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    ...R code. Strong Background in Statistical Analysis: You need a solid understanding of statistics, including probability distributions and data analysis techniques. Experience with Jupyter Notebook & LaTeX: Necessary for producing detailed reports that showcase all findings, analyses, and code. Analytical and Problem-Solving Abilities: Capable of dissecting complex data to extract actionable insights. Effective Communication: Ability to clearly communicate findings and explain complex concepts. Deliverables: Complete and well-documented R scripts for both projects. Comprehensive reports in LaTeX or Jupyter Notebook, including all analyses, code, and outputs. Separate files for R code, ensuring everything is easy to review and modify if needed. Thorough explanation of me...

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    THESIS As an experienced researcher, I'm examining the various pressures faced by freight forwarders in the small scale industries of Europe. In particular, I'm focusing on understanding: - The nature of these pressures, - Their impact on operations, - And how they're currently managed. My goal i...they're currently managed. My goal is not just to identify these strategies, but to understand their effectiveness. This will be a qualitative research and I need an in-depth investigation based on interviews, observations etc. Your critical thinking, research skills, and knowledge about European freight industry will be integral. Proficiency in qualitative research methodologies and excellent report writing skills are essential. Previous experience in freight ind...

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    I need a seasoned data visualization expert who can thoughtfully organize and present my survey information via a tabular form. The purpose is mainly the presentation of findings gathered from a survey containing 10-20 questions. The surveyed data is a mix of both quantita...data to guarantee comprehensive findings. The requirements for this project are: - Ability to interpret and visualize data of differing types - Experience in creating readable, effective tables for presenting survey results - Strong attention to detail. Your task will be to translate the raw data into an easy-to-understand table format that can effectively communicate the survey's findings. A report that can guide the audience to understand the details and the correlations of the provided input is hi...

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    I'm looking for an experienced developer to create a unique, bespoke WordPress theme based on pre-existing PSD files. The theme should be developed with PHP, HTML, JS, CSS, BS5 Grid, and ACF. I have 7 unique page/template designs ready. Key requirements include: - Converting PSD files into WordPress theme - Deep understanding of PHP, HTML, JS, CSS, BS5 Grid and ACF for WordPress - Creation of the theme according to specified requirements. - ALL content will be added by us. Key Points: 1: Bespoke WordPress Theme Build (PHP, HTML, CSS, JS) 2: Combination of the old WordPress WYSIWYG editor & ACF (Advanced custom fields). No blocks/Gutenberg or a theme page/builder etc) 3: Bootstrap 5 Grid (Mobile First etc) 4: Needs 1 x Custom Post Type “case-studies” 5: 7 Custo...

    $312 - $936
    Featured Sealed
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    25 bids

    It seems people do not read the requirements and conditions and once I start the trial, people are failing to perform. Also, too many bids from countries I do not desire; Pakistan, Bangladesh, India, etc. I need a freelancer from LATIN AMERICA only. I need close to EST time!! Furthermore, I need a BILINGUAL freelancer!! So READ before biding. I need a fully bilingual professional (I will interview in English via video) to do some tasks for my agency, such as: PR Outreach Social media Content editing or creating CRM management Email marketing Email scraping Researching Organizing data in spreadsheets Copywriting Basic Wordpress (change text, add a button, upload a file, etc) And others related to the position You must be a FAST learner, attentive to details, curious, with great wri...

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    I've already got a bunch of slides ready in PowerPoint that I use for corporate presentations. However, I need a talented designer to create a master template for me to streamline the process and ensure consistency throughout my presentations. Key requirements include: - Adapting current slide layouts: You ...master template. - Graphic Design and Branding: I'm looking for a freelancer with a strong background in graphic design and branding, who can apply my company's colors effectively and create a professional, visually appealing template. - Attention to detail: It's crucial that the template is consistent across all slides and reflects my brand accurately. If you have experience in creating master templates in PowerPoint, and can show me examples of your wo...

