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    I'm in need of a professional who can build a tool that can extract data from LinkedIn. The data I'm interested in includes: - Contact information (email address, phone number, etc.) - Profile information (name, job title, etc.) - Connection network (connections, mutual connections, etc.) I'd like the extracted data to be conveniently structured in a CSV (Excel spreadsheet) format. The primary use of the extracted LinkedIn data will be for lead generation. The ideal candidate for this project should have: - Expertise in web scraping and data mining, particularly with LinkedIn - Proficiency in data handling and structural organization - Proven experience with developing tools for lead generation - Strong communication skills and a good understanding of client nee...

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    Looking for someone to engineer a shared to-do spreadsheet in Microsoft Excel that supports real-time collaborative editing for our team. The successful candidate should have: * Advanced Excel skills; * Experience creating custom spreadsheets for project management; * Understanding of user permissions in Excel with the aim to allow full control access to every team member; With your help, we'll revolutionize how we tackle tasks as a team. The ideal freelancer for this project should be prepared to propose and implement a solution promptly. Familiarity with Microsoft Teams is a plus.

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    I am in need of a skilled freelancer who can handle a variety of tasks involving PDFs. Tasks: - Creation/Editing: The ability to create and edit PDF documents is a must. This might involve creating new documents or updating and modifying existing ones. - Conversion: The PDFs will need to be converted to other file formats. Specifically, I am looking to convert them to Word, Excel, and PowerPoint formats. - Data Extraction: The freelancer should be able to extract data from PDF documents. This could involve copying tables, text, or other information. Desirable Features: - Text Editing: It would be beneficial if the freelancer can engage in text editing within the PDFs. - Annotation/Commenting: The ability to add annotations or comments to the PDFs would be an asset. Ideal candid...

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    Trophy icon Arabic Typist Needed for Data Entry 23 hours left

    I need a skilled Arabic typist to enter data from PDF, into a single excel table .

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    I'm seeking a reliable freelancer to import vendor pricing data into Sage. The data is currently stored in a CSV formatted Excel spreadsheet, with data cleaning required prior to import. The project will entail: - Cleaning the vendor pricing data as required - Successfully importing clean data into Sage Ideal Skills: - Proficient in Excel and its functionalities, especially CSV format - Experience in data cleaning - Demonstrated proficiency in Sage, particularly in data import functions - Attention to detail is crucial for this task This task requires a freelancer with the right blend of skills in Microsoft Excel and Sage software to ensure smooth, error-free integration of vendor pricing data.

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    I'm seeking a skilled Excel developer to help me create a tracking system. Key Requirements: - The system should monitor the month over month membership growth for our community PCPs. - The PCP targets should be identified by name and location. Please note that this needs to be completed as soon as possible. Ideal skills for this project: - Strong proficiency in Excel and data tracking - Experience with creating dynamic systems in Excel - Attention to detail to ensure accurate tracking This will be a key tool for our organization moving forward, so I'm looking for a freelancer who can deliver high-quality work efficiently.

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    I'm looking for a skilled content creator who can help me repurpose content from my games into engaging TikTok shorts and YouTube highlight reels. Ideal Skills and Experience: - Proficient in video editing - Experience in managing TikTok accounts - Background in creating compelling gaming content - Familiar with YouTube content creation, particularly highlight reels The job entails: - Taking gameplay content from my games and editing them into engaging 30-60 second TikTok shorts - Repurposing the same content into YouTube highlight reels - Ensuring the videos are engaging and tailored for each platform's audience If you're passionate about gaming and have the skills to create engaging, high-quality content, I'd love to hear from you.

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    ...looking for a skilled and reliable tester who possesses 20 Irish Google Play accounts to help me test my app and facilitate its approval for production on the Google Play Store. This is a critical step for my app's launch, and I need someone who can perform the task efficiently and accurately. Requirements: -Must have 20 active Irish Google Play accounts. -Ability to test the app thoroughly on each account. -Provide feedback on any issues or bugs encountered during the testing phase. -Ensure the app is approved and ready for production on all 20 accounts. -Available to start immediately and complete the task as soon as possible. Responsibilities: -Download and install the app on each of the 20 Google Play accounts. -Perform thorough testing to identify...

