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    I'm in need of a professional software engineer who can craft a sophisticated travel organizer for us. The project will consist of both a frontend and backend portion. Key Features: - Trip Planning: It's crucial for the software to include a robust trip planning feature that enables users to schedule and organize their travel plans efficiently. - Expense Management: Implementing a reliable and user-friendly expense management system is an essential aspect of the project. The ideal candidate should have a strong background in software engineering, particularly in Angular for the frontend and .net for the backend. Previous experience in developing similar projects, especially in the travel industry, will be a huge advantage. It's also important for the...

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    Looking for an expert technical writer with extensive knowledge in creating software documentation. The project need at hand involves: - Crafting clear, comprehensive, and accurate software documentation. - Adjusting the complexity of the content based on the expected audience. - Showcasing an in-depth understanding of software development processes. Relevant Skills: - Technical Writing: Prior experience in software documentation is crucial. - Software Understanding: A strong grasp of software development, terminologies, and processes. - Attention to Detail: The ability to create clear and error-free written materials. - Timeliness: Adherence to timelines and delivering according to set schedules. If this sounds like it might be up your all...

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    I have a 11-50 page PDF document that I need converted to a Word file. The primary purpose of this conversion is to enable me to edit the content, while also retaining the existing formatting. Key Points: - The PDF file is relatively straightforward with basic text and minimal formatting, no tables, lists or images. - The ideal candidate should be proficient in typing and familiar with the basics of formatting in Word. - As the document is a bit lengthy, attention to detail and accuracy are crucial. I'm looking for a freelancer who can deliver a clean, editable Word document that mirrors the original PDF. Please include relevant experience in your proposal. Thank you.

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    I am in need of a dedicated, smart, and detail-oriented Virtual Assistant to help me for 10-20 hours per week with specific emphasis o...detail-oriented Virtual Assistant to help me for 10-20 hours per week with specific emphasis on data entry and analysis. Key tasks will include: - Data input - Data categorizing and sorting - Providing analytical summaries of data - Exploring trends and patterns - Collaborative problem-solving based on findings The ideal candidate should have strong experience with data entry, analysis, and Microsoft Excel, along with solid administrative skills. Attention to detail, strong organizational skills, and the ability to work independently are crucial for this role. If you're versatile, motivated, and have an analytical mind, I would love to have ...

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    I need a skilled freelancer to convert several Excel spreadsheets into interactive PDF files, preserving the original Excel formatting. The converted PDF files should retain all functionality, including interactive components such as forms or clickable links. Ideal Skills: - Proficiency in Excel - Expertise in PDF conversion with interactive elements - Exceptional attention to detail to ensure formatting preservation Experience Required: - Extensive experience in converting Excel to interactive PDFs - Proven track record of working with similar projects from the past - Familiarity with handling complex Excel formatting.

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    I am seeking an individual proficient in converting primarily text-based PDF files to editable Word documents, while maintaining the original formatting. I intend to edit the content once the files have been converted. Expected competencies include: - Strong expertise in handling PDF and Word conversions - High attention to detail to retain original formatting - A proven track record of working with predominantly textual material. A successful project will result in Word documents that closely resembles the initial PDF in format and allows for seamless editing.

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    I'm on the lookout for proficient freelancers who excel in web development, app creation, and video editing. This is a great opportunity for those who are able to deliver top-notch results efficiently and at a reasonable cost. What I'm Looking For: - Web Development: The primary focus is on creating an e-commerce website. Ideal candidates should possess a strong foundation in e-commerce website development and a keen eye for design. - App Creation: I'm seeking app developers with a proven track record. Your ability to develop seamless, user-friendly apps that deliver a great user experience is essential. - Video Editing: Skilled video editors with experience in producing high-quality, professional results. In Your Application: I'm most interested in your exper...

