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    I'm in need of a realistic rendering specialist who can create visually appealing renders of bakery cakes and pastries. Key Requirements: - Rendering: The renderings need to be as close to reality as possible, with high attention to detail. - Style: The preferred rendering style is realistic, ensuring the products look life-like and tempting. - Product Types: The bakery products to be rendered are specifically cakes and pastries. Aspects: - If you could capture a variety of angles for the renderings, it would be greatly appreciated. This could include the top view, side view, and isometric angles.

    $1 - $5 / hr
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    I'm in need of a skilled researcher to identify and connect us with suppliers who can provide high volumes of wholesale international minutes. Key Requirements: - Sourcing: You should have experience in supplier sourcing specifically within the telecom industry. Previous experience in sourcing wholesale international minutes is a plus. - Telecom Knowledge: A good understanding of the telecom industry is essential for this task. This includes knowledge of the different types of telecom supplies and how they are sourced. - Regions of Interest: African countries (List of destination countries to be discussed upon meeting) - Negotiation Skills: You will be responsible for negotiating rates for international minutes so strong negoti...

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    I need a desktop software designed to help me collate and manage Bible verses from the New King James Version (NKJV). Collation of 500 Most Popular Bible Verses We are developing a spreadsheet-based database of the 500 most popular New King James Version (NKJV) Bible verses and collation (into Excel or Google Sheets). The output must be in the NKJV and adhere to a strict protocol - The quotation - Source in a specified format (e.g. 2 Kings 3:2-5 - Maximum 55 words Extensive source material is available online, and we encourage the use of existing source material, with the primary emphasis on the collation/assembly into the required format. We are happy to answer relevant questions for clarification. Ideal Skills: - Native English - Familiarity with the Chr...

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    ...scraping project completed on multiple websites. - TASK: The task involves scraping text content from: Google searches: Commercial Real estate agency Saudi Arabia Commercial Real estate agency UAE Commercial Real estate agency Qatar Commercial Real estate agency Kuwait Commercial Real estate agency Bahrain I have made a start to the spreadsheet with a template for each of the regions which can be continued to be filled in. In the Google searches, just take the first 3 pages with the main agent listings and see what agent names/ email addresses you can find. - DATA REQUIRED: The primary data needed is text content. - TIMELINE: This is a one-time task, with no ongoing scraping requirements. Skills/Experience: - Proficiency in web scraping,

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    We are developing a spreadsheet-based database of the most popular English quotations (or English translations), and are looking for a researcher with native English language skills who can identify and collate (into Excel or Google Sheets) the following requirements, providing the quotation, the author, and the source document (if available): - 1,000 most popular quotations from literature (prose and poetry), excluding Bible quotations and the works of William Shakespeare - 500 additional most popular English language quotations in addition to the above (from non-literary sources - 200 of William Shakespeare’s most popular quotations Maximum length of each quotation is 55 words. Extensive source material is available online, and we encourage the...

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    I need an experienced data entry freelancer who can assist with a high priority task. The project involves inputting data into an Excel spreadsheet and carrying out online data entry tasks. The ideal candidate will be proactive, detail-oriented, and able to work efficiently with minimal supervision.

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    I am in need of someone adept in Excel and knowledgeable in medicine, especially in dosages and weight-based calculations. The challenging aspect of this project is to modify an existing locked Excel spreadsheet which is used to calculate dosages once a patient's weight is entered. Tasks involve: - Updating the dosages of specific medications based on the guidelines I have on hand. - Modifying the weight-based formula in alignment to these dosage updates. Skills and experience: - Proficient in Excel and worksheet protection - Comprehensive understanding of medical dosages - Experience or understanding of weight related dosages calculations. I will provide the necessary medication and dosage guidelines to the successful bidder fo...

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    I'm looking for a skilled developer to design and build an AI-integrated Learning Management System (LMS) that focuses o...able to assess the user's strengths and weaknesses and recommend a customized learning path. - Skills Assessment: Users should be able to conduct self-assessment tests to gauge their learning progress and understanding. The content that will be included in the LMS comprises text-based courses, video lectures, and interactive quizzes. The system should be able to manage and deliver these content types effectively. This project requires a developer with a strong background in AI integration, LMS development, and user experience design. Experience in creating adaptive learning systems, skills assessment modules, and content management systems within an ...