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    Excel Line Graph for Report 6 days left
    VERIFIED

    I'm looking for a freelancer to create a line graph in Excel. This graph will be utilized for report analysis, showcasing the trend for a single data set. Key Responsibilities: - Develop a line graph in Excel - Present the data trend effectively - Ensure the graph is tailored for report analysis Ideal Skills and Experience: - Proficiency in Excel, particularly in creating graphs - Prior experience in crafting visuals for reports - Ability to convey data clearly and effectively This project specifically does not entail comparing different data sets, as it solely focuses on illustrating the trend of a single set. The ideal candidate will deliver a polished graph that can be seamlessly integrated into a report.

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    ...subscriber-based website. My vision for the website includes: - Data visualisation: The site will need to effectively display data from a Google Sheets database in an engaging manner. This could be in the form of graphs, tables, etc. - Regular updates: The data on the website should be updated weekly directly from Google Sheets (some data in Google Sheets is "live data", and as such the updated are more frequent, but automatic). Therefore, integration skills are crucial. - Core Pages: Standard pages required include 'About Us', 'Services' and 'Contact Us'. Ideal freelancers should have strong experience and skills in web development and Google Sheets integration, alongside great UI/UX design. On top of this, being...

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    I'm searching for experienced debt collection agents with good negotiation skills and able to collect charged-off accounts. Your primary task? Recover the full debt amount. Make no mistake, your skills in negotiation and communication will be put to the test - but at the end of the day, recovery is the main goal. Ideal candidates should have: - Must have at least 1 year of Debt Collection experience. - Proven track record in debt collection. Ready for a challenge? Apply and let's boost those recovery rates!

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    I'm looking for a skilled application developer to create a mobile app for my gaming website. The app should be designed for both iOS and Android users. Key Features: - User Registration and Login: The app should allow users to create accounts and log in securely. - Game Browsing and Searching: Users should be able to easily search and browse through the games available on my website. - In-App Purchases: The app should support in-app purchases, allowing users to buy games or any other digital items directly within the app. Integration Requirements: - Payment Gateway: The application will need to be integrated with a secure and reliable payment gateway. - Social Media Platforms: It should also have social media connectivity to allow users to share their experiences with frie...

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    Need an Excel expert to create a complex forumula to get desired results from big set of data. Budget is placeholder/estimate. final amount will be discussed during work.

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    ...expert who can help me extract all the email lists that have ever subscribed to my website's newsletter. Here's a brief overview of what I'm looking for: - **Data Extraction**: I'm looking for a full database extraction - including names, email addresses, subscription dates and any engagement metrics, if available. - **Data Compilation**: I would prefer to receive the compiled list in a Google Sheets document. **Ideal Skills and Experience:** - Proficiency in WordPress and email list management. - Previous experience in data extraction and compilation. - Strong attention to detail and ability to ensure data accuracy. - Excellent communication skills to keep me updated on the progress. Please note that I'm not looking to apply any specific filters or ...

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    The project involves adding new features to an existing app. The main requirements are as follows: Wallet Customization: The app needs to include a wallet functionality that allows users to trade the coins they earn within the app. Snapchat Integration: Integration with Snapchat should be implemented, enabling users to link their Snapchat accounts and share their achievements or rewards with friends. AI-driven Soccer Game Prediction: The app is linked to an AI system that predicts soccer game outcomes. Users who achieve high accuracy in predictions are eligible for a drawing, with prizes awarded to 10 winners. Adherence to Google Play Store policies is crucial. Targeted Marketing: In the future, the app will be used for targeted marketing. Paid subscribers will provide demographic ...

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    I'm in need of a skilled developer to create a web-based accounting app mimicking functionalities of excel for my business. Key Features: - Accounting functionality: This app must allow me to insert product details and their price, record the amount they were sold for, and at each day's end, it must generate a profit and loss table. - Inventory tracking: The application should effectively manage my inventory, keeping a track of products, their quantities, and changes over time. - Customer Database: The app should store customer information in an organized and easily accessible manner. - Invoice Generation: It should also have the capability to generate invoices for customers. Design Aesthetics: The preferred design is minimalistic. It must be clean, clear and user-frien...

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    ...professional to develop a Solidworks macro for specific tasks. Mainly, it's intended to import data from Excel to Solidworks, and automate several repetitive processes. Data to be incorporated from Excel will be primarily: - Dimensions and measurements - Material properties - Configuration properties part number convention The successful candidate should have prior experience working with Solidworks and Excel VBA, understanding how to adeptly make these two platforms talk to each other in an efficient and error-free manner. This project is required within a month. If you're able to work within this timeframe, and have the necessary skills, I would love to hear from you. I have an Excel sheet to automate PN and description creation already made. ...