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    I am looking for a data scraper to extract information from the JazzCash agent locator list available on their website (). Key Requirements: - I need the data to be delivered in an Excel spreadsheet format. - The specific details that I require for each Jazz locator are the Name and Address, along with the Services offered. - The scraping needs to be done only once; it will not be recurring. Ideal Skills and Experience: - Proficiency in web scraping, particularly using tools like Python's Beautiful Soup or Scrapy. - Experience in extracting data from websites with dynamic content. - Strong attention to detail to ensure accurate data extraction. - Previous experience with similar data scraping projects will be an advantage. I am particularly interested

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    ...document into Microsoft Word 2010 format. The task will be straightforward, although the freelancer should have a good understanding and working experience of both Google Docs and Microsoft Word. The following specifications apply: 1. Conversion Standards: - The Microsoft Word version should be 2010. 2. Formatting and Styles: - Since the question on maintaining specific formatting or styles was skipped, it is assumed that a basic conversion is required with no special emphasis on preserving formatting from the Google document. 3. Hyperlinks: - Unclear whether hyperlinks present in the Google document need to be included in the Word document or not, thus clarification is needed. Skills needed: Fast and efficient in using Google Docs and Mi...

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    ...this in a web-based software, with the following specifications: - **Custom Images**: The organigram should include custom images of our team members. These images will be provided in advance. - **Software Selection**: I'm open to recommendations on which web-based software to use. Preferably, the software should have a free basic version that allows for easy modification later on. - **Design Customization**: While some basic templates can be utilized, I'm also interested in some level of design customization. This organigram should reflect our Foundation's branding. Your experience in designing organizational charts, especially in a web-based platform, will be highly appreciated. Please share similar projects you've worked on, alon...

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    I am in search of a proficient developer to create a comprehensive digital signage software solution, compatible with Windows, Linux, and Android Operating Systems. This software should support the following functionalities: - Content scheduling and management - Remote content deployment - Customise/Drag and Drop or Canva-like functions - Easy setup and management of software - A streamlined process The ideal software should support various media types including images and videos. I prefer a candidate with an extensive background in software development, particularly with similar digital signage solutions. An exceptional understanding of user interface design and ability to provide an intuitive, user-friendly system is crucial. Efficiency, accur...

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    I am seeking a skilled freelancer to guide me in creating Power Automate flows that efficiently import data from a single worksheet Excel document into Dataverse. Key Tasks: - Develop a couple of Power Automate flows to import Excel data into Dataverse. - I have had many difficulties with date and lookup/choice columns not correctly importing. Ideal Candidate: - Expert knowledge and experience in Power Automate. - Proficient in Data Integration between applications. - Knowledgeable in creating approval workflows and automated notifications. - Previous experience with Excel-data integration into Dataverse. - Excellent communication skills.

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    I'm in need of a macro for MS Word that can automate repetitive tasks. - The ideal trigger for this macro would be a custom button integrated into the ribbon. - The macro should be designed to work solely within Word - The key goal is to automating tasks that I frequently perform. I'm looking for a professional who's experienced in creating MS Word macros. The ability to understand the nuances of my workflow and translate that into an efficient and reliable macro is crucial.

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    I have a software conflict issue in my OS (Windows 10 x64). More precisely, an old version of Microsoft Visual C++ (x64) cannot be uninstalled properly, and so the new version (download-able from ) cannot be installed. And because of this Visual Studio doesn't install properly either- I get a warning at the end, and then it can't open some SLN projects. I tried everything, I uninstalled every instance of Visual C++ / CPP, inluding by using the MS uninstaller tool and deleting instances of VIsual C++ in the registry (particularly in the key: HKEY_LOCAL_MACHINESOFTWAREClassesInstallerProducts

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    ...require accurate data entry services for typing PDF documents into Word format. Ensuring all final outputs have 100% fidelity to the original document is crucial. Strictly no spelling errors or deviations. - **Purpose:** This project is primarily for data entry. We will be transferring information from PDF files into Word documents. - **Format:** The final format for the data should be a Word document. All the data from the PDF files must be transferred accurately. - **Accuracy:** Attention to detail is key. All data must be 100% accurate to the original PDF, including spelling, grammar, formatting, and any graphical elements. Ideal candidates should have: - Proven experience in data entry. - Advanced skills in Microsoft Word and PDF handling. - High a...

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    I need a proficient freelancer to convert a PDF file to Word format. This document contains images and graphics that I would like to have included in the conversion process. Key Requirements: - Experience with Word formatting - Ability to include and convert images / graphics from PDF to Word - Skills in graphic design to ensure editable images and graphics - Attention to detail to guarantee an accurate replication of the original PDF The finished product should be an editable Word document that includes all original images and graphics. This project is ideal for someone experienced in both document conversion and graphic design.

