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    I'm looking for a skilled developer with strong expertise in Python, JavaScript, , and Node.js. This project involves enhancing our MiningWeb platform. Key Tasks: - Implementing user authentication features - Improving data visualization capabilities - Optimizing the platform's performance This is a great opportunity for someone passionate about blockchain and crypto and looking to take on a challenging and rewarding project. The work is fully remote and offers competitive compensation. Ideal Skills Include: - Proficiency in Python, JavaScript, , and Node.js - Prior experience with user authentication, data visualization, and performance optimization - Strong understanding of blockchain and crypto technologies - Self-motivated and able to work effectively ...

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    I need a skilled cameraman equipped for studio-style shooting of a leadership and management course. Ideally, you have experience in educational or instructional video capture, with a strong understanding of the balance between value content and compelling presentation. Here's what I’m looking for: - Filming in a studio interview-style setting - Utilizing a 4K camera for a high definition recording - Equipped with professional audio equipment for clear & crisp sound - Able to provide lighting setups for interviews would be a plus You may need to assist with scene setup to ensure the final output encapsulates a professional and conducive learning environment. Knowledge of teleprompter operation is beneficial though not mandatory. Your ability to edit the video for t...

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    I'm in need of a competent and experienced researcher to create a case study that analyses the effectiveness of a particular military training approach. Key Deliverables: - The case study must be well-researched, objective, and focus solely on the training effectiveness. - It should engage the reader, providing valuable insights and conclusions that can be drawn from the analysis. - The audience for this case study will be military personnel, so experience in creating such content is highly advantageous. Ideal Skills and Experience: - Strong research and analytical skills, preferable in military training methodologies and practices. - Ability to craft engaging and informative content. - Prior experience with case study writing, particularly those aimed at military professi...

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    I'm seeking individuals who have experienced significant results using GLP-1 medications like Ozempic, Mounjaro, or similar drugs. Interview you for your personal experience with GLP-1 medications. Highlight any health changes. Must have used GLP-1 medications. Must provide evidence of medical prescriptions.

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    I'm seeking a creative and experienced professional to create a live action video to explain one of my company's key services to potential customers. The primary goal of this video project is to create an engaging, clear, and distinctive visual depiction of the service that we offer. Ideal freelancer should have: - Proficiency in live acti...key services to potential customers. The primary goal of this video project is to create an engaging, clear, and distinctive visual depiction of the service that we offer. Ideal freelancer should have: - Proficiency in live action video production Extensive experience is not required. We need someone that can film a project that we will use in a time lapse video and then also recorder some interview style content for social med...

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    I'm in need of a top-notch landing page for my website, 3sigm...call-to-action. - **Responsive**: The landing page should be responsive and optimized for various devices, including desktop, tablet, and mobile. Ideal Freelancer: I'm looking for a skilled web designer with a solid portfolio of creating effective lead generation landing pages. The ideal candidate should have: - Experience in UI/UX design and web development - Proficiency in HTML, CSS, and Javascript, along with knowledge of responsive design - Ability to deliver quality work within a tight timeframe - Good communication skills and a proactive approach towards project updates and feedback. If you have the skills and experience to deliver a high-converting, lead-generating landing page for my website, I'...

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    ...to input any website URL or document into the application. * The application should scan the website and extract relevant data for processing. * Extracted data should be stored in a database for future reference. AI Model Integration: * The application should integrate with an AI model capable of answering questions based on the scanned website data. * Preferably, use a free or cost-effective AI API for this purpose. * The AI model should provide accurate responses to user queries based on the scanned website data. Chatbot Integration: * Develop a chatbot feature that can interact with users and provide responses using the AI model. * The chatbot should be modular and easily integratable into other websites as a microservice. * Integration should be seamless with ...

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    Design and Implementation of an Application and Website Responsive User Interface (UI) Design: Ensure that the design functions smoothly and responsively on various devices such as desktop computers, tablets, and smartphones. Content Management System (CMS): A scalable database that allows easy addition, editing, and deletion of content. An easy-to-use management interface that allows instructors to efficiently manage courses and content. Student Management and Registration System: Capability for students to register and log in to their personal accounts. Detailed information about course progress and outcomes. Secure Payment System: Integration with trusted payment service providers such as Apple Pay and Mada, among others. Ensure that payment transactions are conducted securely a...