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    I need to do two things. Read first so you know issue. 1) short term - See if Plaid API works for stocks, stock options and my ...and non chargeble. It will open business opportunity for me and hence I will pa-y for the project. I tried to speak to sales but they were non technical and I could not get answers from their website. We will not be trading using plaid API but I want to do portfolio analysis. I want to know if we can get my stock options/stocks positions using plaid API or not from my E*Trade account and what accounts (from what brokerages ) I can pull from ? 2)Plan is to develop a portfolio analysis tool no matter where your account is -using Plaid API. Which will be chargeble. This is what I am looking for in bids. In some sense if you prove 1) is not do'able...

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    I'm in need of a web developer to create a website for my business sales company. Key Features: - The site should have a main screen with options like 'Business', 'Franchise', 'Selling', 'Consultation', 'Business Improvements', 'Valuation', 'Real Estate', 'Resources' - I prefer a modern and sleek design, with a black and gold color scheme - User accounts need to be able to create and edit profiles, save favorite listings, and set up email alerts for new listings - The website needs to be very simple and easy to update - After completion, the source code should be delivered to me Ideal Skills and Experience: - Proficiency in web development, specifically in creating modern and sleek designs - Expe...

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    I have multiple Excel spreadsheets containing contact information, and I need them consolidated based on a unique index number. The task involves the following: - Data consolidation: Retrieve name and email information from several Excel sheets using a base index number from a primary data file. - Automation: I need this consolidation to be automated instead of manual intervention. - Performance Optimization: Currently using Xlookup for the merging process, but it's slow due to the file size. I'm open to suggestions for more efficient alternatives. Skills and Experience: - Advanced Excel skills: The freelancer should be proficient in Excel and have experience working with large data sets. - VBA Scripting: Ability to write and implement VBA ...

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    ...entry, Google Drive/Sheets, and similar responsibilities, as outlined in our LinkedIn job posting. While the tasks themselves are relatively straightforward, it is important to note that this will be ongoing, daily work for the foreseeable future. If you have a proven track record of delivering high-quality work, and maintaining consistent performance, we encourage you to apply. Key qualifications and requirements for the role: - Proficient in data entry and experienced with Google Drive/Sheets. - Demonstrated reliability and consistency in previous roles or projects. - Strong attention to detail and organizational skills. - Ability to meet deadlines and perform consistently in an ongoing work environment. If you believe you possess the necessary skills and qualities t...

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    We are seeking an experienced [VA] to help us with our company tasks such as social media posts, research data entry etc... The ideal candidate should have a strong background in [LinkedIn Job posting - data entry - Google drive/sheets] The tasks are very simple, however, this will be ongoing, daily work for the foreseeable future. Must be reliable and consistent in order to be successful in this role

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    As discussed I have delivered the excel workbook. Thanks!

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    ...the password for an Excel Workbook. It was prepared by an employee who has since left the firm. Note that I am not seeking to have someone recreate this Workbook without the password, but to have the password itself. There are several videos on YouTube about this, but I've had no luck: I've attached the spreadsheet if you want to try. The first person to provide the password will get paid. Just let me know if have it, I'll hire you, and you supply it. PLEASE DO NOT ACCEPT THE PROJECT UNLESS YOU HAVE THE PASSWORD FROM THE ATTACHED SHEET. Key Project Requirements: - Password Recovery: The primary task is to recover the password for an Excel Workbook. Ideal Skills and Experience: - Expertise in Excel Password Recovery - Flexibility

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    I need a professional to manage the accounts payable and accounts receivable of my business, which sees over 100 financial transactions monthly. Key Responsibilities: - Manage accounts payable and receivable on an ongoing basis. - Record and process over 100 financial transactions on a monthly basis. Essential Skills: - Proficient in QuickBooks. - Experience with high-volume transaction environments. Our business is located near Didcot in Oxfordshire.

