Web scraping freelance machine learning jobs

I am hiring to build a chess training app, and planning to build it over a few...Analyze games with an open source engine Save their own sets of moves to test themselves against later Pay a premium subscription to access certain features Must have: Strong communication skills ios and Andriod app development experience Creative problem-solving A plus to have: A personal understanding/enjoyment of the game of chess. I'm making this app because in learning the game myself I have found existing apps for learning chess openings to be lacking. The full range of features I envision would become a bit complex, but the basic app should be fairly simple to build using the open source code. The success of that initial build will determine how far we will go in building out the ...

Job Title: AI Assistant Developer – Lead Response Integration () Location: Remote Contract Type: Freelance/Contract Overview: is seeking a skilled AI developer to set up and integrate key features into our AI assistant. The goal is to enable the assistant to efficiently process incoming leads, initiate calls within 5 minutes, and engage with the lead in a personalized manner—calling them by name and collecting relevant information for follow-up. The successful candidate will work closely with our team to refine this process and ensure a seamless, high-quality user experience. Responsibilities: Lead Detection and Processing: Configure the AI assistant to detect incoming leads in real time and trigger an automatic call within 5 minutes of receiving the lead’s i...

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We are looking for a talented freelance video editor to create a short, impressive, and dynamic Instagram Reel. The Reel should capture attention within the first few seconds, follow current Instagram trends, and convey a powerful message in 15 seconds or less.

I am looking for a skilled Python or JS developer with expertise in web scraping, Selenium, and HTML parsing to enhance and complete a job scraping tool for the Adzuna job portal. Project Goals: code must fetch all job listings from Adzuna for a given search query URL (e.g., ). Handle cases where JSON-LD data is missing by falling back to HTML parsing to extract all relevant details. Current Issues: my code scrapes some job data (titles, descriptions, company names, etc.), but many fields remain blank. Not all job listings are fetched; the script currently stops at ~157 jobs out of ~410 listed. Fallback HTML parsing is insufficient, leaving many fields incomplete. Requirements: Comprehensive Data Extraction: Fetch all job listings from

I am seeking a seasoned Selenium and Python professional who can assist me with automating the scraping of data from various e-commerce sites. Ideal Skills and Experience: - Proficient in Python and Selenium - Strong experience in web scraping - Familiarity with e-commerce websites - Understanding of data extraction and processing - Knowledge of legality and ethics in web scraping Please note, while the primary focus is on scraping product information, the scope may extend to other types of data as needed.

I'm in need of a Python expert who can assist me with a web scraping project. The primary focus of this project is to scrape user data from various websites. Skills & Experience Required: - Extensive knowledge and experience with Python, particularly in web scraping libraries such as BeautifulSoup, Scrapy, etc. - Familiarity with handling and parsing user data. - Prior experience with web scraping projects. - Understanding of ethical considerations and legal restrictions related to web scraping. - Ability to deliver clean, well-documented code. Please note that the exact websites from which data needs to be scraped will be determined later, so flexibility and adaptability are key.

I'm looking for someone who can download video tutorials from the Epic Games Developer website: ). The videos are there and the process is straightforward. $10 for this! Ideal skills and experience for the job: - Familiarity with the Epic Games Developer website - Experience with video downloading software - Ability to deliver content in the specified format (MP4) Please note, the video tutorials need to be downloaded and delivered in the MP4 format.

I am looking for a freelance recruiter or marketing professional to maximize the usage of my company-provided referral link for hiring purposes. The goal is to share the link with as many qualified candidates as possible and encourage them to apply for open positions through it. The freelancer will be responsible for: 1. Identifying relevant job seekers based on the company's open roles. 2. Strategically sharing my referral link with potential candidates via job boards, LinkedIn, social media, and professional networks. 3. Reaching out to candidates to explain the application process and ensure they use the referral link. 4. Providing regular updates on outreach efforts and link usage metrics. Success in this project will be measured by the number of valid applications submi...

...the Edumall theme to implement an image upload feature for quiz questions on my e-learning site. Key Responsibilities: - Enable an image upload option for admin during quiz question creation or editing. - Ensure the images display correctly alongside the question text in the quiz interface. - Seamlessly integrate this feature with the existing Edumall theme and Tutor LMS. - Provide clear, comprehensive documentation on how to utilize the new functionality. The image upload should support JPEG/PNG formats and be limited to a single image per question. There are no size restrictions for the uploaded images. Ideal Skills: - Proficient in WordPress, Edumall theme, and Tutor LMS - Strong understanding of e-learning website functionality - Excellent communication skills for d...