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    I am looking for a developer who has done a gym / class training management system previously. In brief, Front-end - calendar view - classes available / slots available for each classes - allow booking of classes - simple UI - class limit Admin - can create and manage classes - get report of the signups for the classes Non Members Users - can register as member - signup for classes without creating a membership - receive ticket pass - pay for class upon booking Members Users - Reload Credit - Book class with credit - cancel booking - credit expiry application must be mobile friendly. Ideal Candidate: - Experience in developing cloud-based management systems, particularly in the fitness industry, would be ideal. - Strong UI/UX design skills to ensure the system is user-frien...

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    I'm looking to test the scalability of my web application. The goal is to assess how the application performs when subjected to a significant load and to identify any potential bottlenecks. Specifically, I'm p...probing: - User interface functionalities - Database interactions For these tests, we'll simulate the activity of 100-500 concurrent users. This task would be best suited to a professional experienced in using JMeter for load testing web applications. Skills in web development would be advantageous, to help understand functionality and potential errors. Your deliverable is a detailed report with insights and recommendations on where and how the web application can be upgraded for scalability. Work location - North Bengaluru (North Bangalore). Rem...

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    Java Work Need to Complete 6 days left
    VERIFIED

    I need a Java expert who can do this work , Requirements details in You will submit: 1)Code zip file 2)Report 3)Write details code comments & clean code 4) Screenshoot & output video you must need to use Java programming language for this work Remember: you can't do anything outside this attached requirements . Must be complete all above requirements.

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    ...purpose of this page is build an organic audience to which I can promote my products in future. Other purpose of this page is to educate my patients about common gynaecological problems and generate leads, that is patients willing to consult me online. Key Responsibilities: - Create engaging content for Facebook and Instagram - Develop and execute social media campaigns - Monitor, analyze and report on campaign performance - Interact with the audience and build a community - Provide recommendations to enhance the campaign Skills and Experience Required: - Proven experience in social media marketing - Strong knowledge of Facebook and Instagram - Excellent content creation skills - Understanding of different content types - Ability to engage with the audience - Ana...

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    This project involves designing a two-story duplex residential house, adhering to local building codes. An example of a similar structural calculation report is needed for see how is your professional level.

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    I need an expert in Microsoft Office 365 to help me create templates for Excel, Word, and PowerPoint applications. Key Project Details: - I am using Office 365, so the usage of the latest features and functionalities is required. - The task's primary focus will be on creating templates for the specified applications. Ideal Skillset: - Proficiency in Microsoft Office 365, specifically Excel, Word, and PowerPoint. - A strong understanding of template design and formatting. - Creative thinking to ensure the templates are visually appealing and user-friendly. - Ability to work efficiently to meet project deadlines.

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    I'm eager to boost my website's visibility on Google, specifically aiming for marked improvement in search engine rankings. I've set a challenge for the selected SEO professional: if the site doesn't make it to Page 1, I won't pay. Key Responsibilities: - Conduct a thorough analysis of the current SEO strategy and the website's performance. - Develop a customized SEO ...Implement on-page and off-page SEO strategies as required. Ideal Skills and Experience: - Proven track record of successful SEO optimization, with a focus on Google. - Demonstrable experience in improving search engine rankings. - Ability to work with moderately competitive keywords. - Strong analytical skills to evaluate the effectiveness of the SEO strategy. - Excellent communication skill...

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    ...Now" button for three different service levels that are charged on a monthly subscription/cancel anytime. All content already written, so expertise required in layout / cool looking website The ideal candidate will: - Have experience in creating engaging landing pages to sell a service - Master the implementation of lead magnets to capture user emails and automatically send a market research report - Be grounded in setting up subscription functionalities via Stripe and "Buy Now" options The chosen professional should have a creative mind to design an appealing and user-friendly interface. Prior experience in similar projects and excellent knowledge of sales conversion strategies will be highly advantageous. Full instructions document available Can either use ...

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    I'm currently working on a project that involves compiler construction in Java. I'm looking for a professional who can deliver effective semantical analysis ensuring that my project successfully passes private tests. The ideal c...In-depth understanding of compiler construction principles - Proven experience in semantic analysis - Proficient in Java programming - Ability to deliver error messages for incorrect syntax - Familiarity with integrating semantical analysis into existing Java projects This project has already integrated the semantical analysis, and you will be required to enhance it to effectively identify and report errors in the code. Your work should be able to highlight any syntax issues within the project, providing clear and concise error message...