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    ...Bookkeeper to enhance our financial processes. Role Overview: Join us to manage and forecast our cash flow, build insightful P&L statements, and keep our books immaculate. Your financial acumen will directly impact our growth and efficiency. Key Responsibilities: - Expertly handle financial records via QuickBooks and Bill.com. - Develop accurate cash flow projections and P&L statements. - Manage accounts payable/receivable and budgeting processes. Must-Haves: - Proven track record as a freelancer in accounting/bookkeeping. - Proficiency in QuickBooks and is non-negotiable. - Bachelor’s degree in Accounting, Finance, or related field. - At least 2 years of relevant accounting or bookkeeping experience. - Stellar organizational skills, with an analytical m...

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    I am in need of a proficient bookkeeper with extensive experience in QuickBooks. The primary task will be focused on: - Reconciliation of accounts The ideal candidate should hold the following skills and experience: - Expertise in QuickBooks, - Proven track record in account reconciliation, - Attention to detail, - Excellent problem-solving and analytical skills. Please apply if you meet these qualifications and are ready to demonstrate your skills and reliability in maintaining our company's financial wellness.

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    I need an experienced agent for setting up a new LLC as a ...(EIN) for the new entity. - Business Bank Account Application: The agent should have experience in remotely setting up US business bank accounts, as physical presence is not an option. Communication with Bank: I anticipate being involved in the communication with the bank for setting up the business account. However, I will need your professional assistance in the process. The ideal candidate for this job should have: - Prior experience with setting up LLCs in Delaware. - Knowledge of the legal and procedural requirements of company formation in the state. - Experience in obtaining EINs. - Proven track record in remotely setting up US business bank accounts. - Excellent communication skills and the ability to work...

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    ...expert in Google Sheets who can help me with a one-time analysis. The dataset to be worked on is quite large, with over 1000 rows, so I need someone who is well-versed in handling and analyzing large datasets in this platform. Key tasks for this project include: - Data analysis and visualization: I require someone who can understand the dataset thoroughly and present insights in a visually appealing manner. - Formulas and functions calculations: You should be able to create complex formulas and functions to derive the necessary insights from the data. Ideal candidates should possess the following skills and experience: - Proven track record in data analysis and visualization using Google Sheets. - Strong expertise in working with large datasets (1000+ rows) within Google...

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    Excel Data Expert Needed 6 days left
    VERIFIED

    I'm looking for a versatile Excel professional. Key Requirements: - Restrict Sheet Access and Hide for specific users - Changes made in the master sheet should be automatically displayed on specific sheet. - When a change is made on the master sheet, the cell should automatically be highlighted in red color. and also reflected in the specific sheet. I am looking for a good english professional . Automatic bidders will be blocked . If you are here type in salut at your beggining of the bid.

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    We are currently No.1 Shop in TikTok luggage and bags category. If you love fashion, love selling, enjoy interacting with audience, this is the career you will regret missing out. We also offer high commission and bonus. Responsibility: Going on live on TikTok with given accounts, follow strategy and tatic, interact with audience and convert sales. Familiarize with products, understand and demonstrate key selling points and details on live. Collaborate with the team after each shift for feedback, recap, and develop following strategy Collaborate with Short Video Team to create short video on TikTok. Requirements Have to be in Dallas area. Fluency in English, excellent public speaking and communication skills. Previous experience in fashion, sales, retails, e-commerce, hosting or ...

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    Facebook Ads Setup Review 6 days left
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    ...existing setup with me. The goal of this project is to ensure that all necessary assets are correctly configured. Key Responsibilities: - Review the current configuration of my Facebook Ad account, ensuring it is set up accurately - Verify the correct installation of the Facebook Pixel on my Kajabi website - Confirm that the Business Manager is correctly structured and connected to all relevant accounts The ideal freelancer for this project should have: - Extensive experience in managing and reviewing Facebook Ads - A comprehensive understanding of the technical aspects of the platform, particularly related to ad account setup, Pixel installation, and Business Manager configuration - Strong attention to detail and ability to provide clear and structured feedback on existing se...

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    I'm looking for an experienced full-stack and OAuth expert to integrate OAuth authentication for Tiktok , TikTok into existing React.js applications. You are responsible for implementing a seamless user authentication experience that allows users to connect their social media accounts to our platform. If authentication is successful, the user's social media profile information should be safely stored in the database. For example, when the user presses the "Tiktok connection" button, the Tiktok user information input field using Auth0 appears, and when entered, the information is changed to the "connected Tiktok". If you successfully complete this task, I will award you development of all parts of this project. I attached a screenshot Looking forward ...