I'm seeking a professional to develop an AI bot that will scrutini...issues, product-specific concerns, and potentially other relevant patterns. Ideally, these findings will be presented in a user-friendly dashboard for consumption by stakeholders. Key Features: - The AI should analyze customer support calls. - It should identify key issues and product-related problems. - The insights should be displayed on a dashboard. Ideal Skills: - Proficiency in AI and machine learning. - Experience with customer service analytics. Experience with customer service analytics and AI development is crucial for the success of this project. A keen understanding of how to interpret these calls and the insights they can provide will be critical in setting up a system that is both effect...

...dedicated to producing high-quality work and continuously improving my skills to meet your expectations. Affordable Rates: As I build my portfolio, I’m offering competitive rates without compromising on the quality of the design. Collaborative Mindset: I value your feedback and am committed to working closely with you to ensure the design aligns with your vision. Eager to Learn: Every project is a learning opportunity for me, and I am fully committed to putting in the time and effort to ensure your satisfaction. I would love the chance to work on your project and help bring your ideas to life. Feel free to view my initial portfolio [insert link] to see examples of my work so far. Thank you for considering my application. I’m excited about the possibility of contr...

I am excited to apply for the opportunity to convert your PowerPoint presentation into interactive e-learning modules, membership site content, and text documents. With my extensive experience in content development, curriculum design, and proficiency with tools like GoHighLevel, I am confident in my ability to deliver exceptional results. Why I Am the Right Candidate: 1. E-Learning Expertise: I have successfully converted complex presentations into engaging e-learning modules with clear learning objectives and measurable outcomes. 2. GoHighLevel Experience: I am highly skilled in using GoHighLevel to create membership site content and interactive learning experiences. 3. Educational Curriculum Design: My background includes designing knowledge-base...

I'm looking for a skilled web scraper to help me extract data from HTML tables on a website and input it into a Google Sheet. Key details: - The data is updated every 30 minutes, so I need someone who can set up a server that handles this automated process - The tables contain mixed text and numbers. Attention to detail is crucial as the data will need to be accurately transcribed. Ideal skills for the job include: - Proficiency in web scraping tools and techniques preferably selenium - Experience with Google Sheets API. - Strong attention to detail and ability to handle mixed data types. I look forward to your bids.

...dedicated to producing high-quality work and continuously improving my skills to meet your expectations. Affordable Rates: As I build my portfolio, I’m offering competitive rates without compromising on the quality of the design. Collaborative Mindset: I value your feedback and am committed to working closely with you to ensure the design aligns with your vision. Eager to Learn: Every project is a learning opportunity for me, and I am fully committed to putting in the time and effort to ensure your satisfaction. I would love the chance to work on your project and help bring your ideas to life. Feel free to view my initial portfolio [insert link] to see examples of my work so far. Thank you for considering my application. I’m excited about the possibility of contr...

I'm in need of a Python Selenium expert for a project. While the specific details are still being finalized, the ideal candidate would be someone with: - Proficiency in Python and Selenium - Experience in web scraping, automated testing, and browser automation - Flexibility to adapt to different types of web applications - Capability to support automation across multiple browsers Please reach out if you have the necessary skills and experience.

Hello, I am looking for an experienced freelance developer to transform an existing React template into a complete mobile application in React Native for iOS and Android, while ensuring connection to the existing backend developed in Laravel. Here are the project details: ?️ Context: 1. I have a fully functional e-commerce website developed with a Laravel backend. 2. The Laravel backend is already configured with a database and exposes several RESTful API endpoints. 3. I also have a React template currently used as the website frontend. I now want to: • Create a mobile application (Android & iOS) using React Native. • Connect this application to the existing Laravel backend. ? Mission Objectives: 1. Adapt the existing React template to React Native. 2. Connect the ...