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    We are looking for a talented frontend designer proficient in HTML, CSS, and JavaScript to join our team. The ideal candidate should have experience with modern design styles and a proven track record of developing responsive websites that adapt seamlessly to desktops, tablets, and mobile devices. Key Requirements: Proficiency in HTML, CSS, and JavaScript Ability to create modern design styles Experience in developing responsive websites for all devices Responsibilities: Designing and implementing frontend code for our project Ensuring the website is fully responsive and adaptive across all devices Refining the existing MVP design for desktop and making it responsive for all screens A strong portfolio showcasing previous work with similar requirements is highly beneficial...

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    Web Development 6 days left
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    Hello I am looking for a web developer who can teach web development html, css, javascript.

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    I am in need of a skilled backend developer with expertise in JavaScript and specifically Node.js. The project you'll be working on is focused on building an API. Key Requirements: - Proficiency in JavaScript and Node.js - Significant experience in building APIs - Strong problem-solving skills and ability to work independently It would be a bonus if you also have experience with: - - Any other relevant backend technologies Please note that you will be working solely on the backend part of the project, so an understanding of RESTful API design principles is vital. Your responsibility will be to handle requests from the frontend, process data, and send responses back to the client. If you're a backend developer with a knack for problem solvin...

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    Ideal skills for this job include proficiency in Adobe XD, HTML, CSS, JavaScript, and experience with SP Admin 2. The project will involve taking visual designs and translating them into code, ensuring the functionality and UI match the original design. Your work should be clean, efficient, and maintain the integrity of the design.

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    .../etc/system.d/system -- effectively copy a file from the same directory as terraform script to the host and reload config ; this should install a service which then can be configured via systemctl command. - I need to be able to SSH into the servers - The use of an AWS Elastic Load Balancer is essential to manage the traffic effectively. The LB will do a liveness check on port 9001 with the servers and redirect to port 5000 on the servers. The LB needs to accept https and http and have a certificate installed for the domain i will supply - There is also a domain which needs to be set up via Route53 , and some records need to be created: for load balancer in particular: we will register app.<domain> to point to the LB - Also the RDS database should be registered in Ro...

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    I need a coding whiz capable of handling a rigorous coding assessment on my behalf. Proficiency in Python, Java, JavaScript and NPL. I have my recorded answers already just need someone to help me make sure they are correct. The use of AI like chatgpt will not work for this. - Assignment Details: The assessment will include tasks revolving around Algorithmic Problems and Object-Oriented Programming Problems. - Ideal Candidate: A highly experienced developer with a proven track record handling similar tasks and delivering under tight deadlines. Please, only bid if you meet the above criteria and you're ready for an immediate start.

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    Need fulltime laravel developer immediately individual developer only Minimum Experience- 6month to 2 year Database- mysql knowlegde Salary 10000 inr to 25000inr only Remote desktop interview on ruskdesk software mandatory coding interview

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    I am in need of a skilled videographer for an interview-style promotional video, filmed indoors. The project will be focused on story-telling, requiring a cinematic and professional style. Requirements and Skills: - Proven expertise in indoor filming is essential - Exceptional understanding of lighting, sound, and various filming techniques - Ability to create and integrate graphics into filmed content - A strong portfolio with contents related to promotional video production Please include samples of similar projects you've completed in your proposal, particularly those that have incorporated graphics.

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    ...Technologists and Nuclear Medicine Technologists. These courses need to be in compliance with ASRT/ARRT and SNM guidelines for self -learning. The goal is to build up to 50 courses. Key Deliverables: - Develop courses on Radiation safety, Radiographic positioning techniques, Imaging modalities, Radiopharmaceuticals, and Therapies provided in Nuclear Medicine. - The courses should be designed for continuing education courses according to ASRT/ARRT and SNM self-learning guidelines. The courses should be provide in Word document form, providing references, test of at least 12 questions with answer key. Ideal Skills: - Proven experience in educational content creation, particularly in the field of Radiologic technology and Nuclear Medicine. - Strong knowledge of ASRT/ARRT an...