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    I'm in need of a software dedicated to enhancing the operations of my dental clinic. The key functionalities required for this project include: - Appointment Scheduling: This should allow me to efficiently manage appointments, reducing patient wait times and enhancing service delivery. - Patient Record Management: The software should be capable of maintaining a comprehensive database of patient records, providing easy access whenever needed. - Billing and Invoicing: We'd like to automate our billing process, ensuring prompt and accurate invoicing to avoid any disputes. Moreover, the software should feature instant backup to Google Drive to ensure our data remains safe. It should also be capable of sending notifications to patients via email, SMS, and even...

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    I am looking to create an Excel tool that will streamline our disbursement process. The tool needs to handle data entry automation, calculation of disbursement amounts, and generation of disbursement reports. Key Features: - Data Entry Automation: This will help us input information quickly and without errors. The tool should automate data entry to reduce human error and increase efficiency. - Calculation of Disbursement Amounts: Once the data is entered, the tool should automatically calculate the disbursement amounts based on predefined criteria. This will help us ensure that the amounts are accurate and consistent. - Generation of Disbursement Reports: After the calculations are done, the tool should be able to generate reports in a clear and user-friendly format. This will h...

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    ...full-stack JavaScript developer to help construct a remarkable web application. While I don't necessarily have a preference for the specific platform, I'd appreciate it if the developer can provide recommendations and explain their platform choice, whether it's React.js and Node.js, or Angular.js and , or Vue.js and Django. Your role will encompass both front-end and back-end development. To excel in this job, you need to have: • A strong grasp of full-stack JavaScript development • A robust knowledge of various frameworks • Experience in building web applications • Excellent problem-solving abilities and detail-orientated approach • Strong communication skills to ensure clear discussion of the project details and progress This project...

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    I'm currently in need of a competent individual proficient in data entry tasks. The ideal candidate must have strong experience and skills in managing and operating data with Excel Spreadsheets. Your task revolves primarily around: - Data entry into an Excel Spreadsheet Experience with Excel Spreadsheets is a must for this project. Perfect attention to detail and accuracy are vital. Applicants should be able to work autonomously and deliver high-quality results. Please note that the type of data to be handled has not been specified; it may include text, numerical, or image data.

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    ...creating software for human resources or related fields. The project at hand involves creating a software solution for a comprehensive pre-employment vetting process, specifically focused on background checks. The developed software should be able to facilitate: • Comprehensive Background Checks: The software should have the capability to conduct general background checks on potential hires. • Criminal Record Check: A specific function should cater to conducting checks on applicants' criminal records. • Employment Verification: The software should possess a feature that verifies previous employment records. • Education Verification: There should be a function verifying the educational qualifications of the prospective em...

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    ...enhance our customer segmentation strategies. As such, the project will require a deep understanding of customer behavior and sales patterns. - **Data Type**: The data provided for this project is structured, primarily in Excel and CSV files. Your ability to effectively manipulate and analyze this data will be crucial. Ideal Skills and Experience: - Proficiency in Azure and strong experience in running ML models on the platform - Proven track record in customer segmentation and sales data analysis - Ability to work with and manipulate structured data effectively, particularly in Excel and CSV formats I'm looking for someone with a solid understanding of sales data and a keen eye for customer segmentation. If you're confident in your ML skills and Azure proficie...

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    I have a small project that requires the entry of structured text data. The project will involve: Ideal candidate would have a strong attention to detail, excellent organizational skills, and a background in data entry. Experience with structured data formats is a plus. This should be a fairly quick task, but accuracy is key. I will share you more details in via chat box. Thanks

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    I have a 11-50 page PDF document that I need converted to a Word file. The primary purpose of this conversion is to enable me to edit the content, while also retaining the existing formatting. Key Points: - The PDF file is relatively straightforward with basic text and minimal formatting, no tables, lists or images. - The ideal candidate should be proficient in typing and familiar with the basics of formatting in Word. - As the document is a bit lengthy, attention to detail and accuracy are crucial. I'm looking for a freelancer who can deliver a clean, editable Word document that mirrors the original PDF. Please include relevant experience in your proposal. Thank you.

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    This project requires a freelancer with advanced skills in Excel. I am outsourcing tasks revolving data management. Key Aspects include: - Advanced manipulation of Excel functions - Complex calculations - Refined data analysis When applying, please focus on: - Your practical experience with similar tasks Having realized the depth of this project, it's pivotal that you have an advanced understanding of Excel. Ideally, your background should perfectly align with data management, advanced calculations, and analytical tasks. Demonstrating this through past projects and describing your specific insights gained from those experiences will be a big plus.