I need a system that uses a Large Language Model to summarize and condense lengthy educational materials, such as full-length lectures and PDFs, into concise and easily digestible formats like video snippets, infographics, and text summaries. The goal is to enhance learning efficiency by transforming complex information into byte-sized content. Key requirements: - The system should be able to process a variety of sources for content generation, including full-length lectures, PDFs, and web articles. - It should also be capable of incorporating interactive elements into the summarized content, such as quizzes, clickable links, and interactive diagrams. Ideal skills and experience for the job: - Proficiency in developing systems powered by Large Language Models. - Experience ...

...DevOps solutions.” Call-to-Action (CTA): "Get Started Today" or "Schedule a Free Consultation." Visuals: A dynamic banner with DevOps tools (like Jenkins, Kubernetes, Docker) and animations showing smooth collaboration. 2. Why DevOps? (Educational Section) Simplify DevOps benefits: faster delivery, improved collaboration, reduced downtime, and cost savings. Use analogies like a well-oiled machine or teamwork in a relay race to explain. Include case studies or statistics: “Companies using DevOps saw 50% faster delivery cycles.” 3. Services Offered Break services into clear categories: Consulting & Strategy: Assess current systems and suggest DevOps best practices. Implementation: Setup CI/CD pipelines, automation, cloud integra...

I have an existing working TensorFlow code that requires modifications to enhance training performance and improve model test metric. I ...parameters and any changes to Network architecture must ensure the parameter count stays within one million. My test metric is miou and I want to achieve 80% while my current model gives me roughly 40%. Besides that, the final model should run on a CPU. Gpu is only required to make training faster. Key Requirements: - Access to a GPU and expertise in utilizing it for deep learning tasks - Proven experience with training deep learning networks - Proficient in TensorFlow Please read full project description and only bid if you have experience with such tasks. Also, low bidders will be preferred as it is a relatively simple task for someone...

I need an information-based website dedicated to sharing educational content. This site will primarily feature downloadable resources, so a user-friendly interface is essential for easy access and navigation. Key Requirements: - Experience in creating information-based websites, preferably focused on educational ...content. This site will primarily feature downloadable resources, so a user-friendly interface is essential for easy access and navigation. Key Requirements: - Experience in creating information-based websites, preferably focused on educational content. - Proficiency in developing features for downloadable resources. - Ability to design a user-friendly interface. Ideal Skills: - Web Development - UI/UX Design - E-Learning Development - Content Management System ...

Before submitting a proposal please read the project description Project Title: Marketplace Platform for Scientific Services Budget: $500 - $750 USD Project Description: We are seeking a skilled freelance developer to build a comprehensive online marketplace platform tailored for the scientific research sectors, similar to and Science Exchange. The platform will connect vendors offering scientific services/products with buyers from academic institutions, biotech companies, and pharmaceutical firms. Project Requirements The project will include the development of the following core components: 1. Admin Panel Comprehensive dashboard to manage users, transactions, approvals, and overall platform settings. 2. Vendor Panel A dedicated space for service providers to list their offerin...

Hi I have an instance running on AWS. it is a clean installation of windows server 2012. It needs to be configured so I can access it from my local machine through RDP connection. deliverables: 1. configure the instance of windows server 2012 so remote desktop connection is possible. 2. explain what you did in a short document.

Nuance has played a foundational role in the evolution of speech recognition. Our ASR research team uses deep learning to map audio to text with high fidelity, even in challenging acoustic environments and tight resource constraints, leveraging application knowledge to ensure optimal performance. I'm seeking a skilled engineer with experience in deploying Nuance applications. Your primary responsibility will be to assist in the setup and deployment of the Nuance Application. Ideal Skills and Experience: - Extensive experience and understanding of Nuance applications Doing system integration with MicroSoft SQL and AVAYA. - Proficient in technical troubleshooting and system integration Your role will encompass: - Aiding in the deployment of the Nuance application - Providing ...

I am looking for an experienced Huawei app developer to help create a Learning and Development app. The primary audience for this app will be students. The app should be able to deliver various educational content and track the progress of its users. Key Features: - Quizzes and Assessments: The app should be able to generate quizzes and assessments to test the knowledge of the users. - Video Lessons: Integrating video lessons into the app is crucial. The developer will need to work on a seamless interface for viewing educational videos - Progress Tracking: A system that tracks and displays the progress of each user is essential. This feature should be user-friendly and intuitive. Ideal Skills: - Proven experience in Huawei app development - Strong understanding of creating educati...

