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    I'm currently working on an Excel sheet for performance analysis and I need assistance with writing the SUMIF formula. Key Requirements: - Assist with writing the SUMIF formula for my Excel sheet (vlookup, countif, and other formulas are not needed for this project) - Ensure the formula fits within the context of performance analysis Ideal Freelancer: - Experienced in Excel and in particular, writing SUMIF functions - Knowledge of performance analysis or related fields is a plus

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    I am seeking a freelancer with a strong background in Microsoft Excel's intermediate computations, especially proficient in VLOOKUP and IF statements. My project involves: - Identifying and correcting errors within my existing formulas. - Optimizing the efficiency of VLOOKUP and IF statements. The ideal candidate should have extensive experience dealing with and rectifying Excel formula errors. The ability to optimize efficiency of calculations to streamline our data processing is paramount. Providing examples of similar projects tackled in the past would be beneficial. I am looking forward to working with a precise and detail-oriented professional who can help me resolve these issues promptly.

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    Project Overview: Blockcube Technology is seeking an experienced developer or development team to create a sophisticated web application with integrated advanced machine learning capabilities. This project encompasses several core components essential for a robust, user-centric platform. Project Components: User Registration System: Develop a comprehensive and secure user registration and authentication system. Ensure scalability and seamless user experience. Live Chat Feature: Implement a resilient and real-time live chat system. Ensure high availability and responsiveness. Advanced Machine Learning Integration: Develop and integrate advanced machine learning algorithms to enhance user experience and platform functionality. Key machine learning functionalities should include: a. Re...

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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-manag...

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    I'm seeking an expert in Excel who can help me with a few diverse tasks, such as data entry, creating formulas and functions, and conducting data analysis. The dataset I'll be working with is medium-sized, ranging from 100 to 1000 rows. The primary goal of this project is to organize and structure the data. Ideal skills for this project include: - Proficiency in Excel, including using formulas, functions, and pivot tables. - Excellent attention to detail for accurate data entry. - Experience with data analysis and the ability to draw meaningful insights from the data. - Strong organizational skills to structure the data effectively. Ultimately, I'm looking for someone who can help me streamline my data management processes and turn this data into comprehensib...

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    I'm looking for a skilled Excel professional to help me create a custom inventory dashboard. Key Requirements: - The dashboard should focus on inventory management, specifically, visualizing product stock levels. - The data should be arranged in an intuitive manner that allows for quick and easy inventory tracking. Ideal Skills & Experience: - Strong proficiency in Excel, particularly in creating visually appealing and user-friendly dashboards. - Experience in inventory management, with an understanding of product stock levels and their relevance. - Attention to detail as accuracy in data representation is crucial for this project. - Good communication skills and a proactive attitude to ensure the project's success. Please note that due to the nature of this...

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    I'm looking for a highly skilled QT senior development engineer to help build a desktop application. This project will tap into your expertise in various areas such as C++ programming, the QT framework, and user interface design. Key Skills & Experience: - Strong proficiency in C++ - Extensive experience with the QT framework - Excellent User Interface (UI) design skills - Knowledge in Python and 3D will be a plus The main function: 1: Windows platform, jointly developed by QT+python. 2: Communicate with hardware devices through serial port/Ethernet. 3: Support MODBUS-485, TCP, UDP and other communication protocols, with 1ms cycle response. 4: Support hardware parameter configuration, multi-channel data analysis, storage, data playback, and support real-time data curves...

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    I'm in need of a proficient Excel expert who has a solid understanding of Excel macros and compatibility issues with Excel for Mac 2018 or later. The project involves assessing and modifying an existing Excel macro to ensure that it functions seamlessly on Mac platforms. Key tasks include: - Assessing the existing Excel macro and its functionality - Modifying the macro to be fully compatible with Excel for Mac 2018 or later - Implementing the desired modifications related to data transfer, header and footer creation, as well as digital stamp inclusion The ideal freelancer for this project should have: - Proficiency in Excel macro development and modification - Prior experience with Excel for Mac compatibility issues - Strong un...

