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    I am in need of an experienced and knowledgeable professional to assist in the development of a comprehensive training program for individuals aspiring to become advanced pentesters. Key responsibilities: - Create a structured, in-depth training curriculum focused on web applications, networks, and mobile applications pentesting. - Design ...particularly in the areas of web applications, networks, and mobile applications. - Prior experience in designing and delivering training programs, workshops, or courses. - Strong communication skills and the ability to explain complex technical concepts in a clear and concise manner. The goal of this project is to equip participants with the necessary skills, knowledge, and practical experience to excel as advanced pentesters in a professiona...

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    I am looking for a skilled Power BI specialist to help me create an engaging and dynamic dashboard. The primary data source for this project will be an Excel spreadsheet. Key Metrics and Visualizations: - The dashboard should highlight key metrics and KPIs such as sales figures, customer engagement metrics, and operational efficiency. - I would like to see a mix of different chart types in the dashboard, including bar charts, line graphs, and pie charts. Ideal Skills and Experience: - Proficiency in Power BI and data visualization techniques - Experience working with Excel spreadsheets as a data source - Ability to create dynamic and engaging dashboards that effectively highlight key metrics - Knowledge of various chart types and the ability to recommend the most ...

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    We are part of a worldwide network providing drug testing services. We have a presence in multiple countries. Our client wants us to conduct drug testing around Tsukiguma Hakataku Fukuokashi Fukuokaken. We will train you on how to do it and provide the necessary supplies and tools. You will have to either go to the client's residence or office to collect the provided urine sample or rent a meeting room to host the session. Meeting room rental costs will be borne by us. Thereafter I will guide you on how to perform the testing hygienically and you will send us the result. We will compensate you for every test done. This is a long-term project and we will hire you for the long term.

    $100 - $120
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    I am in need of a freelancer to provide phone support for my customer service needs in POLISH. Skills and Experience: - General customer service skills are sufficient, industry-specific knowledge is not required. - The freelancer should be fluent in POLISH and have excellent communication skills. - Previous experience in customer service is desi...the package will be delivered. • call those who didn’t pick up the day before • if the customer has any question regarding his/her order, than you can look it up in the client’s system to provide proper information. There might be days when there’s no one to call – that day our reckoning would be 0. This is unlikely, though? Most probably it’d be usually 1-2 hours per day. It can be done home office...

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    ...menu data, which exceeds 500 entries, in Excel. My project primarily involves handling text data. Here's what you would focus on: - Categorizing different types of food items. - Ensuring accuracy and consistency in data entry. While not a firm requirement, familiarity with culinary vocabulary could be beneficial. Additionally, someone proficient in MS Excel and particularly experienced in data categorization would be ideal. I appreciate your consideration and look forward to potentially working with you. Paid project: remote work  Seeking Assistance: Categorizing Online Menu Data in Excel Hey guys, I hope you're doing well! I'm reaching out because I could use your expertise for a project I'm working on involving categorizing online me...

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    I have a highly encrypted XLSM file that I urgently need help with. This specific project involves making VBA in the file visible. I need someone with advanced VBA skills and experience in cracking down highly encrypted XLSM files. Key requirements: - Expertise in VBA for Excel - Experience with highly encrypted XLSM files - Ability to make VBA visible in such files Please only apply if you have previous experience in this area and can start immediately. BID NOW!!! Serious freelancers only with the skills since it is ASAP!!

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    I'm seeking an Excel expert to revamp my Google Sheets, transforming it into an interactive platform. Specifically, I need to integrate the XIRR calculation for my stock transaction data, which spans over 4 years. This will involve the addition of dropdown menus for transaction selection, buttons for XIRR calculation, and color coding for profit and loss data. Key Requirements: - Integrate XIRR calculation for stock transactions - Create dropdown menus for transaction selection - Develop buttons for XIRR calculation - Implement color coding for profit and loss data Additional Context: - I am using Google Sheets, not Microsoft Excel - I update my stock transaction data on a weekly basis Ideal Freelancer: - Proficient in Google Sheets - Experienced in complex ...