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    I am in need of a seasoned SEO professional who specializes in off-page optimization, particularly link building. The specific focus of this project is to build links on educational or government websites to drive targeted traffic to my site. Key Objectives: - Emphasizing on educational and government sites: As an SEO expert, you should have a proven track record of success with link building on these types of sites. - Quality over quantity: I value high-quality backlinks over sheer volume. Your work should be focused on getting me links from reputable and authoritative sources. - Drive targeted traffic: The primary goal of this activity is to increase the amount of targeted visitors to my site. You should understand the importance of...

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    I need a reliable and methodical eBay spec...account management for over 100 items. Both physical and digital products are included, so it's essential for this role to be able to handle various types of merchandise. Key Responsibilities: - Accurate and efficient listing of products, ensuring all information is complete and presented attractively - Regularly reviewing, updating, and optimizing listings for improved visibility and increased sales, utilizing your understanding of SEO - Overseeing inventory management system to ensure product availability and prevent overselling Ideally, you'll have prior experience with managing large inventories on eBay and possess a keen understanding of the eBay SEO algorithms. Attention to detail and excelle...

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    I'm in need of a Python application that can connect around 200 Android and iPhone devices to a PC via USB cables, allowing me to perform various automated tasks and workflows on them. Key Requirements: - **Bulk Control**: The app should be able to interact with all connected phones simultaneously. I should be able to create and assign tasks to each phone individually, or define tasks that apply to all devices. - **Task Automation**: I need the app to automate several types of tasks, which include: - Web browsing or searches: The app should be able to instruct the phones to browse certain websites or perform specific searches. - App testing or usage: The app should be capable of launching and interacting with various applications on the phones. - Con...

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    I have a small LinkedIn network of less than 1100 connections and 1500 followers. I'm looking for someone who can help me consolidate their details into a neat spreadsheet with their emails. Key Requirements: - Extracting email addresses: You'll need to be able to extract the email addresses of my connections and followers. - Data presentation: Organize the data in a clear, logical manner which makes the spreadsheet easy to navigate. - Timeliness: I'm aiming for a quick turnaround on this project, ideally within 24-48 hours. Since I have explicit permission from my contacts to collect their emails, this project is ethical and should proceed smoothly. I'm looking forward to seeing how you can help me in this task.

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    I have 33x sets of product data in a spreadsheet. I need each product's specifications to be created in a standardized PDF format. The level of detail should include everything detailed on the spreadsheet. The data on the spreadsheet is broken down into the following sections, which must be reflected on the product specifications. - Production Information - Packaging - Pallet Configuration - Physical Data - Chemical & Microbiological Tolerances - Storage - Labeling You will be responsible for: - Creating individual product specifications from provided data. - Ensuring all specifications are formatted consistently in PDF format and include our company logo provided. - Include all the information provided in each product specification. Ideal ski...

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    I am in need of a machine learning expert who can develop a model for table detection. The model should be able to run on various types of images, including scanned documents, natural images, and synthetic images. Key Requirements: - I'm looking for a 'moderate' level of accuracy in the table detection (80% - 95%) across various image types. - Please incorporate Convolutional Neural Networks (CNN), along with Support Vector Machines (SVM) and Random Forests in the model. Ideal Skills and Experience: - Proven experience in developing and implementing machine learning models, particularly in image processing and object detection. - Proficiency in working with Convolutional Neural Networks (CNN), Support Vector Machines (SVM) and Random For...

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    I'm seeking a skilled web developer to build a visually appealing and user-friendly donut merchandise website with an e-commerce functionality. Key Sections: - **History of donuts** - **Types of donuts** The primary goal of the site is to **showcase and sell** donut merchandise, so I need a developer that can create a seamless online shopping experience. **Experience matters:** - Proficiency in e-commerce website development, particularly with product display and checkout functionality. - Understanding of CMS systems for future maintenance of the site. - Creative design capabilities to make the site visually appealing and engaging for users. Please note that I need this project completed **ASAP**. If you're confident in your skills a...

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    I have a WooCommerce pet food dropshipping website linked to a warehouse FTP spreadsheet containing around 8 thousand products. I need technical development for inventory synchronization with the warehouse FTP spreadsheet on a hourly basis.