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    I'm in need of an Excel expert who is well-versed in Excel and has experience in creating detailed and visually appealing dashboards for project management purposes. The primary goal of this dashboard is to help me track the effort and progress of my project. The information that I'd like to track includes: - Time spent on tasks - Percentage of completion - Deliverable status The excel is small and has only 15 rows its more like visualization task so that all data can be projected in one place as a dashboard.

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    I'm looking for a skilled Excel professional to clean a text-based dataset for me. The dataset is not massive, but it's quite messy. The data cleaning task is relatively straightforward and basic. You'll have to perform operations such as removing duplicates and adjusting formats. Ideal Skills and Experience: - Proficiency in Excel: You should be comfortable working with large datasets in Excel, including applying formulas and functions. - Data Cleaning Expertise: Prior experience in cleaning text data is a major plus. - Attention to Detail: The devil is in the details; I need someone who won't overlook small nuances in the data set. Once the data is cleaned, I'll need you to carry out some basic analysis on it. This will involve running s...

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    I'm seeking a skilled personal assistant to help with my data tasks, focusing on Excel entry and processing. Key Tasks: - Excel Data Entry: You'll be responsible for entering more than 500 data points. - Data Processing: You will also assist in processing these data entries. Your Skills: - Proficient in Excel: You should be able to work with pivot tables and VLOOKUP functions. - Data Entry Expertise: Demonstrable experience in managing large data quantities is a must. - Organized & Detail-Oriented: The ability to maintain accuracy and precision while handling this large volume of data is crucial. This is a great opportunity for someone who's eager to showcase their Excel skills in a practical, real-world setting.

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    ...Web3 and DeFi sectors. This role requires a proactive individual to enhance our accelerator’s offerings and ensure they are perfectly aligned with the needs of startups in this rapidly evolving industry. Key Responsibilities Design, implement, and refine accelerator program structures specifically tailored for Web3 and DeFi startups. Facilitate seamless coordination across internal teams and external partners, ensuring alignment with the DAO’s token economy and governance structures. Develop and maintain strategic partnerships critical to the blockchain ecosystem. Manage the logistical and organizational aspects of the program to guarantee efficient operations. Manage our 60+ mentors and onboard new industry leaders to support our startups. Evaluate and optimize prog...

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    Develop macro-enabled Excel file to handle CSV

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    We are seeking an experienced developer to convert the SPM12 GUI interface, currently built on the MATLAB compiler, into a Python application. The source code for SPM12 is available at SPM12 GitHub repository Objectives: • Translate the entire SPM12 codebase from MATLAB to Python while maintaining functionality. • Develop a Python-based GUI that replicates the current MATLAB interface. • Ensure the converted application integrates well with Python scientific computing stacks. Key Deliverables: • A fully functional Python version of SPM12. • Source code with comments and documentation. • A user guide for the Python-based GUI. Skills Required: • Proficiency in MATLAB and Python programming languages. • Experience with GUI...

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    I'm in need of a professional who can convert a PDF document to Excel format. The PDF contains a mix of text, tables, and images, which must be meticulously replicated in the Excel format. Key requirements: - Handle mixed content: The PDF has a mix of text, tables, and images. You should be able to accurately translate this diverse content into Excel. - Replicate PDF layout: The layout of the PDF needs to be maintained in the Excel format. This means tables should look the same, images should be placed correctly, and the text should be in the same positions. Ideal skills and experience: - Proficient in PDF to Excel conversions: You should have experience in converting PDF documents with mixed content to Excel while maintaining layout integr...

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    As an expanding business, we require a proficient Asp.net MVC expert for our new project. The main tasks are: * Developing an e-commerce web application * Integrating a comprehensive product catalog * Implementing a functional shopping cart This project requires someone who has proven their ability to craft user-friendly websites that are not only visually appealing but also functional and secure. It would be beneficial if you have prior experience with developing e-commerce platforms. We look forward to working with a seasoned professional who can deliver robust results. The ideal candidate needs to be savvy in Asp.net, MVC, database integration, and user interface design for a seamless user experience.

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    ...ready for analysis. Please note that no additional data preprocessing is required. (feel free to rewrite code if you have better idea) --- name "iXBRL" , inside folder contain multiple html file(hundreds to thousands), each html file contain multiple tables(vary from 15-35, depend on each html file). Python to extract specific table and vertically stack them together to create an Excel file.(first column add html filename.) inside html file is encoded in chinese, so must use chinese to view it. table name/string partially e.g. "現金流量表" or "被投資公司名稱" or "資金貸與他人"or "轉投資大陸地區" or other name(later can be change). extract table based on table names/string. the table may not be there(depend on the html). If so just skip or single r...

