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    I'm looking for a data scraping specialist proficient in leveraging social media platforms, business directories and website scraping. The goal is to create an Excel sheet with approximately 500 entries for market research purposes. Skills & Requirements: - Proficient in data scraping from multiple sources - Capable of filtering and sorting data - Able to extract and compile the following data fields: zip codes, locations, contact information, business name and industry. The successful candidate should demonstrate experience in similar projects, showcasing their ability to find and compile information efficiently and accurately for market research purposes.

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    ...Android. The app will notify users when to fly the flag at full or half-staff based on their state. The information could be obtained from all 50 state and territory governor pages and the White House website or through a manually updated database. Key Features: - Development for both iOS and Android platforms - Implementation of user notification features including push notifications, email alerts, and SMS alerts. Ideal Skills and Experience: - Proven track record in developing and launching user-friendly mobile applications for both iOS and Android - Familiarity with APIs and web scraping to acquire real-time data from government websites or the ability to create a reliable, manually updated database - Experience in integrating push notifications, email alerts, and SMS...

    $2264 (Avg Bid)
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    I need a comprehensive web scraping task done on Yellowpages for business broker. The goal is to extract the following data about businesses: - Business name - Address - Phone number - Email - Website - Contact Person I'm looking for a professional who is well-versed in web scraping and can deliver accurate and complete data. Skills required: - Proficiency in web scraping techniques - Experience with scraping - Attention to detail to ensure all relevant data is captured - Ability to deliver in a timely manner Please note that the number of pages to be scraped is not defined, meaning the task might involve a large number of results. The scraper should be able to handle this efficiently.

    $67 (Avg Bid)
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    I need an expert to transfer my TeamUp calendar to while maintaining the current color coding and sub-calendar structures. Key Requirements: - Migrate TeamUp Calendar to - Preserve existing color coding - Maintain sub-ca...while maintaining the current color coding and sub-calendar structures. Key Requirements: - Migrate TeamUp Calendar to - Preserve existing color coding - Maintain sub-calendar structure - Ensure event descriptions are carried over accurately Ideal Skills: - Proficiency with TeamUp and - Experience in calendar migration - Understanding of color coding and sub-calendar maintenance - Attention to detail in data transfer Please let me know your experience with similar projects and provide a proposal for the migration process.

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    I've got a list of company names on an Excel sheet that I need you to help me with. Here's how you can assist: - **Scraping from Multiple Platforms**: I need you to scrape email addresses, phone numbers, and any available social media accounts of these companies. You'll need to do this across Yelp, Google Maps, and TripAdvisor. - **Social Media Scraping**: In addition to the primary two platforms (Instagram and Twitter), I'll also need you to scrape Facebook accounts if available. Ideal candidates for this project should have: - **Web Scraping Experience**: A good knowledge of web scraping techniques and tools, which will ensure you can obtain accurate and reliable data. - **Data Mining Knowledge**: The ability to identify and extract the ...

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    ...and track agent productivity. - Ensure the system is scalable to handle varying call volumes. - Provide ongoing technical support and maintenance for the dialer system. **Requirements:** - Proven experience in developing and implementing outgoing predictive dialer systems. - Strong knowledge of telephony systems and VoIP. - Experience with database management and basic CRM integration. - Ability to configure dynamic caller ID and IP whitelisting. - Proficient in managing multiple campaigns and supporting a minimum of 10 representatives. - Excellent problem-solving skills and attention to detail. - Ability to provide ongoing technical support and maintenance. **Preferred Skills:** - Experience with specific CRM platforms (e.g., Salesforce, HubSpot). - Knowledge of cloud-b...

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    ...freelancer to help me extract financial data and regulatory filings from a tax website. This involves scrapping website using the provided credentials by the client, i am looking for getting the python code as i can run the code myself in the future or integrate it to another system. Key Requirements: - I need approximately 300 data points extracted. - The output for these data points should be organized into a PDF or Word. This project is about creating an automated system to generate instant reports about a company. Only difficulty is the website has drops downs to select the period involved and in those 300 data points actually many come from the same source. Ideal Skills and Experience: - Experience in web scraping (Python) - Proficient in creating PD...