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    ...as a platform for data visualization and export. Key Functionalities for Admin User: - **User Management:** The admin should have the capability to manage user accounts, including setting access permissions. - **Graph Creation:** The admin needs to be able to create visual representations of data. - **Data Viewing and Exporting:** The admin should be able to view all the data and export it to Excel for further analysis. Graphs Per Department: - **Data Points:** The graphs should focus on data from Sales, Expenses, Profit, and Number of Employees, using a rolling average approach for accuracy. - **Rolling Average Calculation:** The rolling average for the graphs should be calculated based on Manual Entered Data, per department. Additional Requirement: - **Formula Calculation...

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    I'm seeking a proficient data entry specialist to assist with my project. The task involves entering text data from various digital documents into a spreadsheet. Key project details: - The data consists of text only, no numbers or images. - You'll be provided with digital documents in PDF and Word format. - The main goal of this project is data analysis and reporting. Ideal skills and experience: - Proficient in data entry, with high accuracy and attention to detail. - Experience with data analysis and reporting is a plus. - Familiarity with handling text data from PDFs and Word documents is preferred. Your role in this project is crucial as the data you enter will be utilized for further analysis and reporting. If you have relevant experience and a keen eye for detail,...

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    I am looking to have a novel, written in Microsoft Word, converted into an audio-book, that can be published with one of the established audio-book publisher, who lists all published audio-books in Google Play, Hoopla, Chirp, , Scribd, Storytel, Kobo, Libby, Librivox, Audible, Spotify, Kanopy, cloudLibrary, Apple Books, Loyal Books. Key Components: - Conversion of a fiction into an audio-book Skills and Experience: Ideal candidates should have: -Experience in converting fictions into audio-books - Familiarity with fiction writing - Ability to guide the author in publishing the audio-book

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    ...expert to assist in the weekly extraction of both text and numeric data from PDF files. The extracted data will then need to be arranged in a specific format in an Excel sheet. Key Responsibilities: - Extract both text and numeric data from PDF files - Perform the data extraction on a weekly basis - Arrange the extracted data in specific columns and rows in Excel Ideal Candidate: - Proficient in using PowerAutomate for data extraction - Experience working with PDF files and Excel - Attention to detail for correct formatting of data - Ability to meet weekly deadlines - Strong communication skills to verify data accuracy Please find attached pdf (extract) example (there is 5 different templates to use) & excel (input). Looking forw...

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    I'm in need of a highly skilled AWS OCR specialist to help extract data from a large number of PDF invoices. We intend to export the extracted data into an Excel (XLSX) file. All invoices follow a consistent format, as shown in the attached sample. All invoices have been scanned at 300dpi resolution with searchable OCR enabled." Key Requirements: - Proficiency with OCR technologies, particularly those integrated with AWS services (Textract) - Experience with extracting data from PDFs, especially invoices. - Ability to export extracted data into Excel format. The freelancer will supervise the implementation process on our PC. Due to confidentiality, access to the invoices will be provided remotely on my PC

    min $50 / hr
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    Requirement for Company graphic design such as MS office template. Sign boards holding. ID card parking sticker and other

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    I need a data entry operator who is proficient with intermediate level data entry tasks in spreadsheets. The primary task will involve entering data from digital files like PDFs and Word documents into spreadsheets. Key Responsibilities: - Accurately inputting data from digital files into spreadsheets. - Using formulas and sorting data within spreadsheets. - Ensuring the data is entered correctly and consistently. Ideal Skills and Experience: - Proven experience with spreadsheet data entry. - Proficient in using formulas and sorting data. - Attention to detail and high accuracy levels. - Ability to work efficiently and meet deadlines.

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    ...automations in HA focusing on energy saving routines. - Special skills requested: Knowledge of organizing homeassistant configuration with packages, for easy deployment and tiding things up The project consists of the following phases: A. Finalize the in-room dashboard design (important and time critical) B. Finalize in-room operability (important and time critical) C. integrate HA with back-office for centralized management and monitoring (partly important, non-time critical) B. Further integration (PMS, BMS etc) and optimizations (non-important, non-time critical) Budget under discussion, depending on level of integration. A proven background in UI/UX design, familiarity with homeassistant technology, and experience in a hotel environment will be a plus. P...

    $803 - $1606
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    Need to redesign ERPNEXT UX with new design and structure. We need take inspiration from a reference ERp Microsoft Dynamics 365. Basically we need to redesign parent templates which will be used for mostly all screens in all modules.