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    I'm looking for a versatile developer with extensive experience in WordPress plugin development and maintenance. The idea...extensive experience in WordPress plugin development and maintenance. The ideal freelancer for this project should have: - Proficiency in WordPress PHP, MySQL, JavaScript and CSS. - Experience developing and mataining WP plugins. - Exceptional problem-solving skills and the ability to work under minimal guidance. - Bug fixing and refactoring code as needed. - Comfort working with APIs and authentication (e.g., OAuth flows). - Ability to provide maintenance support post-plugin implementation. Good communication skills are a **must** for eventual clarifications and regular updates. Please provide examples of similar projects you've worked on....

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    I'm looking for a skilled JavaScript developer who can help me enhance a template I'm working on. Specifically, I need someone who can update the template to work with the latest JavaScript libraries - and Key objectives: - Update the template to work with the provided JavaScript libraries - Implement the necessary changes for the desired functionality. Ideal candidates for this project should be proficient in: - JavaScript - Web development - Knowledge of the provided libraries is a plus Attached are all the files you will need to test the old working template and to update to the newest libraries. Instructions: 1. The "" video snippet shows a working template using the old "intl-tel-input-8

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    This is a Fulltime Project for Someone Speaking Excellent English And Spanish. 30-40 Hours A Week Hi, I am looking for a virtua...through Friday for a doctor's office long term (>12 months). Must have reliable internet. Duties include - data entry - translating over the phone - calling people to obtain information - scheduling appointments - responding to emails and voicemails - using a Slack like program You will have weekly meetings to answer any questions with the doctor (who is also bilingual). You will have access to a mentor/support team. You will be given scripts to use and specific questions to ask. You do NOT have to: scribe, create social media, create marketing emails, code, create graphics. You do NOT need to have any previous healthcare experience....

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    ...for a skilled web developer to create an e-commerce website focused on selling digital products. Key Points: - The primary goal of this website is to provide a user-friendly platform for customers to purchase digital products. - The website should have a professional and modern design, as well as be optimized for mobile responsiveness. - The checkout process should be secure and seamless, ensuring a positive user experience. - As an e-commerce site, it must support the purchase, delivery, and management of digital products. Ideal Skills and Experience: - Proven experience in building e-commerce websites, especially those focused on digital products. - Proficiency in web development technologies such as HTML, CSS, JavaScript, and ideally experience with e-commerce...

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    offline moderator -- 2 6 days left
    VERIFIED

    Job Description: Interview with invited users, the time is about 90 minutes Location: Staten Island Time: 16th 17th Compensation: $350

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    ...graphic designer who can create an engaging and professional layout for a Vehicle Inspection Report. The purpose of this report is to inform potential buyers about the vehicle's condition, specifications and inspection details. Our company is Autoguru Ireland and we conduct the vehicle inspections on behalf of an auction house called Merlin Car Auctions. Key Points: - The report will include detailed vehicle specifications - An inspection checklist for prospective buyers - A thorough condition report - Be on brand - Incorporate elements of our competitor's reports (provided) I envision a 2 or 3 page PDF report that's easy-to-read and visually appealing and aligns with the branding of Merlin Car Auctions. The design should be clean, clear and organized, en...

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    Implement SEO, ensure fast loading times, and resolve Google Insight issues on a WordPress website . It is essential to have expertise in WordPress, PHP, JavaScript, and SEO.

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    I'm in need of support in the area of employee recruitment. The optimal candidate will have a strong background in human resources, specifically focused on technology industries, and at a mid-level experience range. They must understand all stages of the recruitment process within the tech sector and leverage their experience to effectively screen and source ideal candidates. Tasks would include: - Job posting and promotion - Resume screening - Candidate assessment - Coordination of interview processes This role requires great communication skills and a deep understanding of the tech industry, ensuring we attract the best talents in the field. Fluent English, both written and spoken, is crucial, as well as a proven track record of successful recruitments in tech.

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    I require assistance integrating specific features into my consulting WIX website. This is wh... they can choose to unlock a discount from a list of stores that have partnered with the store who's profile they're on. For example: I go to Walmart, I scan a code. The code takes me to my consulting website. I enter my phone number, and receive a text code. This text code (which is one-time use) will grant me access to Walmart's store profile on my website. Once I'm in there, say Walmart has partnered with McDonalds, Honda, and Winners, I choose one of them, and get a discount code for their website. We will already have all of the discount codes, we just need to integrate the functionality into the website. This needs to run through WIX. If you have any ot...