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    ...trees Accurate assembly definition and kinematic mobility Definition of stops for μ and λ, and the locking mechanism Verification against specification sheet constraints Clear explanations for complex designs Notes: The fabric and cable do not need to be modeled. The attachment system on part 7 must be defined. Ensure the cable can pass to point E. The cable winding/unwinding system and tension maintenance are not required. The base details around point A need to be defined. Technical Drawing Communication Estimated Time: 1 hour Evaluation Criteria: Selection of main and secondary views Detail readability of linkages View designation and title block placement Qualifications: Proven experience in mechanical design and CAD modeling Proficiency in relevant CAD software ...

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    I need a freelancer with web scraping skills who can extract product prices and models from my 17 competitors. Ideally, the freelancer should be able to: Extract information accurately and comprehensively. Upload all the extracted information into an Excel sheet. Create a simple online website to facilitate this process. I have hosting and a domain. Enable me to update the extracted information with a single click. Complete this task within a maximum of 48 hours. Please include detailed proposals in your application on how you would approach this project.

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    ...Responsibilities: Independent authoring, editing and reviewing of various regulatory/clinical documents (e.g. aggregate reports, risk management plans and other documents needed throughout the product’s life cycle) with the responsibility for the quality and content of the document and compliance with internal and external standards. Active participation in trainings and development, implementation and maintenance of quality system documents for medical writing, including internal templates and formats required for standardized documentation. Support in all pharmacovigilance operations associated with medical writing. Continuous self-education in all aspects associated with medical writing. Managing a team of junior medical writers. Qualifications: Previous experience of ph...

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    ...well-documented, and maintainable code. Provided Resources: All relevant datasheets. Complete circuit diagrams. Direct chat support for questions and clarifications. Deliverables: Complete and tested software code for the power electronics control system. Detailed documentation on system implementation, user interface, and instructions for use. Source code with comments and explanations for maintenance and future development. Well-defined variables and a clear code structure to ensure ease of future modifications....

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    ...informative article focused on conference room chairs. Your work will be directed at a general audience, so it's crucial that the content is engaging and accessible to a wide variety of readers. Key points to consider in this project include: - Covering a broad spectrum of conference room chair topics - from ergonomics and comfort to design and aesthetics - Providing insights on the durability and maintenance of these chairs. - Explain how conference room chairs differ from regular office chairs - Needs to contain 3 to 5 links to references on the subject matter which will be provided upon awarding of the project - Needs to be between 1,200 to 1,500 words Ideal skills and experience: - Prior experience in writing high-quality, engaging content on furniture or interior desi...

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    ... programmer to create a sensor-data generator for the website www.voeazul.com.br. The objective is to send a POST request to the site with valid sensor-data in order to obtain a particular cookie (_abck) for data analysis purposes. The sensor data to be simulated includes mouse movements, keyboard interactions, and browser interactions. Key Requirements: - Create a sensor-data generator in Java or python3 - The generator should simulate mouse movements, keyboard interactions, and browser interactions - The sensor-data should be valid enough to trigger the generation of the _abck cookie upon sending a POST request to Ideal Skills and Experience: - Proficiency in Java/python3 programming - Experience in web scraping and automation - Knowledge of cookies and their generat...

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    As a contracting and maintenance company, we are looking to acquire ISO 9001 certification. Our aim is to enhance the quality of our services and boost our credibility in the industry. Key Requirements: - ISO 9001 Certification: We require a professional who can efficiently guide us through the ISO 9001 certification process.

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    I am seeking a skilled and experienced mobile application developer to integrate and implement the Tap payment gateway into my mobile application. The integration should be smooth a...correctly with the new payment gateway, including thorough testing in both sandbox and production environments. Troubleshoot and resolve any issues that arise during and after the integration. Clear and effective communication throughout the project. Deliverables: Fully integrated Tap payment gateway in the mobile application. Documentation of the integration process and any necessary steps for maintenance or future updates. A tested and functioning app with no errors related to the payment gateway. Additional Information: I will provide the Tap SDK, API keys, and any other necessary documentation. P...