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    I need a seasoned Excel Macro developer to help me create a macro to automate repetitive tasks and generate daily reports. Key Requirements: - The macro needs to be compatible with Excel 2016, as this is the primary version I'm working with. - I'll need to run the macro daily, so it has to be stable and reliable for consistent use.

    $6 - $45
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    I'm in need of a high-detail 3D model for my duplex house, including the living room, bedroom, kitchen, and office. The model should embody a modern design style. Key requirements: * The model should capture the layout of the house accurately, including all the specified rooms. * It should be high-detail, meaning that it should include furniture and textures that are fitting for a modern design. * The design style to be followed is modern, so the freelancer should have experience and skill in creating modern interior designs. Ideal skills and experience: * Proficiency in 3D modeling software. * Interior design experience, particularly in modern styles. * Attention to detail to accurately represent the layout and furniture. * Previous experience in creating high-detail 3D mode...

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    Necesito una herramienta de back office Saas desarrollada con herramienta sin código. La herramienta debe tener varias funcionalidades cómo: (1) - REGISTRO / INICIO DE SESIÓN DE USUARIOS (2) - CONFIGURACIÓN DE PLANTILLA PARA ENVIAR MENSAJES AUTOMATIZADOS POR WHATSAPP (3) - BACK OFFICE COMPUESTO DE: - (Calendario - cómo si fuera google calendar, pero con possiblidad de escoger el trabajador que quieres agendar) - "autoagenda" : cómo si fuera un calendly para que los clientes se puedan autoagendar en la agenda creada - gestión de contactos - dashboard informativo ...

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    ...Woocommerce site. The plugin should incorporate: 1. The tax office field will be field type selection. 2. The tax office field will be used on the My Account>Billing Address and Checkout page. 3. Tax office area will be defined on a country basis. 4. When the billing_invoice_type field value is Individual, it will display "Valid for corporate invoices". The tax office field will be readonly. 5. If the tax office is not defined for the selected country, the message "Not available in your country" will be displayed. The tax office field will be readonly. 6. The Tax Office field will only display the selected values for that country if the invoice type is "Company" and the tax office is defined for th...

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    I'm seeking an experienced MS Excel specialist for a freelance data analysis job. Key Responsibilities: - Execute thorough data analysis using Excel. - Generate actionable insights from the data. - Prepare and present reports based on findings. Ideal Candidate: - Proficiency in MS Excel. - Proven experience in data analysis. - Strong analytical and problem-solving skills. - Excellent attention to detail.

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    I need a meticulous and detail-oriented freelancer to assist with numerical data entry for the purpose of data analysis. Key Requirements: - The data you'll be working with is in a digital format, mainly in Excel and CSV files. - You will be responsible for accurately entering this numerical data. Ideal Skills and Experience: - Proficiency in Excel and data entry. - Experience with numerical data analysis. - Attention to detail and accuracy. - Ability to work with large sets of numbers efficiently.

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    I'm looking for an experienced professional to help me install a Domain Validation (DV) SSL certificate on my website hosting server. Key Requirements: - Install a Domain Validation (DV) SSL certificate - Experience and technical knowledge in SSL certificate installation on website hosting servers I already have the SSL certificate, so the main task will be the configuration and installation. Attention to detail and ensuring a smooth transition to HTTPS is crucial. Looking forward to working with a skilled individual who can get this done efficiently.

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    ...and intangible assets, as well as financial assets. - The Ultimate Goal: The primary objective of this project is to implement robust asset management practices via a comprehensive depreciation forecast. I'm seeking a professional with: Creating a excel spreadsheet that i can download my asset register into and then have the worksheet calculate future annual depreciation say to 10 years. But also allow the ability to have the individual assets to be revalued either an increase or decrease in the original asset cost. This would mean the excel sheet would need to be able to take into account prior accumulative depreciation and adjust in the year we are currently reporting in. The attached file is current assets as at 30th June 2023. No depreciation has ran fo...

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    I'm in need of a freelance job, specifically requiring assistance with Excel. This project is tailored for someone with experience in the following areas: - **Excel Expertise**: I'm looking for someone who is proficient with Excel, especially in handling data analysis tasks. The ideal candidate should be comfortable with manipulating large data sets and extracting key insights from them. - **Data Analysis Skills**: A strong background in data analysis is crucial. You should be able to interpret data, identify trends, and provide meaningful conclusions based on your analysis. - **Attention to Detail**: As this job involves working with data, high attention to detail is a must. The ability to spot errors or irregularities in data sets is crucial to the succe...