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    Website Designers -- 5 4 days left
    VERIFIED

    I'm in need of skilled website designers. I'm seeking a professional web designer to create a website for my business. The site will serve as a platform for me to showcase my work or services, share information with visitors, and potentially sell products in the future. You must be experienced in creating websites that are visually appealing, easy to navigate, and optimized for both desktop and mobile devices. Your work should be clean, modern, and aligned with current design trends. Please note that I haven't finalized the website's purpose yet, so your expertise in different types of websites (e-commerce, blogging, portfolio, etc.) will be highly appreciated. Your ability to work with me to develop a color scheme or adhere to existing brandin...

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    I'm in need of someone skilled in creating simple woodworking projects. I'd like to produce an easy-to-assemble wooden reindeer kit that is small in size, around 1-2 feet when fully assembled. - Skills & Experience Needed: - Expertise in woodwork and product design - Experience designing DIY kits - Knowledge of safe, light, and durable wood types for DIY crafts Your task will be to design, prototype, and provide assembly instructions for this DIY wooden reindeer kit. The final product must be something that even a woodworking beginner can assemble with ease. Please ensure that the finished reindeer should not exceed 2 feet in height. The design should be unique, creative and, of course, appearing like a lovely reindeer. This project ...

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    ...e-commerce application for ReelShop. It will be a platform where users can purchase a variety of products. Key Features: - User registration and login - Product search and filters - Shopping cart and checkout Product Type: - The application will offer a range of products for sale. This may include clothing, electronics, and home decor among other items. Integration: - No third-party payment gateway integration is required at this point. Ideal Skills: - Proficiency in e-commerce application development - Experience with user registration and login systems - Understanding of shopping cart and checkout functionality - Previous work with search and filter mechanisms - Knowledge of different product types and how to display them effectively - Suitable e...

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    I have a 1-page Excel spreadsheet with 9 text columns that need to be merged. I'm looking for someone who can start this job immediately and has experience in Excel data manipulation and formatting. Please only bid if you can do this job immediately and I will award and give you the file.

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    I'm looking for a talented graphics designer to create engaging visuals for a series of signage projects. These include outdoor signs, indoor signs and vehicle wraps. The primary goal of these designs is to enhance our brand and promote our services. Unfortunately, I wasn't able to specify a preferred design style, but I'm open to suggestions based on your professional expertise. Ideal Skills: - Deep understanding of graphics design principles - Experience in designing for various types of signage - Creativity and versatility in design style - Strong understanding of branding and promotional strategies.

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    I'm looking for a Unix shell scripting expert to help me with my project. Here's what's required: - Automating file transfers: I need a script that can download specific file types from a directory on my server and then upload them to an SFTP server. - Handling specific file types: The script needs to be able to recognize and transfer only files of specific types, rather than all files in the directory. Ideal skills and experience: - Proficiency in Unix shell scripting - Experience with SFTP - Expertise in handling specific file types in scripts - Familiarity with file transfer automation - Good communication and problem-solving skills If you feel you have the required skills and experience, please reach out. Thank you!

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    I'm in need of a skilled individual who is proficient in CLO3d software. This project is personal in nature, involving the creation of 2 garment patterns - a sweatshirt and a pant, which need to be simulated in CLO3d. Key Project Details: - I will provide you with an image of a specific sweatshirt and pant that I would like you to replicate on CLO3d. - You will need to create the garment patterns and simulate them in CLO3d. - I'll also specify the fabric types for each garment, based on the design. Ideal Skills and Experience: - Proficiency in CLO3d software. - Experience in garment pattern making. - Ability to efficiently simulate designs in CLO3d. - Good communication skills to understand and implement specific fabric types as per given ins...

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    I'm seeking a developer who can help me resolve an issue that the google pay button doesn't appear when the allowed auth method is CRYPTOGRAM_3DS. Thank you,

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    I need a professional to handle incoming calls from potential real estate buyers. - Your role is performing cust...service and collecting information about their buying preferences. - The ideal candidate will answer less than 10 calls per day as needed for 8 hours. 5 days per week - some days will be less than 5 calls - You will need to collect the following from each call: - Buyer's contact details. - Property preferences: type, location, budget. - Timeline for their purchase. - Specific property types my buyers are interested in are: - Residential Homes. - Apartments/Condos. This position requires excellent communication skills, a good telephone manner, and the ability to understand and collate key information. Experience in real estate or sales is an a...

