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    2,000 kaggle bike sharing demand solution r jobs found, pricing in GBP

    I am seeking an expert Python programmer to realize a multi-objective optimization projec...knowledge of optimization problems, specifically in mathematical models like area and distance between points. • Relevant Python programming skills, preferably at an expert level. • Familiarity with collaborative tools and version control systems such as Git. • If you are familiar with geopandas then do mention this. Send a detailed proposal outlining: • Your understanding of the problem. • Proposed solution and methodology. • Your previous experience in similar projects, if applicable. • A rough timeline of how the project can be executed. This project will measure the algorithm's ability to navigate the complexities of multi-objective optimization,...

    £271 (Avg Bid)
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    I'm in desperate need of assistance with a troublesome plugin conflict on Elementor. Specifically, the plugin was installed without any issues, but it's not fu...problem manifests itself as a blank screen whenever I try to edit a page. Ideal Skills and Experience: - Proven expertise in resolving Elementor plugin conflicts - Familiarity with troubleshooting blank screen issues - Proactive problem-solving skills - Quick response time and availability Your task will be to delve into the system, identify the root cause of this issue, and implement a solid solution that will restore full functionality to my Elementor editing page. Please note, urgency is key in this project. If you have prior experience effectively handling similar technical issues, your expertise would be ...

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    ...relatively simple, but the automation of it is critical to increase efficiency. Key aspects of the project: - The software program must be designed to automate a specific task. It's crucial that the programmer fully understands the task at hand to ensure a seamless integration of automation. - The scope of the project is small-scale, so the focus is on developing a functional, efficient automation solution. - Proficiency in Python, Java, and C++ is non-negotiable. The software is expected to be developed using these languages. Ideal skills and experience: - Proficiency in Python, Java, and C++ - Prior experience in developing automation software - Strong problem-solving skills - Attention to detail - Ability to communicate effectively to understand the task and deliver a...

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    I am looking for a skilled individual to revise my R Easy Demand System. Although details weren't specified regarding the exact areas of the system that necessitate revision, the successful candidate will be expected to do a comprehensive examination of the system and propose areas of improvement. Moreover, they will then be responsible for implementing these changes. DELIVERABLES The job will consist of the following: 1. Revise the script to make sure it works, and the estimates are consistent with the Stata estimates (I have the estimates for comparison). 2. Add the script to an existing R package (). I have cloned that package at It will be updated to become easi2. The easi package currently uses 3sls for the estimation

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    ... - User Mentions: I'm also looking for the implementation of user mentions, which will enable users to tag others in a message, signaling their attention. Additional Features: - File Sharing: The ability to share files within the chat would be a very useful feature. - Chat Moderation Tools: I'd like the chat to have basic moderation tools to oversee the group chats and manage user interactions. Ideal Skills and Experience: - Proficiency in text-based chat client development - Experience in developing group chat applications - Familiarity with user mention functionalities - Ability to integrate file sharing within the chat - Understanding of chat moderation tools If you feel confident in your ability to deliver this project with all the key features and additi...

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    I am looking for an expert developer who possesses an in-depth understanding of Java multi-threading, specifically the Executor Service method. The main task i...Understand and modify my existing Java code - Partition the given loop to enhance performance by effectively spreading the workload across different threads - Use the Executor Service method as the default way for threading Most importantly, to be considered for this project, applicants should highlight past roles or projects where they've successfully implemented a similar Java multi-thread solution. Additionally, having an excellent grasp of loop partitioning for performance enhancement will be a considerable advantage in gauging your fit for this task. This is a straightforward project, so keep your bids within a...

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    I'm looking for a skilled data scientist to assist with a project that involves detailed statistical analysis and modeling using R. The eventual goal is to present these findings in a comprehensive yet accessible manner through data visualizations. Ideal Skills & Experience: - Proficiency in R programming - Strong statistical modeling background - Experience with data visualization techniques - Ability to create detailed reports - A firm grasp of accounting principles would be a plus, but not required. This project will require someone who can take raw data and transform it into valuable insights, with the ability to convey these insights in an engaging, comprehensible manner. If you are comfortable with both the technical and reporting aspects of data science, ...