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    I'm in need of a skilled accounting professional who can seamlessly handle a variety of accounting...bookkeeping, financial analysis, and tax preparation. Key Responsibilities: - Timely and accurate bookkeeping: Keeping track of all financial transactions. - Perform financial analysis: Analyzing financial data and creating financial models to support decision-making. - Tax preparation: Preparing and filing tax forms in a timely and accurate manner. Ideal Skills and Experience: - Proficient in Excel, Tally Prime, and Zoho Books. - Strong understanding of bookkeeping, financial analysis, and tax preparation. - Prior experience with daily accounting tasks. - Excellent attention to detail and organizational skills. - Strong communication skills and ability to work efficiently an...

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    I am in need of a custom shippi...Skills and Experience: - Proficiency in Wordpress and WooCommerce - Experience in developing custom plugins - Knowledge of API integration - Strong understanding of e-commerce and shipping processes ////API DOCUMENTATION : ENVIRONMENT : TEST SERVER API TOKEN : cf3c46a2d003ac66c412673ba38dca3b END POINT : Address code/Storecode: For Ex : scj office NOTE: - It's recommended that clients must first do their R&D using test server API key and endpoint and only after a successful integration they must move using Production Key.///// The ideal candidate will be able to create a seamless and user-friendly experience for both customers and our team. Please provide examples of similar projects you have worked on.

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    ...an existing Excel calculator into a web-embeddable format for integration on our website. The calculator should perform basic arithmetic operations and allow user input for the calculations. At the moment the user has to imput the item being stored and the size of the shed and it will tell them how much it can store of that item. We want this reversed and the user will put in the item they want to store and how much they want to store and it will calculate the size the shed will need to be. Key Requirements: - Convert an existing Excel calculator to a web-embeddable format - Ensure it performs basic arithmetic operations - Allow users to input values for the calculations - Optimally integrate the tool within our website Ideal Skills and Experience: - Proven experience ...

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    I need a talented artist and copywriter to create two persuasive sales pages. These pages will showcase two of my products, aiming to convince both potential customers and licensees of their value. Specific responsibilities will be: - Creating a photo-realistic 3D rendering of each ...copy that effectively communicates the value of the products, but more importantly - it sells the benefits (not the features). Ideal candidates should possess: - Excellent 3D rendering skills - Experience in persuasive sales copywriting - Understanding of how to appeal to both customers and licensee parties - Previous success in converting sales pages. This is a wonderful opportunity if you excel in merging artistry with persuasive sales copy. Let's increase the perceived value of these pro...

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    52 sheet for 52 week needs to contain mon-Friday. I will register everydays expense on that.

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    We are an emerging trading company, dealing in top quality bio-degradable disposables. We are growing in the Singapore market and looking for a dynamic individual with some level of experience in Sales and Business Development. Note: This position is remote working and will involve tr...relationship with customers for long-term engagements. • Regular follow ups with the customers to understand their concerns and feedback. • Proactively seek new business opportunities in the market. Requirements and skills: • Proven work experience as a Business Development Representative, Sales Associate, or similar roles. • Excellent communication and negotiation skills. • Experience working on Microsoft Office. • Willing to work on hourly basis. • Profic...

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    I'm in need of a seasoned web scraping expert to help me extract website URLs from and compile them into a spreadsheet. Key Requirements: - All extracted URLs should be neatly compiled and organized in a spreadsheet, which will be our primary delivery format. Ideal Skills and Experience: - Proficient in web scraping techniques and tools - Experience in creating web scrapers that output into spreadsheet format - Attention to detail to ensure all URLs are accurately extracted.

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    I need a document formatting specialist with proficient experience in Microsoft Word. Tasks include: - Adjusting margins and layout within the document, for a polished and professional appearance. - Inserting tables and graphics to enhance the presentation and display of information. - Applying styles and formatting text, utilizing Serif fonts (like Times New Roman) for consistency and readability. - Crafting a unique and eye-catching cover page design. - Document is 105 pages The ideal freelancer will have an eye for design and great attention to detail. Strong knowledge in Microsoft Word and experience in document styling are key for this job.