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    ...generation of health professionals across medicine, pharmacy, nursing and midwifery, laboratory technology, radiography, and other allied health professionals. Objectives The primary objective of this project is to develop a comprehensive branding strategy and implementation plan for Africa Health Sciences University (AHSU). The key objectives include: Develop a new brand identity that aligns with the vision and values of Africa Health Sciences University. Create brand guidelines encompassing visual identity and messaging. Develop a phased implementation plan outlining the steps and timeline for the branding process. Execute the branding across various touch points including signage, marketing materials, digital platforms, and internal communications. Scope of...

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    I'm looking for a reliable data entry specialist to help me with entering a medium amount of data into a spreadsheet. The data consists of both numeric and text data. Key Responsibilities: - Accurately enter a medium amount of data into a spreadsheet - Handle both numeric and text data appropriately Ideal Skills and Experience: - Proven experience in data entry - Proficiency in handling both numeric and text data - Attention to detail to ensure accurate entry - Familiarity with spreadsheets - Reliable and able to meet deadlines I'm looking for someone who can deliver quality work within a reasonable timeframe.

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    I need a freelancer to help me type text from digital files to an Excel spreadsheet. - The data you will be typing is textual in nature, with the content coming from digital files. The final output should be an organized and error-free Excel spreadsheet. - Attention to detail is crucial. The ideal candidate for this job will have experience with data entry, exceptional typing speed and accuracy, and a track record of working efficiently with digital text and Excel. Please be sure to include any relevant experience and your estimated timeframe for completing this task.

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    I'm looking to bring my ceramic tile project to life, but I need some help with the creative aspects. I've left the type of tiles and primary application open as I’m more focused on getting the right design assistance. - Seeking: An expert in ceramic tiles with a creative flair. - Assistance with color and pattern selection to create a unique aesthetic. - Open to discussing the use of tiles for varied applications. Ideal Candidate: - Experience with interior design, especially with ceramic tiles. - Strong portfolio showcasing diverse color and pattern choices. - Consultative approach to client requirements. - Ability to advise on different tile types regarding suitability for potential applications (residential, commercial, industrial). Essentially, ...

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    Data Entry 4 days left

    Data Entry Project - I am looking for a freelancer who can assist me with typing work. - The project involves entering data into a spreadsheet or a database. - The ideal candidate should have excellent typing skills and attention to detail. - There is no specific software preference for data cleaning, so the freelancer can use Excel, Python, or any other tool they are comfortable with. - The dataset contains 100-500 records or entries. - The project requires accuracy and efficiency in data entry. - Experience in data analysis would be a plus, but not mandatory. - The freelancer should be able to complete the task within the specified timeframe. - Good communication skills and the ability to follow instructions are important. - This is a one-time project with the potential for futur...

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    I am looking for a proficient software developer to build an all-inclusive student fee management software. Key Features: • Ability to track multiple types of student fees • Capability to generate detailed fee reports • An automated reminder system. The software must smoothly integrate with our existing systems which include the school management system, attendance system, and our accounting software. Ideal Skills: • Experience in educational software development • Strong background in systems integration • Skilled in automation and report generation.

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    ...making my brand more visible, generating leads, and forging stronger connections with our audience. The platforms to be managed include Facebook, Instagram, Pinterest, Youtube, and LinkedIn. Operating as much more than just a 'poster of content', the ideal candidate will also: - Create unique and engaging content that resonates with our audience. - Foster an active and engaged community, responding to comments, and driving discussions. - Provide analytics and reporting to monitor the success and reach of different content types and campaigns. The ultimate goal of this project is to generate leads. Therefore, special consideration will be given to those with a proven track record in converting social media engagement into tangible leads. Your propo...

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    I have bank statements from Bank A that I need converted into an Excel spreadsheet. The specific transactions you'll be dealing with are both deposits and withdrawals. Here's what I need: - A thorough and meticulous translation of each individual transaction: both deposits and withdrawals. - Once this data is entered into the spreadsheet, I need you to sort it by transaction type. This role requires expertise in Excel and a keen eye for detail is essential, as the integrity of the data will be paramount. Knowledge about financial transactions, specifically deposits and withdrawals, will be useful. A background in bookkeeping or accounting will also be a plus.