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    I'm seeking a skilled professional in the field of Solidworks and Finite Element Analysis to help me with a project related to the analysis of structural integrity for a ...university project, so having an academic background in engineering or a related field would be helpful. Your role will involve: - Utilizing Solidworks software to create a model of the component in question. - Running Finite Element Analysis to evaluate the structural integrity and potentially suggest design improvements to enhance performance. - Providing clear documentation and potentially a report on the analysis conducted. I'm looking for a freelancer who not only possesses the technical skills required but also has good communication skills and can explain the process and findings in a clear and...

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    ... Desirable Qualifications: The ideal candidate will possess: Previous experience working with travel agencies or related fields, demonstrating an understanding of the travel industry's unique needs and challenges. A robust portfolio showing successful B2B campaign management, preferably with experience in lead generation and brand awareness initiatives. Strong analytical skills to measure and report on campaign performance and insights. Excellent communication skills, capable of presenting ideas and results clearly to stakeholders. Application Requirements: Interested candidates must submit: A detailed resume highlighting relevant experience. Case studies or portfolio examples of previous B2B paid media campaigns, especially in the travel industry or related sectors. A bri...

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    Confirmis ( ) is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision making, particularly in develop...the address such as the location, the building, etc • Job will only take less than one hour to accomplish (excluding travel time) REQUIREMENTS: • Must be living in (or nearby) Serangoon Ave 1, #12-97, 550402, Singapore. • Has a camera or phone/tablet of quality with a camera, internet access Note: Payment will be released the following week after the site visit to give us time to organize the report and contact you if we need additional clarificatio...

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    It is necessary finish a project managemet application made in laravel. The change are: - make some change regard the flow, the links, the design, the ecommerce and report; - It is necessary experience in query, report charts, pivot builder and Business intelligence to change the reports that must have good design, many filter and cross. the charts must have drill down. Please answer only if have experiences in project management software and pivot-query-busienss intellegence. And show my the url of similar job made.

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    I'm seeking a proficient social media marketer to heighten brand awareness on Instagram. This campaign ideally communicates effectively to young adults and professionals aged from 18 to 41+. Key Responsibilities: * Develop and implement a detailed marketing strategy to increase brand visibility. * Tailor content and marketing efforts to engage with our target demogr...implement a detailed marketing strategy to increase brand visibility. * Tailor content and marketing efforts to engage with our target demographic effectively. Skills and Experience: * Proven results in increasing brand awareness on Instagram * Excellent understanding of Instagram's unique dynamics and audience * Expertise in creating content that appeals to 18-41+ demographic * Ability to track and report...

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    I need a freelancer to revamp the tables and figures in my Word document. The current visuals need a professional overhaul, without losing the data integrity. Key project details are: - **Recreation Scope:** I prefer the tables and figures to be redesigned with a corporate and professional theme. The goal is to enhance the visual appeal while maintaining the substance and clarity of the data. - **Technical Expertise:** The ideal candidate should be well-versed with Word functions and capable of creating visually appealing yet professional graphics. - **Communication:** Clear communication is key. I expect regular updates and the opportunity to provide feedback throughout the revision process. Ideal skills for the job include proficiency with Microsoft Word and a strong understanding of...

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    ...Navotas/Valenzuela) • Has a camera or phone/tablet of quality with a camera, internet access • Must be available during business hours (9 AM - 4 PM) on working days Please see the attached file for the site visit guidelines. You are only required to deliver the pictures, video & observations and are not expected to put together a report like the Sample Report. Note: Milestone will be released the following week after the site visit to give us time to organize the report and contact you if we need additional clarification....

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    ...City/San Juan) • Has a camera or phone/tablet of quality with a camera, internet access • Must be available during business hours (9 AM - 4 PM) on working days Please see the attached file for the site visit guidelines. You are only required to deliver the pictures, video & observations and are not expected to put together a report like the Sample Report. Note: Milestone will be released the following week after the site visit to give us time to organize the report and contact you if we need additional clarification....