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    I am in need of a professional who h...of all tasks related to a Milestone - similar to Task path function for predecessors. The ideal freelancer for this project should possess strong skills in VBA and Microsoft Project. They should have a proven track record in automating and streamlining reporting processes. Previous experience in project management reporting is ESSENTIAL. I'm looking for someone who understands project progress reporting and can deliver efficient, accurate results. If it turns out that it is not possible to achieve the type of reporting in MS Project then i will consider outputting the data to Excel, and creating suitable dashboards in Excel. (I might also later on ask to repcate these dashboards in Powerbi, but at the current project we d...

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    ...Assignment 1. Dataset and Topic Selection: Choose any publicly available dataset that interests you, whether related to environmental issues, public health, economics, sports, finance, real estate, or any other field. The key is to select a topic that allows for insightful data analysis and storytelling. 2. Tool Selection: You can use any data visualization tool you are comfortable with, such as Microsoft Excel, Power BI, Tableau, or others. 3. Dashboard Creation: Design a dashboard to be informative and visually engaging, using a variety of charts, graphs, and visual elements to convey critical insights effectively. The dashboard should be structured to communicate the story or analysis, making it easy for viewers to understand and derive conclusions. 4. Video Presentatio...

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    Dear Candidate, As described in the title, this task requires that you reasearch medical centres (also called general practice medical centres, family physician clinics, clinics) and find out who the owners of these clinics are are using internet research. You will have to be fluid with excel, online reasearch tools. This is a posting for a long-term VA who can perform various forms of online research and other tasks. Personal attributes required: 1. Speed and efficiency in online research. 2. Attention to detail and complete accuracy in all tasks. 3. Punctuality and ability to meet deadlines. 4. Ability to read/follow instructions carefully with attention to detail. Successful candidates will be required to complete two test works before the project is awarded. 1. Watching i...

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    ...are particularly interested in monitoring three key data sets: - Patient volume - Revenue - (PPC) This data need to be updated and reported on a monthly basis, presented in an accessible and understandable way for our administrative team. The reporting format we require is spreadsheet, so proficiency with Excel or a similar program is a necessity. Ideal candidates for this job would have: - Strong data analysis skills - Previous experience with financial and PPC data - Proficiency in Excel or similar spreadsheet software - Ability to deliver monthly updates in a timely manner Through this analysis, our goal is to gain a clearer understanding of how patient volume, revenue, and PPC are impacting our clinic and individual doctors' performances and de...

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    I'm seeking a skilled AI developer to create versatile AI ...functions. - Proficiency in Python, Java, and JavaScript preferred, but other languages are acceptable if they are more suitable for the task. - Familiarity with TensorFlow, PyTorch, and Microsoft Cognitive Services is beneficial, but not mandatory. Ideal Skills and Experience: - Strong background in AI development, including experience in building chatbots, recommendation systems, and data analysis tools. - Proficiency in Python, Java, and JavaScript, with a willingness to adapt to other languages as needed. - Ability to work with various platforms and frameworks, with a preference for TensorFlow, PyTorch, and Microsoft Cognitive Services. - Strong problem-solving skills and the ability to work independently ...

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    we have 645 pages in the attached Excel spreadsheet that we need to write 150-200 words about the product as content for each page.

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    I am in need of an Excel expert who can assist me predominantly with data analysis tasks. More specifically, the ideal individual should be adept at: - Utilizing Excel effectively with the @Risk add-on, - Performing a Monte Carlo simulation to analyze risk, - Wielding strong analytic capabilities to interpret and communicate the simulation's results. The task will require a deep understanding of data analysis techniques, a keen eye for detail, and fluency in data visualization. This role is perfect for seasoned Excel professionals with past experience in risk analysis and simulation.

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    Hi, I want to create a proof-of-concept of a model that can search and retrieve information using microsoft document intelligence api with python code. As its a proof-of-concept a simple dummy dataset should suffice. My aim is to create a proof-of-concept for an Azure Ai Doc model that analyzes contracts and stores the output in a format that can be searched with using certain keywords.

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    I am looking for an expert in data analysis and excel who can compile specific data for certain doctors in our clinic. The data metrics required include: - Volume - Revenue - (PPC) The data should be organized both doctor-wise and clinic-wise for effective comparison and understanding. You should be able to present the data in an easy-to-understand, concise and visually appealing manner. Key skills required for the project include proficiency in: - Data analysis - Excel data manipulation - Understanding of PPC metrics - Attention to detail Experience in health-related data analysis would be a plus. Sub-headings should be WOW (week over week), MOM (month over month), MTD (month to date), and YTD (year to date), reflecting the volume, revenue, and PPC for each particular ...