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    I'm looking to leverage Azure document intelligence prebuilt models and train models to extract data from a variety of tax and financial documents. The extracted data needs to be exported into a Google spreadsheet. Additionally, I need an interface for users to easily upload these documents. Key Requirements: - Extract data from various financial documents: primarily focusing on Expense reports, W-2 forms, credit card statements, 1099s, and annuities. - Extract specific data from credit card statements such as Transaction amounts, Merchant names, Transaction dates, and also the ability to convert currency and combine rows. - Extract specific data from bank statements like Account balances, Transaction descriptions, and Check numbers. Ideal Skills and Experience: - Pr...

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    Hi Danish, As discussed in the chatbox of Project ID: 37809256, this project is to continue ‘The Work’ per the attached MoU dated 2023-11-17, which notes the anticipated services from you, the Social Media Account Manager and Marketer. Please read through the MoU again, and if you are happy with everything in the MoU, accept this project ASAP. Once accepted, we will create the milestone ($60/m) so you can continue working. An advertising budget ($30/m) will be allocated from next month. Thanks.

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    I'm looking for a skilled freelancer to develop a customized net worth spreadsheet. This spreadsheet should enable me to meticulously track my financial progress across various categories. Key Requirements: - The spreadsheet should allow me to input and monitor: - Investments (especially individual stocks) - Debt - Savings - Income - Expenses - Other category for miscellaneous expenses or income - I require a simple, user-friendly design that makes manual data entry easy and intuitive. Skills and Experience: - Proficiency in spreadsheet software such as Excel or Google Sheets is essential. - Experience in financial tracking and net worth management is highly beneficial. - Understanding of stock market, investment tracking, and basic...

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    I'm looking for a skilled web developer to create an arcade-like website featuring various slot machine games. The website should allow for user management, token distribution, and login capabilities. Here's the breakdown of the project: - **Website Development**: Your primary focus will be on building an arcade-style website similar in concept to As such, a solid understanding of web development is a must. - **Slot Machine Games**: The heart of the website will be the slot machine games. I'm looking to incorporate a variety of slot types, including classic slots, video slots, and progressive slots. Experience with online gaming platforms and slot machine game development would be a huge plus. - **User Management & Tokens**: The web...

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    I am looking for a freelancer who can help me sign my restobar business on Grab Food app by creating a menu template on MS Excel. The menu is currently available as a picture and needs to be converted into a simple spreadsheet format that meets Grab's requirements. Key Requirements: - Convert picture based menu into an Excel sheet for Grab Food app - Keep the menu descriptions short and simple - No need for special formatting or design elements, just plain text Ideal Skills: - Proficiency in MS Excel - Accurate data entry skills - Familiarity with food service industry or Grab Food app would be a plus

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    I'm looking for a qualified attorney to represent me as I seek justice for multiple types of fraud that were committed against me in Pennsylvania. I currently possess considerable evidence and documentation supporting my claims. Core Legal Matters: - Deprivation of rights under color of law - Executor fraud - Conspiracy to commit estate fraud - Real estate fraud - Tax fraud - Mail and wire fraud This case will involve local court proceedings. Therefore, experience and capabilities in this environment are essential. Ideal Skills: - Expert knowledge of estate and real estate law - Previous experience with fraud cases - Proven track record of successful litigations - Ability to work in local court proceedings in Pennsylvania I'm high...

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    I'm in need of a digital marketer who can assist with content creation and promotion, as well as SEO optimization. Our primary goal is to solve task given Key Responsibilities: -Follow task description (will be provided - instructions + examples + a lot of details) - high quality references - attention to detail (NO AI CONTENT) Ideal Candidate: - Proven experience in content marketing and SEO. - Proficient in tools like Google Analytics, SEMrush, and Ahrefs. - Strong understanding of various content types and how they affect SEO. - Creative mindset with the ability to generate fresh, compelling ideas. The client skipped the question regarding their target audience. Please consider proposing a strategy that can cater to a broad demographic.

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    I have a mathematical problem related to a video game that I cannot solve. I'm offering 100 dollars to anyone who comes up with a solution, and makes a simple calculator with the solution. The problem is described in this spreadsheet. Please read it before contacting me. https://docs.google.com/spreadsheets/d/1b7J3gmEsKXdg5S7edLrwDv4Xyf8yO0hpFWip2y11bOg/edit#gid=0

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    ...representation of a house from a popular cartoon TV show( Bluey). My priority is for a full house interior layout( furniture optional) , with a close approximation to the on-screen changes throughout show so exact duplicate is not sought. The project is for non commerical purposes(gift for daughter to walk through in vr ) Attached are some ref photos but not complete a internet search will provide imagery or i can provide upon request. (Price is negotiable.) Ideal Candidate: - Experience in creating cartoonish, yet detailed, 3D models - Stylized and colorful artwork portfolio - Previous experience in architectural 3D modeling, specifically houses - Excellent attention to detail - Strong communicator, able to provide updates and progress This job requires a unique blend of...