    £5 - £52
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    It's time for an essential task: looking for an experienced freelancer who can single-handedly generate leads for medical supplies. I'm focusing on three indispensable items: masks, gloves, and sanitizers. These supplies are high in demand and we need to constantly keep finding new distributors. Key Details Needed: - Contact information, including full name, phone number, and email - Physical location - Company name Ideal Profile: - Our ideal customers are wholesale distributors. Experience in this segment is a significant plus, and any knowledge or connections in the medical supply industry are warmly welcomed. Skills and Experience: - Proven lead generation record - Strong understanding of the medical supply industry - Excellent communication skills for collecting con...

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    ...basically the design consists to show for a property some basics information : Price, location, m2 (square meter), maintenance fees, bedrooms, parking. I must be able to edit the design to change the information content. You can eventually insert the company logo but just the light version ("R" attached) because there is a video animation with the full logo at the end of each video. Must be o jpg file not an After effect because I don t have the app to edited the content :o/ unless you have a solution to fix that pb. Here are attached an exemple of what I expect (can be the same design for the 3 formats). Just be in mind to use the logo design/colors to do the design to get something. I do remarks all contest long on works delivered, so read it to adju...

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    Hello, I just need a quick solution to send Whatsapp message using twilio API. In my twilio account, I have already [Whatsapp Business Account ID], [Meta Business Manager ID], [WhatsApp number] That is it. Thank you for your time and look forward to working with you.

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    In this project, you will analyze the performance of products within an online retail dataset to uncover insights that can inform strategic business decisions. Leveraging transactional data, including sales revenue, profit margins, and customer reviews, you will conduc...revenue, and correlations between performance metrics. Additionally, you will delve into customer feedback to gauge product satisfaction and uncover areas for improvement. By providing actionable recommendations based on our analysis, you aim to optimize product offerings, enhance customer satisfaction, and drive business growth. Dataset: you will utilize the "Online Retail II Data Set" available on Kaggle, which contains transactional data from an online retail store, including information on products, s...

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    Hi Souvik! We're ready for the website design! This will be a new website for JulieHoliday.com. The one you designed will become a different URL. We will need the design to be put into my wix account - similar to the site you designed before. Here is the website of inspiration: I'd like my website to be very similar!!! Pay schedule: $50 upfront $50 when initial design is complete/approved $50 website into Wix. Let me know when you're ready to start!

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    I'm on the lookout for a skilled Flutter developer to create a cross-platform (iOS and Android) restaurant application with intuitive and user-friendly interfaces. This app serves as a comprehensive solution for consumers to view menu options, order meals online, and make reservations seamlessly. Key features of the application: - Menu Display: Should allow customers to easily browse various menu categories and individual meal descriptions. - Online Ordering: Requisite infrastructure for placing orders online, including a secure payment process system. - Reservation System: Must include a highly-efficient table reservation system with instant confirmation. Ideal Skill set: - Extensive knowledge and experience with Flutter app development - Strong fluency in Dart program...

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    ...streaming capabilities in high quality. - A Video-on-demand library should be integrated to provide a variety of content for viewers. The panel should come with the following functionalities for user management: - User subscriptions management: allowing the administration of user accounts and subscriptions. - Multi-user access control: enabling different levels of access for various users. - User activity tracking: to monitor and analyze user engagement with the platform. Ideal candidates for this project should have experience in: - Developing Android applications, particularly in the field of IPTV. - Building user-friendly interfaces and ensuring smooth user experiences. - Implementing live streaming capabilities and managing video-on-demand libraries. - Creating web p...

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    We are seeking an experienced software developer to join our team and work on developing a secure and scalable VPN/Internet gateway solution. This project involves building server software capable of authenticating client connections and providing access to the internet. Requirements: Master's degree or PhD in Computer Science, Cybersecurity, or a related field Extensive experience in internet security, privacy, and VPN technologies Strong proficiency in server-side software development Familiarity with OpenWrt and router firmware development (preferred) Passion for internet security and privacy Responsibilities: Develop robust Wireguard exit nodes and VPN server software Ensure seamless integration with existing client software and VPN router firmware Implement secure authe...

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    I am looking for an expert in RFID technology and .NET programming to integrate the RFID into our current weighbridge system. Key Details: - 3rd Party System was developed using .NET and it does support API or external interface connections. - The task will involve programming to fully integrate the system with RFID technology. Skills and Experience: - Proficiency in .NET programming...integrate the system with RFID technology. Skills and Experience: - Proficiency in .NET programming & SQL Database - Previous experience with RFID technology - Knowledge of API integration - Experience with weighbridge systems would be a huge advantage. Your role will be to ensure the smooth functioning of the weighbridge system post-integration and provide us with a user-friendly, effective RFID ...