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    ...create a PowerPoint presentation on the topic of business. The main purpose of this presentation is to provide education and training, specifically catered to an audience of external clients. Ideal Specs and Experiences: - Expert in PowerPoint presentations - Understanding of business and training materials - Proven ability in creating engaging content for an external client base - Articulate in explaining complex business concepts in an easy-to-understand manner. Roles and Responsibilities: - Develop a PowerPoint presentation emphasizing business education and training - Ensure it's targeted appropriately for an external client audience. - Content should be engaging, easy to understand, and professionally done. - Aim to astutely educate and keep the audienc...

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    I'm seeking an app developer in the Philippines to collaborate with a skilled web developer on a unique project. The app will have multiple functionalities, including user registration and login. Your role will involve closely working with the web developer to ensure seamless integration between the web and mobile platforms. The ideal candidate would: - Have prior experience in app development - Be based in the Philippines - Be able to work closely with a web developer - Be proficient in integrating a variety of functionalities - Have a creative and collaborative mindset Please note that the target audience for this app has not been specified, so you should be comfortable working on a project with potentially broad appeal.

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    I am in need of a skilled professional who can design a custom Microsoft Word template for my company. This template will play a crucial role in the creation of documents aimed at our external clients. Key Requirements: - Microsoft Word Expertise: You must have a deep understanding of Microsoft Word’s functionalities and be able to create a fully custom template. - Design Skills: The template should not only be functional but also visually appealing and in line with our brand image. - Attention to Detail: It is crucial that the template is designed specifically for external client communications. - Communication: I require clear communication on the progress and any potential questions or issues that may arise. Please note that I will provide you with the specificati...

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    I have a project that requires purely text data entry. I have a set of handwritten notes which need to be entered into a spreadsheet. Key Requirements: - The data is text-based, and it's crucial that the freelancer can transcribe this accurately and efficiently. - Proficiency in using spreadsheet software like Excel or Google Sheets is a must. Ideal Skills: - Fast and accurate typing skills - Proficient in using spreadsheet software - Experience with data entry, especially from handwritten sources

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    We're seeking a detail-...across France. • Utilize various online resources, including: o Search engines (Google, Bing, etc.) o Social media platforms (Facebook, Instagram, LinkedIn) o Industry directories and publications (list specific resources if known) o Business databases (mention specific databases if known) • Gather and verify contact information (name, email, phone number) for each lead. • Compile lead data into a Excel format . Qualifications: • French reading and understanding - ONLY • Excellent research and data collection skills. • Proficiency in using online search tools and social media platforms. • Strong attention to detail and accuracy. • Ability to work independently and manage time effectively. • Familiarity with...

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    I need an Excel tool that can sort data by category and provide users with an interactive experience. I'm looking for an experienced Excel developer who can create a user-friendly, yet advanced, Excel tool. The tool should have the following features: - **Filtering**: The tool should allow users to filter data by category. This is a crucial aspect of the tool's functionality, as the data will be organized by this field. - **Interactive Buttons**: I would like the tool to have buttons that allow users to sort data. When a button is clicked, the data should rearrange itself based on the selected category. For example, when a user clicks on the button related to 'Category A', all data entries related to 'Category A' should be displayed. -...

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    I'm looking for an experienced Salesforce expert who can help me with resolving Salesforce tickets (cases) invol...- In-Depth Understanding: I need assistance with Apex, admin topics, Einstein Analytics, LWC, and Aura – so a comprehensive understanding of these areas is crucial. - Specific Features: The ideal applicant should be adept at Apex development, Salesforce administration, Einstein Analytics, LWC, and the Aura framework. Specifically, I want to implement custom report generation, integration with external systems, data visualization, user interface customization, and workflow automation. If you're well-versed in Salesforce, have a proven track record of resolving Salesforce cases, and are adept at developing solutions in Apex, Salesforce admin, and more, I&...