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    I'm in need of a C# program that can hash files as quickly as PowerShell does. The program should be able to hash image files and all other types of files at the same speed, while utilizing the SHA-256 hashing algorithm. Additionally, it would need to read and write data efficiently. Key requirements: - Develop a C# program to hash files. - Implement the SHA-256 hashing algorithm. - Ensure the program reads and writes data smoothly.

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    I need a programmer to develop an AdSense loading CPM software that primarily features real-time statistics. Specific capabilities required include: - Enables me to view real-time data; - Supports customizable ad formats; - Features ad optimization. The level of user interaction hasn't been specified, so developers have the discretion to design a system that's highly interactive or virtually automated. That said, I do expect this system to be user-friendly and efficient. Although I didn't state a preference for the programming language, I'm expecting a robust, secure, and efficient system that could stand the test of time. Overall, I'm looking for experienced developers who prefer using innovative techniques to coding solutions. Budget Is fixed $50

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    ...completion and enhancement of a CSV file for upload to Square. This extensive project requires three core competencies: meticulous data extraction from our website, proficient data entry into an Excel form, and the creation of engaging service descriptions using AI tools. The ultimate goal is to craft a CSV file that not only meets but exceeds the requirements for Square's platform, ensuring a seamless upload process. Key Responsibilities: Data Extraction and Accuracy: Initiate the project by extracting data from specific sections of our website. This data must be accurately transcribed into an Excel form, adhering closely to the required fields. Attention to detail is paramount to ensure that the information captured is both precise and aligned with our needs. Cont...

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    I have a PNG file that I need the text extracted from and accurately transferred into a Word document. This is to preserve the text and make it editable for future use. The key requirements for this job include: - The extracted text must be precise, with no paraphrasing. - The text should be structured into two continuous columns, which are to be part of a table. The ideal freelancer for this project should: - Have experience in text extraction and document formatting. - Be proficient in Microsoft Word and capable of using its advanced features to meet the specified formatting requirements. - Have an eye for detail and a commitment to delivering work accurately and efficiently. By providing this service, you are helping me to efficiently and effectively convert a non-e...

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    ...Wix to develop a high-performing website for my software technology development and services company. Key Features: Homepage: Use technology-themed visuals, such as code snippets, or futuristic designs, as part of your website's background or banners. Include a section titled "Join Our Team" or "Careers" prominently on the homepage to indicate that you're actively seeking tech-savvy individuals. About Us: Emphasize your company's commitment to innovation and technology in the "About Us" section. Highlight key technological achievements, projects, or patents to showcase your company's expertise and contributions to the tech industry. Careers: Create a dedicated careers page that outlines available job positions, including roles ...

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    As a project manager requiring embedded software engineering, I need qualified candidates to handle firmware development, device driver programming, as well as embedded systems testing and debugging. The target platform is a microcontroller and the primarily language utilized will be C. Ideal Skills and Experience: - Proficient with C programming language - Extensive experience and understanding of firmware development - Competence in device driver programming - Proven background in embedded systems troubleshooting and debugging - Familiar with microcontroller platform

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    I need a professional proficient in Word and English writing language to edit and format a contract in Word. Key Tasks: - Edit and reformat the following sections: - Introduction and scope - Payment terms and conditions - Rights and obligations - Add simple numeric numbering (1, 2, 3) to over 20 sections Experience and Skills Required: - Advanced proficiency in Word - Strong understanding of English language - Previous experience in contract editing - Attention to detail - Ability to follow specific formatting instructions.

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    ...am looking for a skilled Maya software designer to help me create a tool that is tailored for my needs. The primary features that I'm looking to incorporate into the software are 3D modeling, animation tools, and rendering capabilities. The main purpose of this software will be to streamline and enhance my work in film and animation production. The complexity level I'm seeking for the animation tools is basic - I need these animations to facilitate simple movements and actions rather than more intricate, detailed projects. Your role would be to design and develop the software based on these requirements, ensuring a user-friendly interface and seamless integration of the desired features. Please let me know if you have a proven track record in Ma...