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    ...collaborator, you must be proficient in web development technologies and methodologies. - User Accounts: I envision the raffle game to have a user-centric approach. This necessitates the inclusion of user accounts, complete with profiles. Your experience in designing and implementing user account systems will be pivotal in ensuring a seamless user experience. - Payment Integration: The game's payment system is set to exclusively utilize cryptocurrency. Thus, prior experience with cryptocurrency payment gateways and integrations is highly desirable. Ideal Skills & Experience: - Proficiency in web development, particularly for the gaming sector. - Prior experience in creating and managing user accounts and profiles in web applications. - Extensive experien...

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    Marketing / Ads Manager 6 days left
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    We are an Ecommerce company dealing with variety products and we are looking for a...Social Media Ads Manager to join our team. The tasks includes but not limited to: Creating the ads on different Social Media Platforms Create reports in Excel, and Google Sheets on a daily and monthly basis Turning off the ads which are not delivering the acceptable ROI Creating a new ad for the stopped campain Write text for the posts Edit Pictures and videos in Canva or Capcut The Ads Manager must be solely free for this project and not committed to any other task, job or study work hours: 6 days a week, 10 hours a day The agent must be fluent in both Arabic and English Must also have good communications and sales skills Can work on Excel Have sufficient experience in Social Media A...

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    ...me with various tasks. The ideal candidate should have a basic understanding of English and possess some graphic design skills. Key duties include: - Data Entry: Accurate and efficient data entry will be a key part of the role. - Email Management: Organizing and prioritizing emails, as well as composing and replying to emails will be crucial. - Social Media Management: Handling my social media accounts, creating and scheduling posts, and engaging with followers will be part of your role. While a basic understanding of English is required, the candidate should be proficient in graphic design skills such as: - Creating visual and appealing social media posts. - Designing eye-catching email newsletters. - Editing photos to a professional standard. The ideal candidate should have ...

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    We are currently No.1 Shop in TikTok luggage and bags category. If you love fashion, love selling, enjoy interacting with audience, this is the career you will regret missing out. We also offer high commission and bonus. Responsibility: Going on live on TikTok with given accounts, follow strategy and tatic, interact with audience and convert sales. Familiarize with products, understand and demonstrate key selling points and details on live. Collaborate with the team after each shift for feedback, recap, and develop following strategy Collaborate with Short Video Team to create short video on TikTok. Requirements Have to be in Dallas area. Fluency in English, excellent public speaking and communication skills. Previous experience in fashion, sales, retails, e-commerce, hosting or ...

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    I am seeking a skilled virtual assistant to help with a variety of tasks. Your primary responsibilities will include managing my emails and messages, inputting information into my Wave accounting software, and updating my social media accounts. Key Responsibilities: - Monitor and reply to messages in my primary email account - Handle data entry tasks on Wave accounting software. Experience with Wave is preferred but not mandatory. - Regularly update my social media accounts on Facebook, Twitter, and Instagram. I am looking for an individual who is highly organized, detail-oriented, and has excellent communication skills. You should have experience as a virtual assistant, and some familiarity with accounting software would be a plus. Additionally, knowledge of popular socia...

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    We are currently No.1 Shop in TikTok luggage and bags category. If you love fashion, love selling, enjoy interacting with audience, this is the career you will regret missing out. We also offer high commission and bonus. Responsibility: Going on live on TikTok with given accounts, follow strategy and tatic, interact with audience and convert sales. Familiarize with products, understand and demonstrate key selling points and details on live. Collaborate with the team after each shift for feedback, recap, and develop following strategy Collaborate with Short Video Team to create short video on TikTok. Requirements Have to be in Dallas area. Fluency in English, excellent public speaking and communication skills. Previous experience in fashion, sales, retails, e-commerce, hosting or ...

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    Data entry work from home part Tim e

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    ...involves inputting numeric data from digital files into a Google Sheets document. Key Project Details: - **Data Type**: The information you'll be working with is purely numeric. - **Data Source**: Files will be provided in digital format. - **Output Format**: The final dataset should be organized in Google Sheets format for easy access and sharing. Your role in this project will include: - Accurate entry of all numeric data from the provided digital files. - Ensuring the data is correctly organized within the Google Sheets document. Ideal freelancer for this job will have: - Proficient experience in data entry, with a focus on numeric data. - Strong attention to detail to prevent errors in the dataset. - Familiarity with Google Sheets or a similar p...