...a compelling 5-minute YouTube video focused on AI and Machine Learning. The primary aim of the video is to entertain and engage industry professionals and experts, all while using a humorous and light-hearted tone. Key Requirements: - The video content needs to have a clear structure with simple explanations and engaging visuals. - You should be capable of breaking down complex AI and Machine Learning concepts in a way that can be appreciated by experts but still maintains an element of surprise and delight. - Experience in creating educational content with a humorous twist would be a significant advantage. Skills and Experience Required: - Proficiency in video editing and production. - Strong understanding of AI and Machine Learning concepts...

...a compelling 5-minute YouTube video focused on AI and Machine Learning. The primary aim of the video is to entertain and engage industry professionals and experts, all while using a humorous and light-hearted tone. Key Requirements: - The video content needs to have a clear structure with simple explanations and engaging visuals. - You should be capable of breaking down complex AI and Machine Learning concepts in a way that can be appreciated by experts but still maintains an element of surprise and delight. - Experience in creating educational content with a humorous twist would be a significant advantage. Skills and Experience Required: - Proficiency in video editing and production. - Strong understanding of AI and Machine Learning concepts...

...Recognition (NER) to identify key individuals, implementing scalable web scraping pipelines, and integrating APIs for enhanced data accuracy. A notable functionality with the use of a custom machine learning algorithm to filter and rank decision-makers based on their roles, improving the my outreach efficiency by over 70%. Excel results would be in this format- Provided Email: CEO’s Name: Company’s Name Key Requirements: - The AI should primarily source information from company websites, google and other free data websites - The tool must be capable of accurately identifying and extracting the names of companies and their decision-makers. Ideal Skills: - Proficiency in AI and machine learning. - Experience in web scrap...

Instructions for Data Scraping Task Your task is to extract specific information from job posting links. Below are the detailed requirements: Data Points to Scrape: 1. Company Information: - Company Name - Company Details: Brief about the industry or type of work they do. - Company Website - LinkedIn Page: URL to the company’s official LinkedIn page. 2. Email IDs (3 Required): - Find 3 individuals' email IDs from the following departments: - Admin - Human Resources - Head of Sales/Top Leadership (CXO level in Sales) - Marketing Head/Top Leadership (CXO level in Marketing) - Founders/CEOs/Co-founders/Owners 3. Email Requirement: - The email IDs must be professional (e.g., `name at `). - Avoid generic emails like `info@`,...

Part Time Freelance Developer Needed for MVP Development of a Marketplace Platform Location Preference: Jaipur (Remote candidates with strong portfolios will also be considered). About the Project: We are building an MVP for a marketplace platform designed to connect service providers and users. The platform will feature user-friendly booking functionality, provider management tools, and integrated payment systems. The goal is to create a seamless and scalable web application with a clean interface and efficient backend. We are looking for a skilled freelance developer to develop this MVP from the ground up. You will be collaborating with our team to create a polished, functional product within a specified timeframe. Scope of Work Core Features: 1. U...

I'm seeking an expert in Python and Machine Learning to develop a clustering model using my provided CSV/Excel files and complete a python scripts and create power point presentation from the template. Key Tasks: - Develop a clustering model using Python - Analyze the data and implement the model - Present the findings in a PowerPoint presentation geared towards business solutions Ideal Skills: - Proficiency in Python and machine learning - Experience with clustering algorithms - Strong data analysis skills - Excellent PowerPoint presentation skills Please note, the primary goal of this project is the development of a machine learning model, specifically a clustering model. All data will be sourced from CSV/Excel files.

I'm seeking an expert to create technical drawings for social media (instagram, facebook) as well as a comprehensive product roadmap that incorporates machine learning and AI elements. Key Requirements: - Creation of detailed technical drawings. - Development of a product roadmap leveraging machine learning, AI, and python. - Producing quality output is must Your bid should demonstrate your skills and experience in these areas.

I'm looking for a professional web developer to create an engaging Indian IPO website. This platform will primarily serve as an educational hub about IPOs, featuring daily updates in the form of articles and blogs. Key Features: - Live IPO Data: The site should incorporate real-time IPO information. - Educational Content: The primary aim of the website is to provide insightful and comprehensive content about IPOs, specifically through articles and blogs. - Frequent Updates: New content will be published daily, so a robust CMS is essential for ease of updates. Ideal Skills and Experience: - Proven track record in web development, particularly with creating interactive, data-driven sites. - Strong understanding of IPOs and stock market trends is a plus. - Experience wi...