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    I'm looking for a freelancer who can help me automate my JIRA tasks by creating a subtask for every paragraph within the Description fi...description. - The subtask should inherit all attributes from the parent task, including Summary and parsed Description. - The parsed paragraph from the parent task should be included in the subtask. Successful freelancers should be able to: - Build JIRA automations - Be familiar with the JIRA system and the programming languages or tools that can be used for creating such automations. This includes JavaScript and any other language that JIRA supports. Your application should demonstrate your expertise and experience in this area. Please share any relevant past work or detailed project proposals that you believe would make you a good fit fo...

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    I urgently need an expert Laravel developer to collaborate on a web application development project. The specific features and functionalities of the project are yet to be defined, but a vast knowledge in Laravel is key. Key skills and Experience: - Proficiency in Laravel and PHP - Understanding of MVC design patterns - Knowledge of front-end technologies, such as JavaScript, HTML5, and CSS3 - Familiarity with SQL/NoSQL databases - Excellent problem-solving skills The timeline for this project is ASAP, so the ability to work under pressure is required. If you have experience in web applications, APIs, or both, it will be advantageous. Let's collaborate on this exciting project.

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    ...Python, machine learning, NLP, and experience with BERT models. Features of the Python Script: - Process text queries obtained from a CSV file (example CSV attached) - Detect entities such as: - Persons - Places - Events (e.g., weddings) - Dates - Number of individuals visible - Media type (Image, Video, Audio, Text) - Detailed type (Interview, Landscape, Close Up, Group, etc.) - Length - Content - Retraining should be based on a provided CSV file containing Sentence, Entity, and IOB Tagging training data. The model does not need to be trained - only provide the capability. I am looking for a detailed and accurate script that can efficiently process the data and train mobileBert to identify the entities within the text queries. Output of the script ...

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    I'm searching for a skilled WordPress WooCommerce developer in Noida. The ideal candidate should have a solid grasp of the following skills: - HTML/CSS - JavaScript - Graphic design The project involves developing an eCommerce website using WordPress and WooCommerce. The site should include: - A product catalog to display our range of sports goods - A shopping cart feature to allow customers to select and purchase products - Integration with a reliable payment gateway to facilitate secure transactions As a sports goods retailer, we aim to create a professional, user-friendly, and visually appealing online store. The site should not only provide a seamless shopping experience but also reflect the quality and ethos of our brand. If you have experience in similar projects and...

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    Website Design 6 days left

    I'm in need of an experienced front-end developer...- It should include sections for 'About Me', 'Services', and 'Contact Information'. - The site must be responsive and optimized for both mobile and desktop. Additional Notes: - I have a specific design style in mind, so the ideal candidate will need to be able to take creative direction. - While I'm open to suggestions on color schemes that work with the design style, it should remain cohesive throughout the site. Ideal Skills: - Proficient in HTML, CSS and JavaScript. - Previous experience with portfolio website design. - Strong sense of design and aesthetics. - Good communication skills to understand and implement my design vision. Looking forward to working with a talented pro...

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    We have a 2D project in Autocad, and we need to model it using Aveva's E3D software. For this need, we need to model the disciplines of: Civil; Mechanics / Piping (we have already modeled the piping and can deliver it via ); Electrical; Automation / Instrumentation. We will send all projects in ...using Brazilian technical standards for the petochemical area, which we will provide. We need to receive from this project: - Database; - Plants and Sections extracted from E3D; - Lists of Materials. The deadline for delivering the project is 04/22/2024. All projects must be configured and delivered in Brazilian Portuguese. We will attach all projects for preparation and will be available for questions during the preparation. We attach the project review for analysis and understa...

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    I need a freelancer to analyse three different types of vision transformer models: ViT, DeiT, and CCT. The evaluation must focus on their performance in classifying various eye diseases such as Glaucoma, Macular Degeneration, and Diabetic Retinopathy. The key objective of this project is to pinpoint the most efficient model for the task at hand. Skills and Experience: - Proficiency in working with ViT, DeiT, and CCT models. - Strong background in analysing classified images of eye diseases. - Proven record of implementing different vision transformer models for disease classification tasks. These are the research questions I need in my research 1. Which eye diseases may be detected using the primary classification image models? 2. Which datasets are used by vision tran...