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    ...optimized for Google Merchant Center feeds. * Integrate with Google Sheets for seamless data import and export. * Website Meta Tag Optimization: * Develop a custom script on Vertex AI to: * Scrape content from web pages (titles, headings, body text). If scraping is not feasible, allow for manual input of content. * Utilize Gemini to generate SEO-optimized meta titles and descriptions based on the scraped/input content. * Ensure the script can handle both automated scraping and manual content input scenarios. Requirements: * Proficiency: Strong experience with Google Cloud Platform, Vertex AI, Python (or similar language), and web scraping techniques. * Google Sheets Integration: Experience with Google Sheets API for seamless data flow. Del...

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    ...login. On the web portal, the user should be able to filter by date or activity, such as show everything that happened on the 14/5/2024 or show all instances of Opened Chrome. They should also be able to change their email address and password. We do not need the ability to block or limit anything, just to report. In the admin panel it should show the following: List of users accounts with ability ti view accounts - Reset user's password, etc Number of devices installed Total Number of devices each user has it installed on The app needs to have the following configured: AdMobs Google Analytics/Firebase Analytics Firebase Crashalytics OneSignal. We may look to charge a subscription fee in the future but at the moment it will be free with ads. Ads show on app open ...

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    You need to build a power app for a business process of onboarding, offboarding customers. There is a data...customers. There is a database of the customers with specific users db that has access and approve a checklist. We need it on a sharepoint portal and emails are automated for every action. It is a simple process of adding a user, give them a checklist, customer completes all actions, there is an internal admin who confirms the checklist and there is a progress to track. Will provide a dummy of excel sheet, expect 3-5 screens across onboarding, offboarding, admin and customer login. Ideal Skills: - Proficiency in Power Apps, Microsoft Power Automate. - Expereince in MS dataverse, power platform - Ability to grasp business processes and convert them into efficient digital ...

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    I'm seeking an expert in Excel macros with an advanced understanding of VBA to accomplish several tasks for my project: - Automate data entry processes. - Generate comprehensive reports. - Perform complex calculations. Key skills you should have: - An advanced understanding and experience of Microsoft Excel. - Proficiency in developing and implementing Excel Macros. - Advanced VBA coding skills. To be considered for this project, please include the following in your application: - Detailed project proposals, illustrating how you plan to achieve the tasks outlined above. Please note, this project is demanding and requires a high level of familiarity with Excel and VBA to be executed efficiently and effectively.

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    Data Entry 6 days left

    Copy typingy data entry excel world

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    We are seeking a Business Data Analyst for our team who is willing to work with... Responsibilities: - Collect and analyze data from various sources - Identify patterns, trends, and correlations in datasets - Create reports and dashboards to present findings - Collaborate with cross-functional teams to understand business requirements Required skills: - Strong analytical and problem-solving skills - Proficiency in data analysis tools such as Excel, SQL, or Python - Experience with data visualization tools such as Tableau or Power BI - Excellent communication and presentation skills This is a great opportunity for individuals who are new to the field of business data analysis and are looking to gain practical experience in a supportive en...

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    ...rabbit hole on Instagram. Ultimately I'm trying to sell high end social media services and night life people have access to a wealthy Rolodex so my goal is to gain a bunch of affiliates from this. Key Responsibilities: - Find mini partners (affiliates) in nightlife: vip hosts, promoters, club managers club partner companies, etc. - Inputing the above prospects info (names and emails) on a google excel sheet Skills and Experience: - Fast - Critical Thinker - Proficiency in using Instagram for business research - Experience in lead generation - Bonus: Familiar with the nightlife industry...

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    I need a specialist in social media marketing. The platforms to focus on will be at the successful bidder's discretion, based on best practice and strategic expertise. Key responsibilities will be: - Social media management: creating a robust strategy, setting up and improving accounts, posting regular updates and interacting with our community. The aim is to create a positive and engaging online presence for my brand. - Content creation: producing pertinent, engaging, and share-worthy content. A level of creativity is required here as you'll be making visually compelling posts and catchy texts to attract and retain our audience. - Online advertising: designing and implementing advertising campaigns, optimizing for performance and analyzing results to improve future ca...

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