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I'm in need of an IT professional services sales consultant with a strong focus on lead generation, social media marketing, and sales strategy to target North America. My business specializes in Cloud consulting, implementation, and support services encompassing infrastructure, data, Artificial Intelligence, and Machine Learning across all major public cloud providers. Key Responsibilities: - Lead Generation: Identify and reach out to potential clients within the North American market. - Social Media Marketing: Enhance our brand visibility and service awareness through strategic social media initiatives. - Sales Strategy: Devise and implement effective sales strategies tailored for Cloud Services. Ideal Candidate: - Extensive experience in the Cloud Services industry. ...

I'm seeking an expert in Power Automate for one-on-one online training sessions focused on advanced connectors , expressions and integration with other services. These sessions will be conducted via video calls. Key Requiremen...integration with other services. These sessions will be conducted via video calls. Key Requirements: - Deep knowledge of Power Automate, particularly advanced expressions and service integration - Excellent online teaching skills, capable of conducting engaging one-on-one sessions - Strong communication skills to explain complex concepts clearly - Patience and adaptability to cater to individual learning pace and style The ideal trainer will help me gain mastery over these advanced Power Automate topics, enabling me to apply this knowledge in pract...

I have a list of 300 profiles each on Twitter, Instagram, TikTok, and YouTube. I need a freelancer who can provide a script or software s...can provide a script or software setup that can collect followers and subscriber counts for each profile daily within a 3-hour time window. Requirements: - Collect data for 300 profiles on each platform - Collect data within a 3-hour window - Deliver data in CSV format - Provide software or script to run on Windows/Mac - Suggest suitable proxies if needed Ideal Skills: - Proficient in data scraping and software development - Familiar with social media platforms - Experience with proxy usage for data collection Please quote your price and approach for this project. Include how you plan to handle proxies. I expect this to be completed within t...

...percentage, State where the data came from Your code, working and well documented Your learning process using that code You can obtain your data from SIPRI and the World Bank and other places. Pick a range of 5 years such as 2017-2022. Rubric: Note that the program must work and work correctly; if it does not, you will receive a 0 All work must be done using Python and Python libraries All data must be read in by Python code and cleaned and organized by Python code Excel, R, or anything else are not permitted to be used for graphing/plotting Graphing in Excel and posting the graph in Python is considered cheating Data cannot be hard coded into the code and must be read in from outside sources (CSV, XLS, XLSX, Web, etc.) If the above requirements are violated or not met, ...

I'm looking for a modern and sleek logo for my vending machine company, BJN Vending, which dispenses Hot Wheels toys. The logo should incorporate the company name and can include playful interpretations of cars, vending machines, or abstract symbols. Key Requirements: - A design that uses bold and vibrant colors - A modern and sleek aesthetic - Potential incorporation of playful imagery Ideal Skills: - Strong graphic design capabilities - Experience with logo design - Ability to create vibrant and appealing visuals

I need an AI program designed to help with creating costing's for joinery projects. Specifically, the program should be able to calculate material costs with a detailed breakdown by material type. The materials in question for this project include manufactured board/mdf and hardware. Ideal skills for this job would include: - Proficiency in AI and machine learning - Ability to design user-friendly interfaces

...user inputs (e.g., backend, frontend, databases). Modifying existing systems to adapt them to new requirements. Developing complete applications for web and mobile platforms. Deploying systems automatically to platforms like Heroku, Vercel, or custom servers. The AI assistant must function like a professional employee, capable of handling coding tasks autonomously. The user should only provide high-level instructions, and the assistant should deliver complete, functional systems. Key Requirements: AI Features: Use of OpenAI models (e.g., Codex, GPT) for code generation. Ability to understand user inputs in natural language. Continuous learning to improve over time based on user preferences. Development Scope: Backend: Frameworks like Node.js, PHP (Laravel), or Python. F...

I'm seeking a comprehensive tutorial focused on practical project walkthroughs of Model-Driven Power Apps. This tutorial should be designed for beginners but also cover a variety of advanced features. Key Aspects of the Tutorial: - Practical project walkthroughs that allow for hands-on learning - In-depth exploration of advanced features such as: - Custom entities and relationships - Advanced data integration - Security roles and permissions Ideal Skills and Experience: - Deep understanding of Power Apps and its model-driven capabilities - Experience in creating beginner-friendly tutorials - Ability to explain advanced concepts in an accessible way - Demonstrable experience with custom entities, data integration, and security roles in Power Apps - Strong instructional ...