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    I'm looking for an expert in Power Apps to enhance my project with additional functionality. As with most Power Apps endeavors, this one aims to automate processes, create a mobile app, and manage data and workflows. The project has a broad scope and I need a detail-oriented professional who can ensure everything runs smoothly. Despite skipping a few questions about the specifics, I will provide complete details once we start our discussion. Ideal Skills: - Extensive experience in Power Apps - Strong understanding of automation processes - Excellent communication skills - Attention to detail - Ability to integrate systems - Experience in mobile application development - Proficiency in data management and workflows

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    I have a list of 80 directories that require data extraction. I'm looking for an experienced web scraper who can handle this task using Python, Selenium, Php, Puppeteer (JavaScript) and Node.js.

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    I'm currently looking for an expert who can design a data scraping script for me. However, I haven't decided on which particular website and kind of data (text content, images, links etc) should be scraped yet. Furthermore, the frequency for data collection hasn't been specified. Ideal Skills and Experience: - Commercial experience with Python or JavaScript - Proficiency in web scraping using tools such as BeautifulSoup, Scrapy, or Selenium - Ability to add flexibility for target URLs, data type, and collection frequency Please note: the project details will be finalized upon discussion. Your recommendations are welcome and appreciated. Only apply if you're comfortable proceeding considering these conditions.

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    ...attachments Description: I created a program that uses HTML, CSS, and Javascript to enable patients to fill out their information, including the option to attach files. Upon submission, a PHP script is triggered to email the data to me as a CSV file. The attachments (typically JPEG’s or PDF’s) uploaded by the patients are not being included in the email. Objective: Adjust program to upload and transmit attachments with .csv Deliverables: - Updated program with ability to transmit attachments in csv - Documentation of all changes with code (unrestricted) - Format attachments as: o Insurance-patient’s last name-patient’s first name o ID- patient’s last name-patient’s first name Attachments: The HTML, relevant Javascript and PHP scrip...

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    YOUR BID PRICE IS FINAL; NO LATER CHANGE IS ALLOWED. READ CAREFULLY BEFORE YOU BID. See ATTACHMENTS. Cannot share Code before you accept. I have a Journal App built in PHP/JavaScript/Laravel which allows to enter Journal entries, country, some photos and one video of limited size, different costs etc (see ). The job is to implement the feature of Travel Route Map Creation using Leaflet and OpenStreetMap (both free, opensource). There is a tutorial here Users will be able to search a place in map, create lines of different colors from one place to another, add/tie blog posts, links and pictures with the map, dates, notes and then only map creator can download the map as Image/PDF

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    ...professional that is done very fast. Right now I have 37 short clips that need to be converted from 16:9 format to YouTube shorts format (9:16, 1920x1080px) In these videos you can see interview clips of two people sitting at a table. There are a total of three camera perspectives: - Presenter - Interview guest - Both at one table This task is about adapting the scenes by recutting the image in which both people can be seen at the table so that - the person speaking is always shown and - the reaction of the interviewee is briefly shown in the case of special reactions The overall result is that these interview sequences should be prepared for YouTube Shorts/TikTok in a high quality, in which the conversation has a high entertainment value and the images ...

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    small tasks: I need a professional to integrate Matecat API with my existing Chrome extension so as to calculate word count. The ideal freelancer for this project must have: - Previous experience with API integration - Understanding of JavaScript and Chrome extension development - Knowledge or experience with Matecat would be a major advantage The features I require are: 1. Trigger for Word Count: The word count operation should begin by using the Matecat API. 2. Word Count Results: The results of the word count computation should be displayed as a pop-up on the screen. If you have extensive experience with API integration and feel confident in tackling this project, I invite you to bid.

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    I'm seeking an experienced JavaScript professional to enhance my existing WordPress site, notably by adding a background color changing feature. The site is currently with Elementor and Astra Theme, where the scope is now to facilitate the selection between four different color codes (to be shared with shortlisted candidates) for the background. Your job will be to make sure this color changing option applies flawlessly to the entire website. This rapid implementation request advises for an individual with: - Profound knowledge in JavaScript and WordPress - Extensive experience with Elementor and Astra Theme - Quick problem-solving and implementation skills Hoping to commence instigating this exciting color switching feature ASAP. Excited to hear from potential coll...