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    Looking for help in modifying an existing python script and related sql database table The current script - (1) scrapes company financial data from website and populates database (2) scrapes news related to keywords from google news (3)sentiment classification of news items (4)pushes data to sql database The company names and keywords are currently hardcoded in the script Requirement- (1) Company names/urls/keywords (will be provided) to be put in master table in the database (2) The script to loop through and scrape the relevant data and put in database

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    I'm looking for a freelancer who's great at web scraping to help with a project involving a specific website initially, with potential for more. I'll give you the specific data fields to extract. It'd be great if you: Are really good at web scraping and or Python. Know your way around MS SQL Server databases, not essential but definately an advantage. Understand how to extract data effectively. Understand the need for security and captcha integration if needed. Can work quickly since this project is a priority and needs to be done ASAP. Ultimately, I want to be able to manage the code with your ongoing help, so this could lead to a long-term partnership. I'll share the full details when needed. You will provide source code, documentation and d...

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    ...latest front-end development trends, techniques, and best practices, and incorporate them into the project when appropriate. - Collaborate with UX/UI designers to create visually appealing and user-friendly interfaces. - Participate in code reviews and provide constructive feedback to maintain high code quality standards. - Document front-end components, libraries, and APIs to facilitate future maintenance and development. Requirements: - Strong proficiency in HTML, CSS, and JavaScript. - Experience with modern front-end frameworks such as React, Angular, or Vue.js. - Familiarity with TypeScript and its benefits in front-end development. - Knowledge of responsive web design principles and cross-browser compatibility. - Understanding of web accessibility standards and best practi...

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    ...video on the installation and service of an in-wall concealed cistern. This video will serve as a guide for professional plumbers. Key Responsibilities: - Create a comprehensive instructional video on the installation process of an in-wall concealed cistern. - Clearly demonstrate the necessary steps, tools, and safety precautions involved. - Provide additional information on the service and maintenance aspects of the cistern. Ideal Skills and Experience: - Prior experience in creating similar instructional videos. - Thorough understanding of in-wall concealed cistern systems. - Strong communication and presentation skills. - Familiarity with the needs and expectations of professional plumbers. The goal of this project is to provide a valuable resource for professional plumber...

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    My company is looking for a versatile and experienced team to handle an array of tasks related to our WordPress website, social media, and lead generation. The ideal team should have at least 5 years of experience and be able to work on the following areas: - **WordPress Website:** - Designing and creating web pages - Adding and managing content - Optimizing website performance - **Social Media and Digital Media:** - Posting videos and content on Instagram, Facebook, LinkedIn, and Ticktok - Engaging with the audience - Implementing effective strategies for lead generation - **CRM Management:** - Proficient in Odoo CRM - Maintenance and regular updates - **IT Matters:** - Handling all IT-related matters for our business The project needs to...

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    I'm in need of a seasoned Laravel Developer with extensive experience in PHP and Laravel. The ideal candidate should have 7-8 years of proven track record in web application development. Our project is an exciting opportunity to work on both frontend and backend development, as well as bug fixes and maintenance. Key Responsibilities: - Collaborate with the IT Manager on assigned tasks - Frontend and Backend Development - Maintain and fix bugs in the application Skills and Experience Required: - Over 7-8 years of experience in web application development - Proficiency in PHP and Laravel - Strong problem-solving skills - Past experience in similar web applications - Ability to work independently and as part of a remote team - Excellent communication and time-management skills ...

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    I need a web-based application to calculate the dues per apartment based on the expenses categorized by type. The main points are: - Expense Categorization: The app should categorize the expenses by type. For instance, maintenance, utilities, repairs, etc. - Dues Calculation: - Square Footage Basis: The apartment dues should be calculated based on the square footage of each apartment. - Platform: The application should be web-based, accessible from any browser. Ideal Freelancer: - Experience with web application development, especially in accounting or financial tracking software. - Understanding of expense categorization and calculation based on different parameters. - Familiarity with building user-friendly interfaces.

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    I'm in need of a concert ticket bot that can operate on several platforms, including Ticketmaster, Live Nation, ThaiTicketMajor, and BookMyShow Malaysia. The ideal bot should be able to perform sev...solving techniques or third-party captcha services if there is any available captcha yet to be solve, ensure scalability to handle high request volumes - Session tracking : the bot should extract and log the link for any session that successfully passes the queue The bot should be smart enough to navigate through the ticketing process of these platforms and complete the purchase. Experience in web scraping, automation, and ticketing bots, as well as knowledge of the mentioned platforms, is a must. If you can build a robust, reliable bot that meets these requirements, I'd lo...