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    Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis's business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developi...questions will be provided) REQUIREMENTS: • Must be living in (or nearby) Pasig, Manila, Philippines • Has a phone with clear camera and stable internet access • This task only costs 1-.15 hour to complete. The visit must be conducted between business hours (9 AM - 4 PM) on working days. Note: Milestone will be released the following week after the site visit to give us time to organize the report and contact you if we need additional clarifi...

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    I'm looking to strengthen the presence of my website locally. To achieve this, I am after an experienced SEO specialist to increase organic traffic to my website through the creation of 250 high DA backlinks. Key Focus: - Building high DA backlinks to increase organic website traffic - Targeting the local audience in our d...our website ranking Ideal Candidate should: - Have a keen eye for creating SEO-optimized content - Be proficient in backlink creation with experience targeting local audiences - Understand how website ranking works Your key deliverable will be: - Creation and implementation of 250 high DA backlinks focused on boosting our local organic traffic, and subsequently, our website ranking. - A short report on the changes and expected impact on the website'...

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    I need to migrate my Joomla 3 website to Joomla 4. I have the new templates and components from JoomDonation ready for you to implement. Requirements: - Full migration from Joomla 3 to Joomla 4. - Implementation of new templates and components supplied by JoomDonation. - Ensure the migrated website is fully functional and compatible with Joomla 4. Key Points: - I have a backup of my current Joomla 3 website, so you can use this to facilitate the migration process. - There are some third-party extensions on my current Joomla website, these need to be accounted for during the migration and will be supplied. Ideal Skills and Experience: - Proficient in Joomla CMS, with experience in migrations. - Knowledge of JoomDonation components is a plus. - Ability to create seamless, ...

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    ...need a skilled professional to comprehensively rephrase my CEng career appraisal chartership report. The report needs to be re-written in a more professional and clear manner based on the comments and feedback received from reviewers. Key requirements: - The full report needs to be re-written - The main issue is lack of clarity in writing - Comprehensive rephrasing is required Ideal skills for this job include: - Previous experience with technical writing, especially CEng reports - Proficiency in professional and clear writing - Ability to understand and implement feedback from reviewers I need someone who can take my existing document, understand the feedback provided, and re-write the report in a way that enhances its professionalism and clarity. A back...

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    As the owner of Boogle Creativez, I'm looking for a talented web developer who can create an engaging and modern website portfolio for my company. create 7. it should have our logo and company name. Key Features: - create website templates: The main aim of this website is to present our portfolio in a clear, aesthetic manner. - Attracting New Clients: We want our website to be a central tool in generating leads and attracting clients. It needs to be optimized for lead generation. - Service Information: The website should also provide comprehensive information about the services we offer. the file should be in pdf. Target Style: The style of the website should be Modern and Sleek, reflecting our brand's image. Ideal Skills and Experience: - Proficiency in web developm...

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    Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis's business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in deve...Experienced in Internet research - Strong in both local and English language proficiency DELIVERY ELEMENTS: - All relevant news, if reported in the native language must be translated into English - Weblink of the news, together with: • Source link • News date • Summary of the news/information Note: Milestone will be released the following week after the site visit to give us time to organize the report and contact you if we need additional clarifi...

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    I'm seeking a skilled entry-level Investment Banking Analyst to assist with a range of tasks within the Financial Services sector. Key Responsibilities: - Conducting comprehensive financial modeling - Carrying out company valuations - Performing in-depth ...research Experience: - Ideal candidate should have a strong academic background in finance, economics or related field - Ability to use financial models and valuation methods is crucial - Prior experience in the financial services sector would be an advantage Skills: - Proficiency in Excel and financial modeling software - Strong analytical and problem-solving skills - Excellent research and report-writing capabilities If you're a finance graduate with a knack for numbers and a passion for the stock market, I'...

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

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    ...platform. - The primary goal of this project is to streamline and optimize our marketing processes through Pardot. - We need assistance in designing effective email templates that align with our brand image and generate engagement. - You'll be responsible for segmenting our audience effectively to ensure our campaigns reach the right people. - We are looking for someone with a strong understanding of email marketing best practices and the ability to analyze campaign performance. Ideal Skills and Experience: - Proven experience with Pardot - Proficiency in building automations - Strong background in designing email templates - Expertise in audience segmentation for targeted campaigns - Proficiency in analyzing email campaign performance - Excellent communication ski...