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    I require an Excel specialist proficient in creating dynamic and functional spreadsheets. This project involves designing a new Excel sheet that handles both numerical and text data. You would need to: - Set up the sheet, capable of performing multiple features such as automated calculations and conditional formatting rules. - Configure simple calculations for GP indicators basing on specific cost prices. - Ensure the spreadsheet can efficiently process a mix of numeric and text data. Strong skills in Excel and data management are essential for this project. Familiarity with advanced Excel functions and an ability to provide quick, efficient solutions to data processing problems would also be very beneficial. A good understanding of GP indicators and cost pri...

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    I'm seeking a professional with a strong background in Excel to develop a keyword search tool for an Excel database. This tool will primarily be used for filtering data and linking to articles hosted on a network. Key Requirements: - Experience creating and managing Excel databases - Proficiency in implementing keyword search tools in Excel I would like the sheet to have a Main/Search Page and another page for the database. I want to be able to add new entries to the database section and have them be searchable on the main page. I want to be able to create new searchable keywords on the database page and have them populate and be searchable on the main page. I would like to be able to enter multiple search terms into the search box to narrow the results....

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    I need this to be done IMMEDIATELY! - Extract data in a specified format. - Transfer data from the price listing PDF to an Excel spreadsheet. - Input details such as SKU, Name, Description, Brand, Cost Price, Length, Width, Height, and Weight, which are highlighted in blue. - If any title or heading is not mentioned in the details provided in item #3, add it to columns U-Z. - Ensure all data is formatted correctly, with names in proper case and prices as numerical values. I'm in need of a proficient data entry freelancer to help convert a scanned image PDF to an Excel spreadsheet. Key Details: - The PDF contains less than 50 pages. - The data in the PDF is in the form of scanned images, making it crucial that the freelancer has experience in handling this ...

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    I am seeking a skilled freelancer to guide me in creating Power Automate flows that efficiently import data from a single worksheet Excel document into Dataverse. Key Tasks: - Develop a couple of Power Automate flows to import Excel data into Dataverse. - I have had many difficulties with date and lookup/choice columns not correctly importing. Ideal Candidate: - Expert knowledge and experience in Power Automate. - Proficient in Data Integration between applications. - Knowledgeable in creating approval workflows and automated notifications. - Previous experience with Excel-data integration into Dataverse. - Excellent communication skills.

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    I'm in need of a freelancer who can automate my Excel spreadsheet to increase efficiency and accuracy in data entry and analysis. Key Duties: - Automate data input, validation, and manipulation - Perform calculations and formulas automatically - Generate reports and summaries for the data Ideal Skills: - Proficiency in Excel - Excel input form design - Previous experience in automating data entry processes - Understanding of data manipulation

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    I'm seeking an experienced Google Script specialist to automate tasks and manage data for my project. Here are the specifics: Automating tasks: Your main responsibility will be to automate data import/export processes using Google Script. I need to take the data attahed to a daily email in excel format, upload this data (and historic) to a data base and then allow to consult that data from different spreadsheet in google with a query. Ideal skills and experience include: - Proficiency in Google Scripts and automation - Experience in data management - Google spreadsheet analisis reports If you have the needed expertise, I'm excited to work with you!

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    I m interesting in a new hotel and Gastronomie management Software for further details pls contact

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    ...with strong skills in data scraping and extraction, particularly with textual content and figures, from a specified public website - Tasks: - Effectively pull relevant textual content and figures - Ensuring the scraped data is comprehensive, accurate, and neatly organized Excel Skills: - The data collected must be meticulously stored in an Excel database - The organization method within the database is by entity An effective freelancer must be detail-oriented, proficient in using Excel and knowledgeable about data scraping techniques from public websites. A background in handling similar tasks would be advantageous. Accuracy and neatness in data organization are also paramount. Please indicate you reviewed the information above and attached and specify the a...

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    I'm in need of an application that prints labels from an Excel spreadsheet. The scope is to print personalized employee labels with names and respective earnings for cash payments. Key project features: • Read an Excel spreadsheet in a consistent format, with different entries for each worker's name and earnings. • Print labels with the worker's name and corresponding earning. Candidates should have: • Extensive experience in programming • Familiarity with reading data from Excel • Expertise in printing functions Just to clarify, the format of the spreadsheet will always be the same, only the contents (worker names and earnings) will differ. Please ensure the program is capable of handling this accurately. Your...