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    My WordPress website, , is currently down and displaying a 'White screen of death'. Although I have not added or updated any themes or plugins recently, I'm unable to access the WordPress admin dashboard. I'm in urgent need of a skilled developer to troubleshoot and restore my site. Key tasks include: - Diagnosing the 'White screen of death' issue and resolving it to bring the website back online. - Investigating the root cause of this error and ensuring it does not reoccur in the future. - Restoring access to the WordPress admin dashboard so that further updates can be made, if necessary. Ideal skills for this job: - Proven experience in troubleshooting WordPress issues, particularly 'White screen of death'. - Strong background in ...

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    ...expert, specializing in web scraping. I require someone who can proficiently extract data from various websites. The specifics of the data may vary from text content, images, links, to contact information. Your key responsibilities will include: - Writing effective and efficient Python scripts to scrape data - Ensuring the data is extracted accurately and in a structured format - Delivering the data in a timely manner The ideal candidate should have: - Proficient experience in Python and web scraping - A strong understanding of data extraction techniques - Proven experience in handling and parsing a variety of data types - Excellent communication skills and the ability to meet deadlines Please be prepared to provide examples of your previous work in web scraping...

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    I'm looking for an experienced hacker who specializes in database scraping to assist with lead generation. My main aim is to get detailed contacts to grow my business. - Specific Tasks: - Database scraping - Extract contact details - Contact Information: - Email addresses - Phone numbers Ideal candidates should have previous experience in the field. Proficiency in data mining and scraping is a must, along with an understanding of lead generation strategies. Strong grips and successful track records on obtaining accurate contact details are key to perform this job efficiently.

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    ...seeking an experienced mobile app developer to create a comprehensive app for property services. To be specific, it's centered on property maintenance. The app needs to include all aspects of property maintenance, including: - Plumbing repairs - Electrical repairs - Painting services Essential features should include: - Service request functionality: This should streamline the process of customers submitting requests for any kind of maintenance service. - Payment system: Users should be able to make payments directly through the app. The ideal bidder should have proven experience in similar app projects and an understanding of the property maintenance industry would be advantageous. Consideration for user-interface and overall customer experience is...

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    I'm looking for an experienced developer to help with real-time text data scraping via API and management using BeautifulSoup. This project is primarily focused on retrieving text data and storing it in a database. Key Responsibilities: - Implement an API scraper to continuously retrieve text data in real-time - Utilize BeautifulSoup for data extraction and management - Develop a robust database to store all the scraped text data The ideal candidate should have: - Proficiency in Python programming language - Strong experience with API scraping and BeautifulSoup - Previous work involving real-time data scraping - A good understanding of database management It is important that the data scraping runs seamlessly and accurately in real-time. Prior experien...

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    I'm in need of a comprehensive, ready-to-deploy online grocery and delivery application, with full support for deployment and maintenance. Key Requirements: - The application should be a complete package, designed to be user-friendly and efficient, streamlining the grocery shopping and delivery process. - Integration with PayPal and a European payment gateway is necessary. - The inventory management system must be integrated with WooCommerce. Support and Deployment: - Your role will extend beyond development; you'll be required to provide detailed support to my in-house tech team for deployment and maintenance. - The final product should be fully functional and ready for use. Skills and Experience: - Proficiency in full-stack development, with experience in creat...

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    I need assistance setting up a WordPress ...Upload images and articles in Arabic. all content is well-organized and properly formatted. SEO and Analytics: up a Google XML sitemap. Google Analytics. the site for SEO. Performance Optimization: caching solutions to improve site performance. other performance optimizations (e.g., image compression, minifying CSS/JS). Security and Maintenance: and configure security plugins to protect the site. up regular backups. the WordPress core, themes, and plugins are updated regularly. Final Review and Testing: a thorough review of the site. all functionalities to ensure everything works correctly. any necessary adjustments based on testing feedback.

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    Introduction We are seeking proposals from experienced web scraping and data analysis firms to conduct a comprehensive data collection and analysis project. The purpose of this project is to gather detailed information on menu items, pricing, customer ratings, promotions, and deals from various food delivery mobile apps operating within our city. The goal is to mine this data for actionable insights to inform our advertising, promotional strategies, and competitive benchmarking. 2. Project Scope The selected vendor will be responsible for developing and implementing a solution to: • Subscribe to and navigate through multiple food delivery mobile apps. • Collect data on menu items including descriptions, pricing, customer ratings, and associated promotions or deals. •...

