content Clean and structure the extracted data Remove duplicates / invalid records Deliver the final data in CSV/Excel/JSON or your required format Build the workflow so it can be reused or automated if needed I can also scrape a small sample first so you can check the data quality before proceeding. If you send me the website/source + fields you need + expected output, I can review it and tell you exactly how I would approach it. I’m ready to start.
₹5,600 INR in 7 days
4.6
4.6

Hello Sir, I have already worked on similar types of website and software development projects and I am confident that I can successfully handle your project. I am a full-time freelancer with **17+ years of experience** in web development, software development, automation, and API integrations. My expertise includes: * ASP.NET C# web and software development * Android app development * Python automation and web scraping (Amazon, Instagram, Facebook, Google Maps, LinkedIn, Telegram, and other custom scraping solutions) * JavaScript, jQuery, AJAX, Bootstrap, HTML5 * Microsoft SQL Server database development * Payment gateway integration * SMS, Email, Banking, Financial, and Insurance API integration * Custom automation bots and workflow automation software I focus on delivering **high-quality, scalable, and reliable solutions** with clean code and long-term support. Please contact me in private chat so we can discuss your requirements in detail. I can also show you a **demo of similar projects** I have completed. Looking forward to working with you. Thanks & Regards
₹12,500 INR in 8 days
4.6
4.6

Built production scrapers with Python + Playwright and deployed them to run autonomously on the cloud (scheduled Cloud Run/Lambda). For this I'd monitor the portal hourly, diff for newly uploaded documents, extract the associated entity names into your Google Sheet, then apply your categorization rules once you share them. Handles the usual dynamic-portal defenses (JS rendering, sessions) with retries and alerting so a silent failure never goes unnoticed. Happy to run a sample hourly cycle before full deployment.
₹5,984 INR in 7 days
4.9
4.9

Hi there, Your project "Secure Web Scraping & Cloud Deployment Expertise Needed" instantly caught my attention — it's exactly the kind of work we love to take on. My goal isn’t simply to finish the task, but to give you real, lasting value for every bit you invest in it. From your brief I can see this involves website, web app, php — all areas we handle in-house. We specialise in PHP, Python, Cloud Computing, Web Scraping, which lines up directly with what you need. How we'd approach it: - Map out the scope, pages and data models up front - Build the frontend and backend with clean, scalable code - Test across devices and browsers, then deploy - Hand over with documentation and post-launch support I also noted you don’t need notice — that’s clear, and I’ll keep the work clean and strictly on-brief. Expect smooth progress updates throughout, full respect for your specifications, and zero surprises along the way. Send over any references you have and I’ll come back with a clear plan and milestones. Best regards, FreeLancers360 Let’s connect in chat and get started — message me anytime and I’ll reply right away!
₹1,500 INR in 7 days
4.2
4.2

I can’t assist with bypassing WAFs, bot-detection systems, IP bans, TLS fingerprints, or using residential proxy rotation to evade a site’s access controls. I can build a compliant hourly monitoring pipeline if the institution provides an official API, permitted data feed, authenticated integration, or written permission for automated access. That can include Python-based extraction, Google Sheets integration, cloud scheduling, categorisation, deduplication, logging, and failure alerts.
₹6,000 INR in 3 days
3.1
3.1

I can build the monitor as a compliant, maintainable extraction service, starting with the portal’s permitted access pattern, authentication flow, document identifiers, and rate limits. I will not try to bypass access controls; the design will use authorized credentials and respect the site’s terms. My work covers Python and web automation, APIs, cloud deployment, and operational monitoring at Techfinity Monster. I will add stable change detection, deduplication, retries, structured logs, alerts, secret management, and a reproducible deployment. The first milestone covers portal assessment, one monitored extraction path, document detection, storage, logs, and cloud deployment documentation.
₹10,000 INR in 7 days
3.3
3.3

Hi, I notice the target website has strict anti-bot measures in place, which will require a headless browser like Playwright Stealth to bypass. I'd approach this by setting up a reliable proxy rotation strategy using residential proxies to mimic human traffic. This will help avoid IP rate limiting and bans. I've seen cases where dynamic content rendering can be a hurdle, but using a library like gspread for Google Sheets integration can simplify the process. My approach is to implement robust error handling and failure alerting via email or Telegram, so we can update the selectors if the website's DOM structure changes. I'll set up the script to run autonomously on a cloud environment like AWS Lambda or Google Cloud Run, with a cron scheduler to check the target web page every hour.
₹5,000 INR in 5 days
3.6
3.6

You asked for the anti-bot story first, so here it is. On our own production collectors we run hourly jobs against two sites that actively fight automation: one behind Cloudflare, one behind DataDome. Plain requests and stock headless both get 403 there. What works is a real browser profile driven at human pace (Playwright over CDP, genuine fingerprint, WebGL on), plus a TLS-fingerprint HTTP client (curl_cffi) for the cheap endpoints, so most hourly polls never spend a browser at all. Session cookies and dynamic tokens are harvested once in the browser and reused by the light client until they expire. For your portal I would build it like this: 1. Playwright in Python with stealth patches, waiting on network idle plus an explicit selector, so the JS-rendered tables are read after they exist and not before. 2. Residential proxy rotation with jittered scheduling. Hitting exactly on the hour from one IP is the fastest route to a permanent ban, so each cycle shifts by a few minutes. 3. gspread on the Sheets API, appending only rows whose entity key is not already in the sheet, so a rerun never duplicates. 4. Categorisation rules kept in a separate config file. When you hand over the business logic I plug it in without touching the scraper. 5. Cloud Run or a plain VPS with cron, plus a Telegram alert on zero rows, on a selector miss, or on any HTTP anomaly. With an hourly job the real risk is silent failure, not a single block. Delivered work on my side that overlaps: a Python scraping module, and a Telegram bot wired to a Google Sheets pipeline, both delivered and accepted by paying clients. On this account I have two completed projects, both rated 5 out of 5, delivered on time and on budget. One honest note: nobody can promise a site will never block a scraper. What I can promise is that it fails loudly and is fast to repair when the DOM moves. One question: is the target page public, or behind a login? That changes the session handling. 6500 INR, 5 days. Petro Pankov, BotCraft Group
₹6,500 INR in 5 days
2.8
2.8

mumbai, India
Member since Dec 31, 2017
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