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    I'm looking for a skilled Odoo developer who can help me seamlessly integrate Magento 1.9's user authentication with my existing Odoo 16 installation. Key Requirements: - Allow Magento users to log in to Odoo using th...efficient and secure solutions. If you have the necessary skills and experience to undertake this project, we encourage you to submit your proposal outlining your approach, relevant experience, and estimated timeline for completion. We are committed to finding a reliable and competent developer who can deliver a high-quality solution that meets our requirements. Please reach out if you have any questions or need further clarification about the project. We look forward to working with you to achieve a successful integration between Magento and Odoo for ou...

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    As an online business owner, I'm experiencing slow loading times, large file sizes, and high server response times on my Wordpress site, and would like to do everything possible to improve my page speed score. To address these issues, I have already implemented some performance optimization techniques, such as minifying CSS and JavaScript files, enabling caching, and compressing images. For this job, I'd highly value your expertise in: - Additional Wordpress page speed improvements - Identifying areas that I might have overlooked - Further technical optimization techniques Being familiar with Litespeed Cache - the plugin I have used - would be a big plus. I am hoping to find a meticulous, experienced freelancer who can quickly and effectively enhance my site'...

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    I'm looking for a creative graphic designer to help me craft a logo for my soon-to-launch our brand, "HIZLIODAN". This logo is crucial to establishing my brand identity and setting the ...attached a sample logo for your reference, which should give you a sense of the style I'm aiming for. However, please note that I'm looking for a unique design, not a replica of the attached file. Deliverables: - I'll need the source file of the final logo, and it should include all the fonts and elements used. This will be important for future branding and marketing efforts. If you have any questions or need further clarifications, please don't hesitate to message me directly. I'm looking for a designer who can bring my vision to life and help me make a st...

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    I'm looking to have a Python API built to generate a multiple-choice question bank for schoolchildren in various subjects (such as Mathematics and English) using AI APIs like ChatGPT. The API should allow for different difficulty levels for the questions. Key Requirements: Development in Python. The API should possess the following functionalities: Input Parameters: a. Users will specify the number of questions needed in one set. b. Users will indicate the topic of the questions. For example, if they want a question bank on Mathematics focusing on BODMAS, they will provide keywords like "BODMAS." Users can provide multiple keywords such as "BODMAS," "Ratio," "Percentage," etc. Similarly, for English, keyword...

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    I have a PDF file containing a combination of scanned images and text. I need a Word file that mirrors the content of specific pages/sections of this PDF. This job requires the freelancer to: - Convert specific sections or pages from a PDF document into a Word file - Ensure that the Word file is formatted as a standard document, without any additional customiza...the Word file is formatted as a standard document, without any additional customization. Ideal candidates will have experience in: - PDF to Word conversion - Handling a combination of scanned images and text - Understanding and following instructions accurately Your work should be thorough and accurate, as the converted Word file will be used for further processing. Feel free to ask any questions if you need further in...

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    We're seeking a skilled developer to redesign our Radius Manager client software. Currently, when a client's account is set to default, we want the s...issues. Your tasks include: - Design an 'account suspended' page to be shown when a client's account defaults - The page must state that the 'client is suspended due to payment' - Deployment should be such that this task is executed upon account suspension - The notification about account suspension due to payment should be displayed on a webpage Ideal Experience and Skills: - Experience in client side engineering and UI frameworks - Proficiency in Javascript, HTML, CSS and other relevant web design languages - Prior experience with payment gateway applications - Excellent communication sk...

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    ...any features or functionalities that we require, we expect the professional to help us identify the necessary elements based on our objectives. The developer will be predominantly responsible for: 1. Crafting the feature within the application 2. Understand the current app code and develop accordingly. 3. Developing React Native modules 4. Document their findings and work and share with the organisation 4. Troubleshooting and resolving all related performance issues While this position focuses on React Native, there might be scope to work on other parts of the app. Therefore, a broad understanding of mobile app development is preferred. To ensure clarity on your expertise, we request you to include your past work related to React Native in your...

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    I'm looking for a professional to convert 1000 + questions I have in Word format into Ailken format. The main reason for this is that I'm creating a quiz and need the questions in a specific format that I can easily work with. Your job is not only to convert them but also to find the answers for all the questions. This can be done using Chat GPT or any other suitable tool you're comfortable with. To ensure the correctness of the answers, I prefer a combination of manual review by experts and automated checks. Key Responsibilities: - Convert 1000 questions from Word to Ailken format - Source answers for all questions using Chat GPT or similar tools - Verify the correctness of the answers through a combination of manual review and automated ...

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