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    I need a custom WordPress solution that will allow registered users on one WordPress site to create posts via a form, and have these posts automatically published on a separate WordPress site. Ideal skills for this project include: - Strong understanding of WordPress development - Experience with creating custom plugins - Familiarity with WordPress APIs and data handling - Ability to work with cross-site data transfer The project requires: - Setting up a user-friendly form for registered users on Website A to create posts - Establishing a connection between Website A and Website B for seamless post transfer - Ensuring the posts are published immediately on Website B I'm open to your suggestions for user information that could be included in the post transfer, and I would ...

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    I require an efficient solution to extract contact details, specifically phone numbers and email addresses, for newly sold residential properties.

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    ...Drawing of changes: Project Requirements: Expertise: Proficient in 3D modeling with a strong understanding of mechanical design, especially in adapting and enhancing existing models. Software Skills: Advanced knowledge of 3D modeling software capable of modifying STL files. Attention to Detail: Ability to meticulously implement design changes without compromising the model's integrity. Deliverables: Updated STL file with all modifications as described. A brief report outlining the changes made, including screenshots or diagrams of the modified areas. 1 hour Video Meeting / Screen sharing Timeline: The initial version is crucial and needs expedited development. We are looking for a quick turnaround

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    I'm in need of a skilled UI/UX designer to take my social media application from wireframe to a fully functional iOS application. The primary skills and experience needed for this project are: - Experience in ...application. The primary skills and experience needed for this project are: - Experience in transforming ideas to prototypes and applications - Proficient in iOS app design - Strong understanding of User Interface and User Experience design - Portfolio showcasing previous work in applications or social media - Ability to implement user profiles and authentication, in-app messaging, content sharing and posting, shopping, infinite scroll, photo and video edit If you think you fit the job description, message me with your portfolio and I'll provide more detail...

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    I'm in need of a skilled developer to build an exam portal web application. Key Features: - User Registration and Login: Implement a secure system to allow students to register, log in and access the platform. - Exam Creation and Management: Develop tools for examiners to ...set time limits, number of questions, and other relevant parameters. - Result Generation: Implement a function that will accurately calculate and display exam results to students. Additional Information: - The portal will only be supporting specific types of exams. - The ideal candidate should have experience with similar projects and be able to provide a secure, user-friendly and efficient solution. - The project requires an understanding of good UX/UI design for easy navigation and use by both examiner...

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    ...Collaborate with development teams to address design implementation issues and ensure the fidelity of the final product. - Perform usability testing and gather user feedback to validate design decisions and identify areas for improvement. 5. Collaboration and Communication: - Foster a collaborative and inclusive work environment, promoting open communication, constructive feedback, and knowledge sharing within the design team and across departments. - Collaborate closely with UX designers, developers, product managers, and other stakeholders to align design efforts with project objectives and user needs. - Present design concepts, rationale, and solutions to stakeholders in a clear and compelling manner, advocating for user-centric design principles and best practices. Qual...

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    I'm in immediate need of a cloud-based stock management software with barcode generation, scanning, stock quantity tracking, and weight measurement functions. The system should enable me to: - Generate and scan barcodes for every product in my stock - Track the quantity of each item I have in stock - Measure the weight of my stock in grams I prefer a cloud-based solution that can be accessed and updated from any internet-connected device. The software should have an easy to use interface and be able to: - Enable manual entry of stock data - Support updating stock information by scanning barcodes - Automatically update stock data from my sales records The software could be developed in Excel, as long as it's accessible online. As a freelancer, you should have experience...

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    I am looking for an experienced Electronics Engineer, well-versed in using Altium Designer, for a series of projects that demand proficiency in a wide array of electronics, specifically focusing on Microcontroller integration, PCB layout and USB connectivity. Key Aspects: - PCB Layout design - Microcontroller implementation - USB Connectivity solutions Additional Requirements: - Expertise in Circuit design - Experience in selecting suitable electronic components - Signal analysis knowledge - Ability to conduct thorough testing procedures This project demands an adept understanding of electronic systems and circuitry meant for consumer electronics. Candidates with a solid track record in crafting and refining consumer electronic designs are strongly preferred. Your task will be...