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    From 2.5 lakh records, need to find the duplicate data and make different sheets with unique data. Example: In a sheet of alphabets, that have multiple A’s, B’s, C’s. Now I need separate them and make a sheet with all A’s, separate sheet with all B’s, another sheet with all C’s.

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    We are looking for someone to create a USPTO Trademark Application OBJ for the application files below. Candidates should confirm that they have experience with USPTO trademark applications. If you have already completed USPTO identity verification, let us know as well. Thank you

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    I'm looking for a professional who can help with Excel work, primarily focusing on formula creation and formatting tables. Key Requirements: - I need assistance in creating formulas that can automate calculations and processes in Excel. - I'm looking for a clean and simple format for my tables, in line with a minimalist style. Ideal Freelancer: - Proficient in Excel, with a deep understanding of formula creation. - Experienced in table formatting and design, with a flair for minimalism. - Able to deliver high-quality, error-free work in a timely manner.

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    I am looking for a person who can build my USDT/BTC flash application

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    I'm looking for a skilled Power BI developer who can create detailed financial reports and dashboards, primarily based on data from Excel spreadsheets. Key Responsibilities: - Develop compelling, visually appealing reports and dashboards that are easy to interpret and navigate. - Tailor the reports and dashboards specifically to financial analysis, ensuring they provide the insights necessary for informed decision-making. Ideal Candidate: - Proven experience creating financial analysis reports and dashboards in Power BI. - Proficiency in integrating data from Excel spreadsheets. - Strong attention to detail and the ability to translate complex financial information into clear, concise visual elements. This project requires a high level of expertise in Power BI, fin...

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    Python Data Analysis File Fix 6 days left
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    I have a Python file t...file size being too large for GitHub. I need to get the Python file running again, but with the '' file stored on an external service to work around the file size limitations of GitHub. Key requirements include: - Identifying and resolving the issue causing the Python file not to run - Storing the '' file on an external service and adjusting the Python code to access it from there Ideal Skills and Experience: - Proficiency in Python - Experience with data analysis and handling large datasets - Familiarity with version control, specifically using GitHub - Ability to troubleshoot and resolve file size issues - Understanding of linking external services with Python code Please bid with your proposed solution and timeline for...

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    I'm seeking a seasoned back-end engineer with expertise in Node.js and MongoDB. Your primary responsibility will be developing APIs that integrate seamlessly with external services. Key tasks include: - API development: You should have a proven track record of creating robust, efficient APIs. - Integrating with third-party services: The APIs you develop need to be able to communicate effectively with a range of external platforms. - Database design and optimization: While not the core focus, a strong understanding of MongoDB and how to optimize it for performance and scaling is beneficial. The project is centered around building a backend system that can handle a variety of tasks and interactions. While the exact scale of the project isn't currently known, the pot...

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    We are seeking experienced lead generation professionals to assist in identifying companies raising equity capital for a growing company over the next 3-6 months. Ideal candidates will have a strong background in financial services and...well-researched leads in specific industries. 2. Retainer: £1000 per month. PROCESS 1. Lead Research: Identify and research potential leads. 2. Email Outreach: Send emails to prospects. 3. Response Handling: Forward prospect responses to the business developer. 4. Scheduling: The business developer will schedule and conduct the sales calls. 5. Data Management: Upload researched data to our CRM in Excel format to ensure no duplications. If you are a driven lead generation professional with the required experience and skills, we would love to...

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    I'm seeking a skilled developer to create a Blazor application with a unique keyboard feature. Key Points: - Your primary task will be to develop a Blazor application. - This application needs to have a unique keyboard feature. Ideal Skills: - Strong experience with Blazor development is a must. - Knowledge of creating unique UI features. - Understanding of user experience design.

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    I am initiating a new enterprise and I need a proficient mobile app developer who can create a user-friendly e-commerce application for both Android and iOS platforms. Key Responsibilities: - Develop a robust e-commerce application for Android and iOS - Ensure the app supports transactions for both selling products and services Ideal Skills and Experience: - Proficient in Android and iOS development - Proven experience in creating commercial-grade apps - Experience in e-commerce apps is a significant plus - Familiarity with secure, efficient transaction methods - Excellent problem-solving skills and attention to details.