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    ...up Doctor's Specialization: Use CRM numbers to search on the website: CFM Doctors Search Extract doctor's information including their specialization. Look up Disease Descriptions: Use CID numbers to search on the website: MedicinaNet CID10 Search Extract the disease description. Deliverables: ( ) A script or tool that can take a list of CRM and CID numbers as input. Automate the search process on the specified websites. Extract the required data and compile it into an Excel file with separate sheets for doctors' information and disease descriptions. Requirements: Programming Language: Preferably Python. Libraries: Experience with web scraping libraries like BeautifulSoup, Selenium, and data processing libraries

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    ... person within each company. This could be anywhere between 10 to 30 people per company. - The information should be accurate and up to date. - If you have a strategy for obtaining this data, please share it in your bid. Skills/Experience: - Strong research skills - Data entry and data mining expertise - Proficient in Saudi Arabian business landscape - Attention to detail and accuracy - Web scraping - Web search - Leads Results should be in an excel sheet format, outlining the name, position, email address for each contact. Contacts for each company should be grouped together, end file should be in 1 sheet, not separate sheets. Send me: 1- Your strategy in finding those companies and collecting names and emails of relevant employees, 2- Total number of expected VERIFIED leads...

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    Hello, We are seeking an experienced Python developer to help maintain and enhance our Telegram bot. Your responsibilities will include fixing bugs and adding new services as requested. The bot is already fully developed, so you will be notified of any new features we want to implement or bugs that need fixing. We are looking for someone with extensive experience in hosting environments, including virtual private servers, cPanels, domains, etc. Experience with Telegram bots and the Telegram API key is also required. If you believe you are a good fit for this role, please let us know. Our services are sold via cryptocurrency through the company "Cryptomus," using their API key. Additionally, experience with "SolusVM" is required, as you will need to work with this pla...

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    Phoenix property Investors is looking for a Vice President of U.S. Operations with a str...Management: You will oversee our operations team, providing guidance, leadership, and management. We've set three main objectives for this role: -Increase Property Portfolio: You'll look for opportunities to expand our property portfolio. -Maximize Rental Income: Leveraging strategies to optimize the income generated from our properties will be part of your role. -Oversee Property Maintenance and Repairs: Maintaining the high standards of our properties and overseeing any necessary repairs is crucial. If you have a proven track record in real estate management roles and are up for a new challenge, this could be the perfect fit. Please apply with a detailed overview of ...

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    I'm looking to revamp the current hourly pay system for my maintenance business. I want to create a compensation model that pays my employees a flat fee per job completed, based on the type of job. The more jobs they complete in a day, the more they earn. Key requirements: - Determine the flat fee for each job based on its type - Implement performance incentives for employees who complete more jobs than average - Track employee progress and job completion through a digital time and job tracking system Ideal skills for this project: - Experience in compensation model design - Understanding of the maintenance industry - Proficiency in performance incentive implementation - Ability to set up and manage digital tracking systems -comparison of current comp plan to new comp...

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    I'm currently seeking a skilled 3D designer to create a range of decorative steel designs for residential use. The ideal candidate should be able to produce a range of abstract style sculptures, fences, and decorative wall lights. Key Responsibilities - Design abstract style 3D sculptures - Develop abstract ...material and its properties - Previous experience in designing residential steel art - Ability to balance creativity with functionality - Strong understanding of design principles and aesthetics These designs will be used in a residential setting, so an eye for detail and a creative flair for functional art is essential. The final designs should be visually striking, durable, and ideally low maintenance. Please provide a portfolio of previous work in a similar style for...

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    hello I am currently planning to start a startup. I am currently entering the IT field (fields such as Facebook and Instagram) and need a programmer to join me. The working hours per day will be more than 40 hours...will be more than 40 hours, and a small salary may be paid per month. I have very creative ideas and am ready to grow into a global company. If you join me, I will provide you with an additional salary increase and a higher position as the company grows (e.g. Data Manager/Marketing Manager, etc.) Anyone who can do any of the following is welcome. -programmer -translator -lawyer -Server maintenance -Marketing expert -Anyone else who can contribute to the growth of the company Anyone who has a lot of passion and is starting a journey with me for my company is alway...

