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    2,000 machine learning algorithms for geospatial data. applications and software tools jobs found, pricing in USD
    Data Extraction Expert Needed 6 days left
    VERIFIED

    I'm looking for a data extraction expert to assist me in obtaining specific information. The project requires extracting data from various sources, the details of which will be provided upon hiring. Ideal Skills and Experience: - Proven experience with data extraction tools and techniques - Proficiency in handling diverse data formats and sources - Strong problem-solving and analytical skills - Attention to detail and ability to deliver accurate results - Excellent communication and collaboration skills Please note: The specific data type, source and purpose are currently unspecified. The chosen freelancer will be expected to adapt to the requirements of the project and demonstra...

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    Trophy icon AI Academy Logo Design 6 days left

    ...Academy, a start-up focusing on teaching AI for beginners to small businesss and entrepreneurs. The brand image I want to convey is focused heavily on AI and futurism, to reflect the niche AI and mentoring industry I'm in. I am abouttotake itfrom in-person events to an online evergreen course. ? Welcome to Elevate AI Academy! ? We’re excited to embark on this journey with you, making Artificial Intelligence (AI) education accessible to small businesses and entrepreneurs like yourself! ? At Elevate AI Academy, we believe AI has the transformative power to revolutionise your work, creativity, and business growth. We understand that the AI world can seem daunting, especially for beginners. That's exactly why we're here...

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    ...Keycloak software developer with a solid grasp of .NET. The primary goal of this project will be to develop a custom user management and authorization system. Key Responsibilities: - Create a custom user management and authorization system using Keycloak - Implement role-based access control - Develop user registration and profile management features - Integrate the solution with our existing user database The ideal candidate for this project would have: - Proficiency in Keycloak - Extensive experience with .NET - A strong understanding of user management systems and implementing role-based access control - Previous experience integrating user databases List of views: - Login - Users - App roles - User groups Development for User Man...

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    I'm in need of a professional website developer to c...to create a website that will primarily serve as a platform to showcase my products and services. The site will consist of less than 10 pages. Key Points: - The main purpose of this website is to display and describe my products and services in an engaging and user-friendly manner. - I do not require integration with any CRM tools. - The site will have less than 10 pages, which is relatively simple in comparison to larger websites. Essential Skills: - Proficiency in web development - Experience in creating websites focused on showcasing products and services - Strong understanding of user experience and interface design This project is a great opportunity for a web dev...

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    ...developer proficient in both Binance Smart Chain (BNB) and Ethereum, as the project involves creating a decentralized application on the Binance Smart Chain platform. Key Deliverables: - Develop a user-friendly decentralized application on the Binance Smart Chain platform - Implement necessary smart contracts for the application - Ensure seamless integration and functionality of the application Ideal Skills: - Proficient in Binance Smart Chain (BNB) and Ethereum - Hands-on experience in developing decentralized applications - Strong knowledge of smart contracts - Ability to ensure high-quality integration and functionality - Prior experience in developing for the Binance Smart Chain platform would be a plus Your expertise in BNB and...

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    As a beginner, my goal is to apprehend the expanses of React. The specific areas I would like to delve into: - Understanding the component lifecycle - Learning about routing and Redux - Grasping the nuances of backend seamless connectivity - Adapting to production-level codebase - Comprehending the usage of TypeScript and Tailwind CSS for a superior UI Additionally, I'm looking forward to creating a complex web application incorporating engaging UI elements using React and its corresponding technologies. The perfect candidate for this project should ideally possess comprehensive knowledge in React and be an experienced, patient tutor capable of simplifying complex concepts.

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    I'm in need of professional and formal voice overs for a variety of projects including commercials, narrations, e-learning courses, audiobooks, and more. The ideal candidate should: - Have a professional and formal tone in their voice - Have experience in voice over work in various mediums - Be able to deliver high-quality recordings - Be able to take direction well and deliver in a timely manner Please send samples of your previous work.

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    ...vehicles, each vehicle carrying capacity and price for each (euros per kilometer). - Name of places (villages and towns) with employees in each. Employees should have an attributes of ID number; First and Last name; Department name; work position; team name. - Manually marking existing transportation stops and use them for calculations. - Destination will be the same for all routes. - (May use similar parameters as shown in example link below) Application output should be a marked routes with stopes in maps, which vehicle should go on that route, how many people it should pick up on each stop and list of people that should be present on each stop. Also a table of estimated time of arrival for each vehicle to each stop an...