I'm looking for an expert web scraper who can help me extract a full, publicly accessible, Trading View script. The purpose of this extraction is to allow me to modify indicators. Requirements: - Proficiency with Chrome Debugger. - Advanced skills in Java Script and Pine Script. - Proven experience in web scraping. Please note, I do not require any additional data extraction. I only need the script.

Seeking Freelance Resume and Cover Letter Writer – Finance Management Roles I am looking for a freelance professional with expertise in international resume writing to craft a compelling CV and cover letter tailored for entry-level management roles in the finance industry. Key Requirements: Proven experience in creating resumes and cover letters for management roles. Strong understanding of the finance industry and its expectations. Ability to effectively highlight skills relevant to managerial and finance positions at both entry and mid-levels. Expertise in writing for a range of professionals, from freshers to experienced candidates. Handwritten content only – no AI-generated material. If you have relevant experience, please include samples of your previous w...

Functional Requirements: 1. Main Page: Role Selection: Display sections for users to select their roles: Parent, Student, Head, Accounts, Teacher, and Admissions Office. 2. Login Page: Registration Option: Provide an option for new users to register. Login Functio... Deliverables: A functional and responsive shell template with: Role selection page. Login and registration functionality. Main shell interface with menus and dynamic content space. Source code with proper documentation. Deployment instructions. Timeline: Expected Completion of Phase 1: [Insert timeline based on developer’s estimate] Reference: Template created previously for the e-learning platform (as mentioned). Contact Information: For any queries or updates, please contact [Your Name/Email/...

Junglewood application Job Description: Social Media Manager for Junglewood Inc. Position: Social Media Manager Location: Remote (Flexible) Commitment: Part-time or Freelance About Junglewood Inc.: Junglewood Inc. is a sustainable bamboo products company committed to creating eco-friendly solutions for sports equipment, transportation, and more. Alongside our business, we stand firm in supporting social justice causes, including advocating for Palestinian human rights and freedom of expression. Role Overview: We are seeking a passionate, proactive, and creative Social Media Manager with strong expertise in business growth and social media strategy. The ideal candidate will not only help us overcome platform restrictions but also amplify our brand’s message and products to a...

...visual content that conveys messages effectively. They play a key role in shaping the visual identity of brands, businesses, and organizations by creating designs for: Logos and Branding: Developing unique logos, color schemes, and branding materials that reflect the essence of a business. Marketing Materials: Designing brochures, posters, advertisements, and digital banners to engage audiences. Web and User Interface Design: Creating visually appealing and user-friendly websites, apps, and software interfaces. Product Packaging: Crafting packaging designs that attract consumers and represent the product. Social Media Content: Designing eye-catching graphics for social media platforms to increase engagement. Key Skills of a Graphic Designer: Creativity: Turning ideas into...

...Customization: Develop a system where users can select a client (e.g., Client A, Client B, etc.), and the tool will adjust its writing style, tone, and vocabulary based on client-specific parameters stored in a database. Database for Client Parameters: Create a robust database to store and manage client-specific data, including writing preferences, tone, style, keywords, etc. Machine Learning for Style Adaptation: Implement machine learning techniques that allow the tool to learn and adapt its writing style based on the content submitted by the client. This means the tool should be able to: Analyze past content submitted by the client. Identify patterns in writing style, tone, structure, and vocabulary. Gradually improve its ability to generate content that m...

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...created with the following information: - Product Cost: Supplier's listed price -15%. - Offer Price: Supplier's listed price +23%. - Sale Price: Supplier's listed price +23%. - Description - Images - Product Name - Inventory by Variant - Variants (color, size, etc.) - This update must occur daily at 4 AM GMT-5 - SKU I understand that Mercado Libre and similar platforms sometimes update their anti-scraping security measures. Therefore, I need a long-lasting, robust code that will remain functional over time. In case of failure, I require lifetime support as this functionality is the core of my operation. My website is: Please provide the implementation timeline and cost. I’ve already had a freelancer do it poorly, resulting in wasted time and a refund. I ...