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    I'm in need of a skilled developer who can create a comprehensive boat booking software. This solution should be able to handle both online and offline bookings, streamlining our operations and ensuring a seamless booking experience for our customers. Essential Features: - Calendar integration: This is pivotal for tracking bookings, availability, and scheduling maintenance. Previous experience in integrating software with multiple calendar platforms is beneficial. - Payment processing: The software should be able to accept, process, and track payments in a secure manner. Experience in payment gateway integration is a plus. - Customer notification system: It should be capable of updating customers on booking status, payments, and upcoming trips. Experience with automated messa...

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    hello We are currently looking for someone to manage the server that will run our website and app. (Please enter “ITO” to confirm) -Work: Anywhere you want -Job description: Manage everything from server hosting to operation In particular, maintenance/repair to ensure that security is very strong. Video conference once a week Submit work details and inspection results as a report every three days -Salary: $100/month ((Budgets may continue to increase as the company grows in size and sales increase))

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    I need a professional to scrape names and email addresses from specific public websites. I'm looking to populate a database with details from a range of public websites. This data will be used for lead generation and market research purposes. Ideal skills and experience: - Proficient in web scraping - Familiar with public data extraction - Able to structure data effectively

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    I need an expert in Python for maintenance tasks on some existing code. Key Tasks: - **Bug Fixing:** This code has some bugs that need to be identified and fixed to ensure its proper functioning. - **Code Optimization:** Your expertise is crucial to streamline and optimize the performance of the existing code. Ideal Candidate: - Proficient in Python - Experienced in code maintenance - Skilled in bug fixing and code optimization.

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    I need to Extract followers of group members of the link I will provide

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    Website Scraping for Research 5 days left
    VERIFIED

    I am looking for a web-scraping expert to retrieve both images and text from a specific website for research purposes. The text data will need to be structured and saved in a CSV file, including paths to saved images. Key details to consider: - Knowledge of web scraping tools and techniques is essential to accomplish this task. - Quality control to ensure accurate data extraction and image quality is critical. - Structure page information and freeform descriptions should be made available in a CSV file. - The images should be saved in their original resolution and quality settings. Please provide any relevant experience you have in web scraping, including free and paid services you have used before to help with your work. I would like the project to be comp...

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    I need a professional who can help me with scraping data API from a specific website or platform. I'm looking to extract specific data points or information and potentially set up a regular scraping process. Key Requirements: - Proficiency in Web Scraping: I need someone who has experience with web scraping tools and techniques. - Data Mining Skills: The ability to identify and extract the specific data points I require is crucial. - Automation Expertise: If you have experience setting up automated scraping processes, that would be a huge advantage.

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    I have a small wordpress website. No e-commerce, forums etc., no other user-interaction except for an (optional) contact form. The website needs to be migrated to a simple Bootstrap website, maintaining roughly the look and feel of the existing site. Deliverables: - Bootstrap Website running on our hosting provider - Documentation and maintenance instructions Requirements: - The simpler the better - No external (3'rd party) dependencies - May suggest and implement improvements (functional and graphical) Time-Frame: - Completion within 3 months More details and link to website will be shared upon first contact.

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    ...Experience in UI/UX design, with a focus on user engagement - Understanding of designing for people struggling to prepare meals - Strong communication skills for understanding and implementing design requirements. You can use the reference below. I also need to gather information from users, Basic Personal Information: Name Age Gender Weight Height Health and Fitness Goals: Weight loss, gain, or maintenance Specific fitness goals (e.g., muscle gain, endurance) Dietary Preferences and Restrictions: Preferred diet type (e.g., vegetarian, vegan, keto, paleo) Food allergies (e.g., nuts, gluten, dairy) Food intolerances (e.g., lactose intolerance) Favorite foods and foods they dislike Activity Level: Sedentary, lightly active, moderately active, very active, or extremely acti...

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    ...- A fully functional multi-vendor marketplace platform. - Mobile apps for iOS and Android, supporting the specified menu structure.- - Backend web application for management. - Integration with support and ticketing systems and chat. - Full source code. - Installation on the provided domain and app stores (iOS App Store and Google Play Store). - Payment integration. - One year of support and maintenance post-launch and helping in publishing multi Frontend apps. - Contract covering initial setup and ongoing development and support costs yearly. **Ideal Skills & Experience:** - Strong experience in developing e-commerce marketplaces, particularly with multi-vendor support. - Proficiency in API integration and mobile app development. - Prior work with a robust tracking system...

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