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    I'm looking for a seasoned developer to create an AI Meeting Tool that will be compatible with both Windows and Mac operating systems. This tool should have the following features: - Advanced speech recognition and transcription capabilities to accurately capture and transcribe meeting conversations - Integrated with major calendar apps for seamless meeting scheduling - Automated email notifications for meeting reminders and updates Preferred Skills: - Proficient in AI, specifically in speech recognition and natural language processing - Experience in developing software compatible with Windows and Mac - Strong understanding of calendar integration and email automation On-Prem Client: Quivr Agent * Install...

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    I'm looking for an experienced developer to a piece of software for my jewellery repair business. I do work for several stores and they each send me multiple jobs per week. Some of these jobs are ok to just do, however some require quotes/estimates. I need software that will let my customers log in to a portal and view and be able to proceed/decline and comment on each individual estimate. I would like them to get notified of each estimate to their email and also for my email to be notified whenever they proceed/decline or comment on an estimate Key Requirements: - The software could be designed primarily for use on the web or an app - The main purpose of the software is allow customers t...

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    Hi, For this project, you need to develop from scratch using React.js, based on a sample design. Node.js will be utilized for the backend, with a project duration of 1.5 months. You won't be building everything from the ground up, but rather integrating existing modules. If you have no prior experience with chatbots or are unfamiliar with RAG (Retrieval-Augmented Generation), please do not bid! Please read the document below!

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    We are in search of a proficient English speaking Executive Assistant/Custo...will include, but is not limited to: - Providing comprehensive administrative support - Effectively managing emails and scheduling tasks - Handling phone calls and professionally dealing with inquiries - Working during business USA business hours (can be any time zone) Proficiency across a broad range of common office tools, virtual meeting software and CRM platforms will be viewed favorably. While no specific industry knowledge is required, general adaptability and the ability to learn on-the-fly will be crucial. Flexibility, strong operational skills, and excellent communication form the ideal skill set for this role. We will provide adequate training ...

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    I am looking for a skillful editor to handle videos for my YouTube channel, focusing on AI. The aim of my channel is providing creative presentations about various AI concepts. - Content: The videos will mainly include AI tutorials and demonstrations of AI in daily life. - Video Length: The ideal duration should range between 5 and 10 minutes. - Audience: The target audience possesses a basic understanding of AI concepts, so the explanations should be comprehensive without being overly technical. Ideal Skills And Experience: - Proficiency in video editing software. - Knowledge and experience with AI tools. - Ability to communicate complex AI concepts in a visually compelling, easy-to-understand manner. - Creativity and abi...

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    Auto Shop Car Management App 6 days left
    VERIFIED

    ...focused on service reminders and maintaining a history of maintenance tasks. Key Features: - **Service Reminders**: The app should have the capability to send service reminders to the Auto Repair shops in the form of push notifications. - **Maintenance History**: The app should allow the Auto Repair Shop to maintain a comprehensive history of maintenance tasks performed on vehicles. Ideal Skills and Experience: - Experience in developing mobile applications, particularly those with a service reminder feature. - Proficiency in both iOS and Android app development. - Previous work with apps that have a strong focus on data management, storage, and retrieval. - Experience developing applications that manage reminders and notifica...

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    ...landscape designer to create landscape plan for attached drawings. auto cad file is available. This project requires a creative mind and an eye for detail. Key requirements include: - Designing a landscape plan for around buildings and drive isles. - Example of work needed provided - Incorporating synthetic lawn small-medium tree in front of each unit - Including garden beds with Xeriscaping landscaping method developed especially for arid and semi-arid climates that utilizes water conserving techniques Ideal candidates will have: - Previous experience in large residential landscape design - Proficiency in using design software and tools - Strong understanding of different types of flora and fauna - Excellen...

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    ...daily lives, revolutionizing the way we communicate, work, and interact with the world around us. From the invention of the wheel to the development of artificial intelligence, humanity has continuously pushed the boundaries of innovation to create tools and systems that enhance our capabilities and improve our quality of life. The rapid pace of technological advancement has transformed virtually every aspect of society, from healthcare and education to transportation and entertainment. One of the most significant impacts of technology is its role in fostering connectivity and communication on a global scale. The advent of the internet and social media platforms has enabled people from diverse backgrounds to connect, share ideas, ...