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    I'm looking for an experienced Solution Architect to help me with a digital transformation project. The main goal of this project is to undergo a significant change to modernize and improve our current IT infrastructure and processes. Key requirements for this solution include: - Scalability: The solution must be able to scale with the growth of our business and handle increased workloads without compromising performance. - Reliability: We need a dependable infrastructure that ensures minimal downtime and data loss. - Cost-effectiveness: The solution should be efficient in terms of both initial cost and long-term maintenance. I'm particularly interested in leveraging Cloud-based solutions such as AWS, Azure, and GCP for this project. Ideal candidates...

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    ...parents, and tech enthusiasts. To make the shopping experience top-notch, I'd like the following features implemented: - Product Search/Filtering: Customers should be able to easily find the products they are looking for, either by searching for it or using filters to narrow down their choices. - Wishlist: It would be great if customers could add products to a wishlist for future purchase or for sharing with friends and family. - Customer Reviews: Creating a space for honest product reviews from my shoppers will be key to building trust and driving sales. The ideal candidate should have proven experience in designing and developing successful Shopify stores and be able to provide examples of previous work. A good understanding of e-commerce, user experience, and SEO will b...

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    ...medical professionals and travel nurses to offer them tailored opportunities and support. What We Need: We're seeking a talented web scraper who can help us gather specific data on medical professionals with new NPI numbers. Your task will involve targeting individuals in specific states and collecting their information accurately and efficiently. Your Responsibilities: Develop a web scraping solution capable of targeting specific states and names of medical professionals with new NPI numbers. Ensure the accuracy and reliability of the scraped data. Customize the scraper to meet our specific requirements and adapt to any changes or updates in the target websites. Deliver the scraped data in a timely manner, adhering to project deadlines. What We're Looking For: Prof...

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    Project Description: I am seeking an experienced freelancer to develop an All-in-One AI-based HR Solution Platform entirely from scratch. This platform will serve as a comprehensive tool to streamline various HR processes and enhance efficiency across our clients' organizations. Requirements: The freelancer is required to develop a single platform capable of providing web and aap based services for product owner and client user interface, with the following functionalities: 1. Recruitment and Applicant Tracking: Streamline the recruitment process, from job posting to candidate selection, with robust applicant tracking capabilities. 2. Employee Onboarding and Offboarding: Simplify the onboarding and offboarding processes for new and departing employees, ensuring a seamless tran...

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    ...will be used on our various websites and Google Ads. Contest details: For this competition, you are tasked with designing a 940x177px banner bearing the text: "ICIGO: Louez, vibrez, explorez!". This banner is intended for placement on the homepage of our website www.icigo.com. You may utilize the images provided here : First contract details (post-contest): Here are the specifications for the remaining banners: - 1x 220x360px banner with the text "Louez. Conduisez. Profitez. ICIGO." with a punchy style. It will be displayed next to the banners in the right-sid ein some pages of our website such as - 1x 430x200px banner withe the text "Louez. Roulez. Découvrez avec

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    Data Science Engineer 6 days left
    VERIFIED

    We're in need of an experienced Data Sc...cleaning: The candidate should be able to clean and preprocess large datasets. - Data analysis: The candidate should be proficient in analyzing data and extracting actionable insights. - Machine learning modeling: The candidate should have experience in building and implementing machine learning models. Although specific programming language requirements were not provided, proficiency in Python, R, or Java would be a strong advantage. This project does not specify a particular industry domain, but any prior experience in Healthcare, Finance, or Retail would be beneficial. Please bid on this project only if you have a solid background in data science, machine learning, data analysis, and are proficient in the programming languages m...

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    3D Video Script Development 6 days left
    VERIFIED

    I'm in need of a script that can produce a 3D flipbook video similar to the one I've provided. The script will take source images and render them into a 3D video using , Python, PHP or any other solution Requirements: - Development of a script that can process images into a 3D flipbook video - Experience with framework is preferred - Ability to understand and replicate the style and functionality of the provided reference video - Past work in similar projects is necessary, so make sure to include this in your application If you're interested, please contact me for more information.