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    I'm in need of a proficient social media manager who can post daily content on Facebook, Instagram, TikTok, and other platforms through Loomly. The job will mostly entail modification of existing content. However, your creative input is most welcome. There is an official step-by-step Process to follow. Minor Excel reporting is required as well. I need somebody who is proficient in English-written and listening/talking. Must be able to work in a New York time zone between the hours of 12 PM and 8 PM. Roughly 2-3 hours a day total Monday-Friday at $30 a week! This role requires: - Excellent understanding of these four platforms - Proven ability to edit and modify existing content in an appealing way - Capacity to deliver consistently on a daily basis - Attention-to-detail...

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    ...Freelancer – I will decide on the project in 3 days. The business evaluator estimates what your business is worth and offers a blueprint for scaling your business to the next level. The blueprint will establish your business baseline, identify your peer group, and advise you on what you need to do (people and budget) to accelerate to the next peer group level. Currently: 1) Written in MS Excel and utilizing Macros for a. Navigation between Sheets b. Set a subscription, 1st time the Worksheet is run, it writes a date in a database worksheet 2) There are 2 worksheets for Input: a. Customer Main Input Screen - worksheet (90% of the application runs off data from this worksheet i. The information from this worksheet is utilized for all 8 other reports (worksheets...

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    I'm seeking a skilled software developer to join our dynamic IT team. The ideal candidate will possess expertise in Perl, Python, and XML/XSLT, and should be familiar with MySQL. Responsibilities: Develop And Maintain Software Applications Using Perl, Python, XML, XSLT, And Database Technologies. Design And Implement Data Transformation Processes Using XML And XSLT. Write Efficient, Clean, And Reusable Code That Complies With Company Standards And Best Practices. Collaborate With Project Managers, Business Analysts, And Other Team Members To Understand The Requirements And Provide Technical Solutions. Perform Database Management Tasks, Including Design, Modifications, And Performance Tuning. Assist In The Integration Of New Software And Systems Into Existing Env...

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    Custom Telegram Bot Design 6 days left
    VERIFIED

    I'm seeking a talented developer to create a custom Telegram bot for my company. The bot will serve as a communication tool and a source of information. Ideal Skills & Experience: - Proficiency in Telegram Bot API - Experience with bot design, including user input and automated messagin...Documents and presentations - Training materials - Policies and procedures Your design should ensure the bot is user-friendly, reliable, and able to handle the company's internal resources efficiently. The Most important thing is the BOT must be PRIVATE and the only method to subscribe to BOT channel is by OTP sent to the registered e-mail in my company domain. The email list will be provided by excel sheet to you. The second MOST important thing is that the bot channel must be un...

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    conduct a Pre-Employment Vetting Software Development at the university of Panama

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    You are asked to create an Excel file (FILE A) that: 1) Automatically extract data from another Excel file (FILE B) which is located in an FTP folder and which is updated every day. 2) The FILE A must extrapolate the data from the FILE B based on some filters that can be set or changed. For example, a filter could be the Brand or the Price. 3) The output (FILE C) of FILE A must be a .CSV file composed of 3 columns: SKU, Quantity and Price. 4) The final part is that this FILE C is saved inside another FTP folder. This entire 1+2+3+4 process must be done automatically every day at a certain time without the intervention of an operator.

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    English & Arabic Language Support. Flexibility of Booking Appointment. Appointment Reminder Through WhatsApp. Billing / Transaction. Packages , Voucher. Pre-Paid, Gift Cards. Products , Services. Email Notifications & Invoice through Email. Staff Account & Profile. Customer Profiles & History Staff Management, Commissions. Salary Settings. Daily Sales Report. Vat module Expense Management. Mobile Application. All Kinds of Reports. If you're ready to show demo with above features please bid

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    I'm looking for a skilled Excel expert to work on my financial data. The task involves clearing the data and conducting a thorough analysis specifically focused on profitability. Key responsibilities: - Clearing the provided financial data - Analyzing the data based on the profitability metrics Ideal skills and qualifications: - Proficiency in MS Excel, especially in data analysis - Strong understanding of financial metrics, particularly profitability - Attention to detail and ability to ensure data accuracy - Ability to present findings in a clear, concise manner - Previous experience working with financial data is a plus Please note that the data requires thorough analysis. Clarity and precision are crucial as the analysis will be used to make important business de...

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