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    It seems people do not read the requirements and conditions and once I start the trial, people are failing to perform. Also, too many bids from countries I do not desire; Pakistan, Bangladesh, India, etc. I need a freelancer from LATIN AMERICA only. I need close to EST time!! Furthermore, I need a BILINGUAL freelancer!! So READ before biding. I need a fully bilingual professional (I will interview in English via video) to do some tasks for my agency, such as: PR Outreach Social media Content editing or creating CRM management Email marketing Email scraping Researching Organizing data in spreadsheets Copywriting Basic Wordpress (change text, add a button, upload a file, etc) And others related to the position You must be a FAST learner, attentive to details, curious, with great wri...

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    I need the manual for PowerDrive ICE or neosteer. I am interested in learning more about the technical specifications of PowerDrive ICE, specifically focusing on its operational conditions and maint...technical specifications of PowerDrive ICE, specifically focusing on its operational conditions and maintenance requirements. I am considering this device for a specific application and need to ensure it can handle the demands of the job. This project entails: - Researching PowerDrive ICE operational conditions - Collating detailed information on its maintenance needs - Providing a comprehensive report with findings Skills and experience needed: - Understand technical specifications of mechanical devices - Background in electronics or a related field - Excellent research and report...

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    ...and confirm estimated time of receiving feedback - Confirm any upcoming events, speaker opportunities and email campaigns that are required Average work week (Tuesday - Friday) - Produce 1-2 blog posts, submit for review, make changes and prepare for approval. - Produce 2-4 pieces of social media content appropriate for each platform including caption copies, image sourcing and utilise Canva templates. - Review all social media for commentary, concerns and DMs. Respond to all. - Review any ad-hoc tasks, including website updates, database management, creating new segments and providing general support to the Managing Director. - Review successful campaigns across all marketing efforts and suggest improvements or new content ideas. Note: Experience with GoHighLevel will be mass...

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    ...CFD engineer who is proficient in using ANSYS Fluent for conducting in-depth fluid flow analysis. The primary goal of this project is to perform a detailed analysis, providing comprehensive data and insights. Key responsibilities include: - Conducting CFD simulations using ANSYS Fluent - Ensuring the simulation captures all relevant fluid dynamics phenomena - Providing a comprehensive analysis report with detailed data The ideal candidate should have: - Proven experience in CFD simulations, specifically using ANSYS Fluent - Strong understanding of fluid dynamics and related concepts - Ability to generate detailed and comprehensive analysis reports - Strong attention to detail and an analytical mindset. If you meet these requirements, please reach out with your relevant experie...

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    its an urgent task looking for a freelancer who is good at predictive analytics and RAPID MINER. must have good report writing skills PRICE 40 USD

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    ...Sheets scripting may be necessary to achieve desired functionalities. Interactive Elements: The sheets should include interactive features like dropdown menus for exercise selection, checkboxes for session completion, and perhaps buttons to toggle between different data views. Originality: It is crucial that the sheets are built from scratch and not merely copied or slightly modified from existing templates. The end product must be unique and specifically designed to meet the detailed requirements of this project. Candidate Requirements: Proven experience in designing and building custom Google Sheets. Ability to think creatively and bring innovative solutions. Excellent communication skills and willingness to discuss the project details to ensure all requirements are met. Portf...

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    ...other pieces. however, there are exceptions to the rule so I would want to be able to overwrite them. - Same thing with the sectionals, with knowing the sofa cushion size, the depth, and arm width, most pieces should auto fill the sizes. - The way I see it is the sheet is a grid with x # of spaces besides the picture, name and some corporate info. When creating one, I see a list of available templates and choose which ones I want to fill in the grid. Then I have a space to enter the basic sizes and it auto fills from there. The ideal product should be user friendly, allowing us to easily generate new spec sheets by inputting specific details such as images and dimensions. The goal is to get all of that information (along with a couple other pieces) on a single page. I h...