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    ...and wildlife-inspired illustrations, capturing the essence of the Patagonian landscape. - An adeptness in sports and triathlon-themed designs will be a plus. These should resonate with the spirit of our extreme triathlon event. - You will be designing for a collection that includes t-shirts, hoodies, and hats, and must be able to adapt your designs to suit each of these items. - The preferred color scheme is earth tones; think browns, greens, and blues. Your task is to ensure that the colors you use reflect the natural beauty of the Patagonian environment. Ideal Skills and Experience: - Prior experience in designing for similar events or sports merchandise. - Proficiency in nature and wildlife-inspired designs. - Strong understanding of color theory a...

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    Please use this spreadsheet: I will look over the work from Y, and give feedback before adding more files. You will find the file Y1929 under "files" in this project. Thank you.

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    I'm in need of a native English proofreader for an urgent project. The document is of moderate length, and I require a quick turnaround time. Key requirements: - Native English speaker with exceptional proofreading skills - Ability to work under an urgent deadline - Experience in proofreading a variety of document types Please state your availability and your rate. I would greatly appreciate if you could provide a sample of your previous work.

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    Needing a semi-annual price update on our extensive sewing thread inventory, which surpasses 200 different colors and types. This project requires keen attention to detail and strong organization skills to accurately track prices. Ideal Skills: - Strong numeracy and detail-orientated abilities. - Prior inventory and pricing experience in the textile industry is preferred. - An understanding of the variety and pricing of sewing threads.

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    ...need to use sales navigator and other tools to conduct effective data research. • Profile research: You will need to analyze and evaluate the profiles of the prospects you find and determine their level of interest, need, and fit for my business. You will need to use sales navigator and other tools to conduct thorough profile research. • Data filtering: You will need to filter and sort the data you collect based on the most relevant and important criteria. You will need to use sales navigator and other tools to perform accurate data filtering. • Data collecting: You will need to collect and organize the data you find in a spreadsheet or a database. You will need to use sales navigator and other tools to ensure data quality and consistency. &bul...

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    I'm seeking a detail-oriented freelancer for a text data entry project. The primary task is to input text data into a spreadsheet accurately. Additionally, these data must undergo sorting for seamless navigation and understanding. Key Responsibilities: - Text data entry into a spreadsheet - Implement effective sorting to organise the data Ideal Skills: - Proficient in Microsoft Excel - Strong attention to detail - Experience in data sorting techniques - Excellent typing skills The ideal candidate will possess a solid knowledge of Excel functionalities and data sorting. I look forward to connecting with passionate individuals eager to take on this task.

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    Data Specialist: The Data Specialist is responsible for providing information that is in databases, organizing and assembl...information so that teams can make decisions using data. Responsabilities: > Access database. > Create dashboards and analysis according to the demand of the business areas. > Update and automate dashboards that need frequent updating. > Provide suggestions of improvements in business areas. Requirements: > Mandarim is a must > SQL > Office Package > Database usage At Shein, we believe that diversity is the force that drives innovation. We are committed to creating an environment where all voices are heard, valued and respected. All our vacancies are inclusive for people with disabilities, women, black people, LGBTQIA...

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    Multi-scenarios Custom Sales Comm...Custom Sales Commissions Excel Spreadsheets Dashboards. Develop a bespoke Microsoft Excel spreadsheet to accurately calculate sales commissions. The specifics: - The variables: the spreadsheet to take into account the Sales Volume, the Profit, and the Commission Percentage while computing sales commissions. - Calculation specifics: Commission should be determined accurately according to custom formulas (using the previous variables) that considers the Commission Percentage. - Data input: The spreadsheet will be easy to use, allowing to manually input the data for calculation. This tool (Multi-scenarios Custom Sales Commissions Excel Spreadsheets Dashboards) will enhance efficient determination of commissions, hence accura...

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