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    App Startup Crash Bug Fix 6 days left
    VERIFIED

    I'm experiencing an issue in my Android application where it crashes on startup when opening specific features. The bug seems to trigger and cause the application to malfunction. I am therefore in need of a skillful develop...cause the application to malfunction. I am therefore in need of a skillful developer with solid experience in Android app development and debugging to help address this glitch. Essential Skills: - Proficient in Android App Development - Advanced troubleshooting and debugging skills - Familiarity with Login features mechanisms Responsibilities: - Identify the root cause of the crash - Implement a solution to stop the app from crashing on startup - Ensure proper functioning of the login feature. I look forward to a quick resolution of this critical hindr...

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    I have a loading bar that needs to function as a progress bar. I've used GSAP for the rotation animation on the loading bar, but it is not working. It seems to be a techni...to be a technical issue and I suspect it's due to my lack of GSAP knowledge. I need a developer who can help me troubleshoot this and get it working. Key Requirements: - Troubleshoot the GSAP rotation animation on a loading bar - Ensure the loading bar functions as a progress bar - Identify and rectify any technical issues causing the animation to not work - Provide clear documentation on the solution Ideal Freelancer: - Experienced with GSAP and animation - Proficient in JavaScript and front-end development - Strong troubleshooting skills to identify and fix the issue - Good communication skills for...

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    ...idea to life. This project is not for the faint-hearted; it will involve breaking barriers and creating something entirely new. Key Functionalities: - User Profiles and Accounts: The site will need to allow users to create and manage their profiles. - Messaging and Communication Features: It should include real-time messaging, group chat capabilities, and possibly video/voice calls. - Content Sharing and Posts: Users need to be able to share a variety of content like text, images, videos, and more. - Plugin Integration: The successful candidate will need to be able to incorporate plugins into the site for enhanced functionality. Specific Plugins/Integrations: - Payment Gateway Integration: Users may need to make payments on the site, so a secure payment gateway is needed. - Soc...

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    ...Workflows I'm looking to create a WhatsApp CRM that incorporates a variety of features to improve our customer relations and team management. Key Features: - Scheduling Surveys: The system should support date availability checks, scheduling and booking confirmation via WhatsApp to our staff. Their responses should organise them into yes and no groups. This will help us automate repetitive tasks and sharing of information to groups of people. - CRM Management: I am an agent to film ans supply extras for background. This requires searching for certain character features of our staff. For example brown hair, 5"4 female. of male 6'2 blonde. I then send a availability check to work on certain dates and if they agree i send their profile to the production for approval....

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    Productbrochure / Productcatalog Hello, we have technical Products here in Europe and search a solution for Productbrochure and Productcatalog as PDF output. I have worked before with Microsoft Publisher, but I search a solution for 2 Catalogs. First Catalog with small products and easy products with photos, details, part number, price for automatic publishing via a Excel File and the second Version is a Catalog which i must make with a software manuell/self, because very strong products, which are not possible to create via excel, only a catalog as information and .... have you a easy and good solution for us, that we can change weekly the products because we add every week 10-50 new products in our excel / erp / website and in the brochure than. But we need a easy...

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    Hi Mahamud R., this is Rhonda Sweetman and you did a logo for me already for this business but I need you to do another one because the guy who is a partner in the business already had one and we want you to dress it up if possible. I am trying to use the chat but it won't give me a box to write my message in so I am doing it here. I can get emails so maybe that is the way to go. I will send you a pic of the logo that is he has now. Please let me know how if you get this message, thank you.

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    I am in need of a proficient customer service representative who can manage telephone support, email inquiries, and live chat for my business. The role will demand 1-4 hours of availability per day. The ideal candidate must be fluent in English. Key Responsibilities: - Handling inbound and outbound phone calls - Responding to customer's emails in a timely manner - Providing efficient and friendly live chat support Ideal Skills/Experience: - Prior experience in customer service roles - Exceptional communication skills - Proficiency in English (spoken and written) - Ability to multitask and prioritize tasks - Familiarity with using live chat software - Flexibility to work 1-4 hours daily - Previous experience in e-commerce customer service would be a plus If you're a di...