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    I'm in search of a versatile freelancer with skills in Word, Excel, programming, and graphic design. Your expertise in these areas will help me in different domains. Your main tasks will include: - Formatting documents in Word, ensuring a professional and consistent layout. - Creating Excel spreadsheets and conducting data analysis. Proficiency in Excel will be crucial to help me interpret and visualize data effectively. - Developing software or web applications. I am working with Java/Spring/JavaFX and am open to creative development ideas and solutions. - Designing logos and visuals. Your ability to create engaging and unique visuals will be a big asset to my projects. I am currently using Word 2010 and will be working with Java/Spring/JavaFX for the programm...

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    I have a list of 50000 urls, I would like to scape the pages to see if they contain references to scripts - I will provide a list of the urls and the scripts. Deliverable should be an excel with the 50000 urls and whether they contain the link for each script. Looking for fast turnaround

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    ...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 like Pandas. Output Format: Ability to export data into an Excel file using Pandas or similar libraries. Error Handling: Robust error handling to manage failed requests and parsing errors. Compliance: Adherence to the websites' terms of service and rate limits to avoid being blocked. Project Scope: Input: A list of CRM numbers and a list of CID numbers. Process: Automate the lookup and data extraction process. Output: An Excel file with the compiled data. Skills Required: Web Scraping Python Programming...

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    We are seeking an experienced freelancer to set up a Node.js application on our web hosting service, ensuring it runs correctly and is accessible via a custom domain. Hosting Environment: - Web hosting service: - Custom domain: - Node.js Manager is accessible through the hosting control panel. Task Requirements: - Configure the hosting environment to run a Node.js application. - Upload and set up a simple Node.js script that responds with a fixed message for any route. - Ensure the application is running and accessible via the specified domain. - Verify and configure the necessary firewall and port settings to allow traffic on the required port (default 3000). - Provide documentation of the steps taken and any configurations made. Specifics: The script should

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    Development of a mobile application for tourism is needed. The app will be available on both iOS and Android platforms and will be designed in a minimalistic style. Key Features: - Map Navigation: Users should be able to use the app as a navigational aid. - Tourist Attractions: The app must provide information about various local tourist attractions. - Customer Reviews: Users will need to have the option to read and write reviews of these attractions. - Customer Participation: Additionally, a provision should be made to allow customers to add new attractions. Ideal Skills: - Developers should have expertise in iOS and Android app development. - Knowledge and experience in creating minimalistic designs are necessary. - Experience dealing with GPS and map integration. -...

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    I need a skilled C# Winform .NET developer to protect my application using obfuscation techniques. The goal is to prevent reverse engineering and ensure the highest level of security. Key Requirements: - Implement Basic name mangling, Control flow obfuscation, and String encryption for the application. Ideal Skills and Experience: - Strong proficiency in C# and .NET framework - Prior experience with implementing obfuscation techniques - Knowledge of application security best practices This project is a great opportunity for a developer with a keen interest in application protection.

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    iOS App Designer for Start-Up 5 days left
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    I am in need of a skilled iOS app designer to help develop a start-up program aimed at addressing the ubiquitous problem of lost phones. Key Duties: - Conceptualize, design, and implement app features and functionality Ideal Skills and Experience: - Proficient in iOS platform app design - Prior experience in start-up or related app development - Solid understanding of user experience and interface design - Excellent problem-solving skills and creativity - Ability to work within deadlines and multi-task effectively. This project requires someone who can intuitively understand the needs of a start-up and bring creative solutions to the table. I look forward to hearing from you. I have searched the app store and have not found anything like this but it is very ...

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    Dough one Sources is looking candidates for Senior Business Analyst – VBA, Advance Excel. Job Role: Senior Business Analyst Job Location: Remote Experience: 4 + Years as Business Analyst – VBA , Advance Excel 3+ years of experience is required in creating dashboards in Manufacturing, Banking, Retail Industry. Working Hour: 3 hour per day (per day) Salary: 150 – 300 INR Per Hour Job Responsibilities : • Understanding Company requirements. • Understanding, consolidating and analyzing data from spreadsheets. • Creating dashboards, reports and charts in Analytics tools. • Working on financial and other types of modeling projects. • Having knowledge Dashboard Creation, Mainframe automation through VBA. • Good Tec...