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    I am looking for an expert in data analysis and excel who can compile specific data for certain doctors in our clinic. The data metrics required include: - Volume - Revenue - (PPC) The data should be organized both doctor-wise and clinic-wise for effective comparison and understanding. You should be able to present the data in an easy-to-understand, concise and visually appealing manner. Key skills required for the project include proficiency in: - Data analysis - Excel data manipulation - Understanding of PPC metrics - Attention to detail Experience in health-related data analysis would be a plus. Sub-headings should be WOW (week over week), MOM (month over month), MTD (month to date), and YTD (year to date), reflecting the volume, revenue, and PPC for each particular ...

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    I'm in need of an Excel VBA expert who can assist me with writing macros and automating data entry in my spreadsheets. The primary goal of these macros is to automate the data entry process and streamline the subsequent data analysis tasks. Key project requirements: - Building custom macros: I need help with building macros that can automate data entry tasks and facilitate data analysis. - Data analysis focus: The macros should be designed to support data analysis, particularly with a focus on data visualization. - Expertise in Excel VBA: Proficient in Excel VBA is a must, with a proven track record of designing and implementing complex, data-focused macros. - Understanding of data analysis: A strong understanding of data analysis is crucial to ensure the macros ...

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    I need an expert in Microsoft Excel to create a functional, cleanly-designed household income and expenditure sheet from scratch. This task involves: - Data entry: This household finance sheet should allow for comprehensive tracking of earnings and spendings. - Formulas and calculations: The spreadsheet should automatically compute totals thereby providing a real-time, holistic view of my financial landscape. - Formatting and design: The sheet should be intuitively organized and visually appealing for ease of use. I haven't decided on a specific template yet, so there's an opportunity to be creative and propose a clear, easy-to-understand format. The sheet should have a basic level of detail, categorizing different types of income and expenditure, but with...

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    I am currently seeking a knowledgeable, results-driven telesales representative for my established business. Your p...primary focus will be on cold calling potential customers to bolster relationships and generate new leads. Essential Skills and Experience: - Native proficiency or near native in English - Proven experience in telesales - Excellent communication and negotiation skills - Ability to handle sales rejection - Capable of meeting or exceeding sales goals - Strong knowledge in CRM tools and Microsoft Office In this role, you should demonstrate initiative, be persuasive, and able to generate interest in our product or service. We are looking forward towards an energetic professional who will be generating sales to meet our business goals. High value product and ...

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    I'm looking for a professional who specializes in web scraping to gather email addresses from restaurant websites across Austin, Houston, San Antonio, and Dallas. Key Points: - The primary focus will be on collecting email addresses, not other contact information such as phone numbers or contact names. - The end product should be an Excel spreadsheet. Some key skills and experiences that I'm looking for: - Proficient in web scraping and data mining - Attention to detail to ensure the accuracy of the collected email addresses - Familiarity with the restaurant industry would be a plus This data is going to be used for email marketing purposes, so the accuracy and completeness of the data are essential. The successful candidate will be able to provide this data in ...

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    Hi, I am a Civil Engineer with 20 years of expe...Management from Amman-Jordan. I am now seeking a role that will allow me to leverage my skills and expertise while advancing my career to the next level. I am particularly interested in positions that offer leadership opportunities in innovative projects in the Gulf region (Saudi Arabia, UAE, Qatar, etc....), My background in Civil Engineering combined with a PMP certificate uniquely positions me to excel in roles that demand technical and professional skills. The milestone for this project will be to land a new job position, I'm open to discuss any suggestions on how to work this out. Attached a copy of my CV. Thank you for considering my request. I am eager to embark on this journey with your guidance and support. Best r...

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    I need support in adapting my Excel sheet into a DataFrame, geared towards reporting purposes. While the Excel sheet structure is not concrete, the relevant columns to be extracted and placed in the DataFrame tend to be A, B, and C. However, I'm undecided at the moment on whether this extraction process should be manual or if the system should automatically detect and save the columns. Ideal Skills and Experience: - Expertise in Excel and data analysis tools - Experience in creating data frames for reporting purposes - Ability to advise on manual versus automatic extraction.

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