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    Hi Md Kamruzzaman R., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

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    My project is centered around building a lively, vibrant community website for individuals battling depression. Here are the features required: - A forum for discussions: This crucial feature will let users engage in public conversations, sharing their concerns, triumphs, and support each other. - An Anonymous chat room: Here, members can engage in private and secure chats, providing a safe haven for expressing themselves without fear of judgment. - Resource directory: This will serve as a hub for sharing valuable materials and resources that can help in different ways. - Video chat: Similar to Omegle, this will enable one-on-one interactions via video, promoting stronger bonds among the community members. - Personalized sign-in/sign-up functionality: This unique feature...

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    I am in need of an experienced iOS/Android developer with website development knowledge to create an information sharing platform. Our target audience are parents and the main purpose of the platform is to provide attendance notifications Key Requirements: - The platform needs to cater to both app and website users, with user accounts and profiles enabled on both. - Ease of use and parents-friendly interface is crucial to make the platform engaging and accessible to its target audience. Note: I already have the website. probably needs a small change for the push notification Ideal Skills: - Proficiency in iOS and Android app development - Strong understanding of website development - Experience in creating user accounts and profiles on both apps and websites - Familiarity with de...

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    I'm looking for a developer who already has pre-built car rental software. The software should have the following features: - Vehicle inventory management - Online booking system - Payment gateway integration I need to customize this software to cater to the needs of tourists. This includes making the booking system user-friendly and ensuring that the payment gateway is secure and in...user-friendly and ensuring that the payment gateway is secure and internationally accessible. Ideal candidate will have experience in: - PHP development - Software customization - Familiarity with car rental industry Your understanding of both PHP and the challenges of tourism will be a huge plus. The project requires someone who can hit the ground running and deliver a high-quality, user-friendly ...

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    ...medical professionals and travel nurses to offer them tailored opportunities and support. What We Need: We're seeking a talented web scraper who can help us gather specific data on medical professionals with new NPI numbers. Your task will involve targeting individuals in specific states and collecting their information accurately and efficiently. Your Responsibilities: Develop a web scraping solution capable of targeting specific states and names of medical professionals with new NPI numbers. Ensure the accuracy and reliability of the scraped data. Customize the scraper to meet our specific requirements and adapt to any changes or updates in the target websites. Deliver the scraped data in a timely manner, adhering to project deadlines. What We're Looking For: Prof...

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    As part of this project, I'm looking for a detail-oriented and efficient Virtual Assistant to handle the role of data entry. Your tasks will involve sharing data details and converting screenshots. Skills and Experience: - Proficient in screenshot file conversion. - Strong data management abilities. - Excellent attention to detail. If you're good at handling data, and have a knack for file conversion, this job is for you.

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    Create a logo for RIVAL that is identifiable from the street, very clean and simple. Needs to state Muay Thai . I will send references images of I ideas . Please incorporate the R into the logo .

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    Hello, I am looking for a programmer with expertise ...and ensure you are the right fit for this task. Application Instructions: Please submit your proposal with the aforementioned details and any relevant experiences. Understanding my requirements clearly will be a key factor in my selection process. Additional Considerations: I am also open to any constructive suggestions or improvements proposed by the programmer. I am not looking for a partial solution; if you see any aspect that could be enhanced or added to my request, I welcome your insights and innovations. I value proactive engagement and creative solutions that could enhance the efficiency and functionality of the project. I look forward to your innovative solutions and working together to streamline our workflow. Bes...

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    I need a marine expert to guide me through understanding the wind impact on a plastic barrier in a saltwater environment. The deliverable of this project is a proposal for the appropriate anchoring solution for this barrier. Key Requirements: - Understanding of wind impact on marine structures - Familiarity with anchoring solutions for marine barriers - Experience with plastic materials in saltwater environments Ideal skills and experience: - Marine engineering or a related field - Experience in working with barriers or similar marine structures - Familiarity with the behavior of plastic materials in saltwater - Previous projects involving wind impact assessment Your proposals should outline your experience in similar projects and how you would approach this task.

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    This task entail...and login procedure. - Facilitate the input of personal data and professional skills during the profile creation process. - Enable continuous modification and updating of profiles for a tailored user experience. 2. Messaging System: - Embed a live messaging system to ensure instant and fluid communication. - Incorporate the capacity to attach files within the messaging system, enhancing data sharing. - Implement a feature that provides users with immediate alerts for new messages. The ideal candidate for this project should have remarkable experience in job board development, knowledge of real-time communication implementation, as well as excellent UI/UX skills for user-friendly profile management system. Expertise in notification systems would be a significant ...

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