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    Convert PDF invoice to CSV 5 days left
    VERIFIED

    Hello, I need convert a PDF invoice to Excel to import to our invoices software

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    I'm looking for an experienced Power BI developer to create bespoke reports and dashboards, which will be integrated into Microsoft Teams. Tasks: - Handling data from Excel spreadsheets and converting it into insightful reports and dashboards. Skills and Experience: - Strong command of Power BI for report and dashboard creation. - Proven experience with Excel spreadsheets. - Good knowledge of integrating Power BI into Microsoft Teams. The goal is to make complex data easy to understand, facilitating better decision-making within our team. Your work will directly impact our day-to-day operations and strategies.

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    Shopify Review Application 5 days left
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    Overview: This application will enable Shopify store owners to collect and display customer reviews. However, only customers who have made a purchase will be able to leave a review. You can use the product reviews sample app from Shopify Github if you want, it is not a problem for me. Project Requirements: User Authentication: • Only customers who have made a purchase should be able to leave a review. • There should be no public option for writing a review on the store’s frontend. Review Collection: • After a purchase, customers should receive an invitation via email to write a review. Review Display: • Reviews submitted by customers should be displayed on the respective product page of the Shopify store. Webservice Integration:

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    I am in need of a specialized WordPress developer with experience in Excel operations and data showcasing. Key tasks: - Create a WordPress page that extracts numeric and text data from an Excel sheet. - Implement highlights and color-coded information on the webpage for better readability and understanding. - The data on the Excel sheet will be updated on a monthly basis, hence the website should be able to fetch the data automatically upon any modifications. Ideal skills: - Proficiency in WordPress and Excel integration - Experience in creating visually appealing data showcases or infographics - Strong understanding of data extraction and display technologies The aim is to have a user-friendly webpage that accurately represents the updated data informa...

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    I'm in search of an Excel expert who can assist me with complex tasks in Excel. Specifically, help is needed in two key areas: - Formulas & Functions: While basic arithmetic operations are simple for me, I need assistance with text and date functions. - VBA Macros: I'm looking for someone who can develop advanced user forms and interfaces. This requires a high level of VBA expertise. The ideal candidate would have a strong background in Excel, with a focus on formulas, functions, and VBA. Previous experience working on advanced macros and a deep understanding of text and date functions will be a huge plus. The ability to communicate effectively and understand my specific needs is essential.

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    ...be able to change the reader's 8-byte ID and update it in EEPROM. 7) One or two digital sourcing outputs that can send a pulse to a lock or an indicator lamp. Let's say 500mA. 8) One or two digital inputs, sinking, working in the full range of the power supply voltage. 9) Power voltage range 5-26VDC. A decent capacitor must compensate for possible voltage drop when an output is energized. 10) External connections: holes for a 1.27mm compatible for a header connector. Flexible wires will be soldered in production. Pogo pins will be used for programming. 10a) Power VCC and GND 10b) Digital outputs and outputs 10c) RS485 A+ and B- 10d) Programmer and debugger interface 11) I must be able to load firmware without IDE for production and debug the system through the same pins...

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    I'm in search of a versatile freelancer with skills in Word, Excel, programming, and graphic design. Your expertise in these areas will help me in different domains. Your main tasks will include: - Formatting documents in Word, ensuring a professional and consistent layout. - Creating Excel spreadsheets and conducting data analysis. Proficiency in Excel will be crucial to help me interpret and visualize data effectively. - Developing software or web applications. I am working with Java/Spring/JavaFX and am open to creative development ideas and solutions. - Designing logos and visuals. Your ability to create engaging and unique visuals will be a big asset to my projects. I am currently using Word 2010 and will be working with Java/Spring/JavaFX for the programm...

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    I'm looking for a skilled developer to assist with syncing an Excel file to my phpMyAdmin database. Key Requirements: - Real-Time Syncing: The sync should take place continuously in real-time. Any updates made to the Excel file should be reflected in my phpMyAdmin database instantly. Skills and Experience: - Proficient in Excel and phpMyAdmin - Experience in data syncing and database management - Familiarity with real-time data syncing No specific data validation or transformation is needed during the import process. The goal is to ensure that any changes made in the Excel file are accurately reflected in the existing database.

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