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    The attach image needs to be redone so that I can print stickers please. It should be a pretty simple fix. The current logo is a combination of text and an icon, which will be provided to you upon accepting the project. Your task is to create an updated logo that can be used to print stickers. The ideal candidate for this role should have: - Proven experience in log...Proven experience in logo design - A strong portfolio that demonstrates your ability to create professional and unique logos - Understanding of the academic and graduation theme - Excellent communication skills to understand and implement feedback - Ability to work efficiently and meet deadlines Please note that the logo should be original, so any designs that are copied or based on existing templates will not be...

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    I'm looking for a Laravel + Vue developer to craft a unique system that facilitates interaction between lenders and borrowers. It requires specific functional features to run smoothly. Please reply with "I am a Laravel expert" for me to know that you are not a bot. To save costs we will use best of industry templates like Vue - looking to use only ones that have high user base and high reviews like: Vuexy - Vuejs, Nuxt, , HTML, Laravel, Asp.Net & Django Admin Dashboard

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    Docker container setup 6 days left
    VERIFIED

    I have 3 custom services written in node, database and a few other services that i need to convert into dockerfiles. Also i want to build Ubuntu and Debian templates with manually built dependencies and end use those as base images i can customize easily.

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    In need of 2x versatile and innovative Marketing Virtual Assistant to bolster our brand's...for reviews 4. Researching things for instance all opportunities for community involvement, making FOI requests to municipalities to find orphan gens 5. Manually doing the cloverleaf handwritten (by robot) card after each install and service call in a neighborhood. 6. Manually sending birthday, customer anniversary, holiday cards, etc. to customers 7. Helping gather marketing report data Why Join Us? • Be part of a team that values innovation and dynamic growth. • Enjoy the flexibility of remote work within the US time zone. • Engage in diverse tasks and projects that broaden your skill set. • Contribute to a company that's committed to excel...

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    ...of support to help with my SVG templates project. I hold less than 10 templates that will be mapped on a 1200x400 canvas. I may have one or more SVG templates. They will be laid out on a single canvas like wallpaper, with specific dimensions (for example, 1200x400). From the templates (SVG) on the canvas, I want select any one of them and paint it with a particular image. For a sample website **** I want all the functions on the site I shared as an example to work. **** Key project requirements include: - Implementing an interactive element allowing me to select and paint any of the templates with a given image. - Managing a collection of images provided by myself and applying them to the selected templates as required. This project is w...

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    ...must be equipped with modern templates and a member section that only allows access to clients who have paid for the course. Key Features: - E-shop for selling both physical and digital products - Modern templates for a visually appealing website - Member section with exclusive access for clients who have purchased the course Shipping: - Integrated shipping with real-time rates Additional Requirements: - Connection of Facebook advertising with a link to the sales page of the e-shop - Emailing functionality Saving emails to the database, I have a database of contacts, you also need to save. I need to create invoices manually Ideal Skills: - Proficiency in WordPress and e-commerce website development - Experience in creating modern and visually appealing templates...

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    I need a professional with a strong grasp of email and SMS marketing and experience using AI in a CRM system such as Sinch and Mail Gun. This is a project that requires creativity and technical know-how. Key Responsibilities: - Creating engaging email campaigns from scratch - Designing attractive and effective SMS templates - Implementing AI to personalize responses to customers It's important that you have previous experience with AI CRM features and understand how to leverage them effectively in the context of email and SMS marketing. Ideal Skills and Experience: - Proficiency in email marketing tools like Mailchimp or Sendinblue - Knowledge of SMS marketing and design principles - Proven track record in creating successful email campaigns - Experience in implementing AI...

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    ...individual to carry out a comprehensive survey of commercial elevator hoistway quotes from vendors across the US. Key Responsibilities: - Contacting 20 vendors across the nation using an elevator specification and drawings and collecting price quotations for elevator hoistways - Summarizing the key data points from each quote in a clear and comprehensive report. This will include the price, lead time, and any other relevant information - The report should be concise, capturing the critical details necessary for a comparative analysis The ideal candidate will have: - Some knowledge of construction, specifically concrete. - Proven experience in collecting and summarizing information from multiple sources - Excellent communication skills to interact effectively with vend...

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