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    Trophy icon Minimalistic Gym Logo Design 6 days left

    I'm after a skilled graphics designer to create a minimalistic logo for my gym. I want to incorporate a Tiffany blue, lilac purple, and possibly white and black. The logo should also incorporate the symbol of a star with EEC. Your style should ideally complement the minimalistic and modern theme I have in mind. Strong command over graphic tools and previous experience in logos designing would be appreciated.

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    I am looking for a skilled and experienced content creator to produce several coloring videos to promote coloring books on TikTok. The goal is to use these videos to increase sales of the coloring books on Amazon. In terms of content, you will basically be filming yourself coloring in the books. Further instructions about the specific will be given when discussing the project. If the videos are successful, a long-term collaboration is possible. Skills & Experience: - Love of drawing and filming - Experience in creating TikTok videos - Creativity and originality in content creation - Having the necessary equipment (camera, drawing materials, tripods...) - Previous experience with UGC campaigns and drawing-based content is a plus Important: You must ...

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    I'm in need of a Windev developer who spe...a Windev developer who specializes in reverse engineering of Windev applications. The tasks primarily include software development, and troubleshooting and debugging of the application. Key Requirements: - Specialization in reverse engineering of Windev applications - Proficiency in software development and able to troubleshoot and debug when necessary This project is ideal for a Windev developer with a keen eye for detail and extensive experience in reverse engineering. The ability to quickly adapt to the existing application's code structure is a must. I have a ready-made windows application, I want to make some changes, but we no longer have source files...

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    I am seeking a Python expert to deploy and debug a web application from my Github repository. Requirements: - Experienced with Python for web development. - Has expertise in deploying Python web applications. - Must be knowledgeable in debugging Python code and fixing potential issues. - Familiarity with Python web frameworks like Django, Flask, or Pyramid (actual framework used will be confirmed during the kick-off meeting). Your role will specifically involve deploying and debugging my Python web application to run locally. Experience with data analysis and machine learning will be beneficial. A background in similar roles/projects will be highly regarded.

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    ...a highly proactive and organized virtual assistant to support me with various administrative tasks. As I anticipate needing assistance for more than 20 hours a week, applicants should be able to dedicate a significant amount of their time to this role. Key Responsibilities: - Efficiently manage my email - ensuring no important messages are missed, composing drafts, and coordinating responses as required. - Schedule appointments, ensuring my calendar is up-to-date and that conflicts are resolved. - Keep my digital and physical documents meticulously organized and easily accessible. Communication Tools: - Given the nature of the tasks, it's essential that you're able to communicate effectively and in a timely manner. I pr...

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    I'm urgently seeking a Django expert to develop a backend application for my project. This application requires: - User authentication and authorization, roles: Global Administrator: - Access to everything Application Administrator: - Access to application and data for all companies Company Administrator - Access to all applications and data for companies assigned to them Application roles (not administrator) - Supervisor - HR - User - Database: PostgreSQL - Integration with external APIs - Data processing and manipulation functionalities - Integration with a National ID validation API: - Security: JWT Token APIS: 1. User validation (username - password) - method: POST OK - Status 200 { jwt_token, refre...

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    I'm looking for a network specialist to install a Ubiquiti-based network in my home. The main device to be installed is the UniFi Dream Machine. Cat5 already installed throughout the home. Would like additional unifi access (U6 Wall) points to ensure full coverage. Key Requirements: - Full home network setup: This includes configuring the UniFi Dream Machine and ensuring proper connectivity throughout the premises. - train homeowners on network and firewall (in person) - provide information on how to add cameras (in person) - local only Ideal Skills/Experience: - Proficiency with Ubiquiti networking equipment, especially the UniFi Dream Machine. - Prior experience with setting up full home networks. - Strong troubleshooting skills for...

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    I am seeking a seasoned expert, proficient in implementing deep learning models with a focus on video analytics. The key task of this project is to form a model capable of recognizing various activities from surveillance footage captured in mixed environments, both indoor and outdoor. The ideal candidate must have: - Significant experience with video analysis techniques using surveillance camera footage - Mastery in deep learning methodologies able to identify diverse activities - An understanding of challenges and solutions related to operating in mixed environments This project requires a high degree of reliability, attention to detail, and innovative thinking to recognize a broad array of activities in various conditions.

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    configure haproxy and ssl 6 days left
    VERIFIED

    configure haproxy with my VPS (digital ocean) - I have multiple applications - vue and django - for development Request: - configure domains and subdomains for applications - link domains wiht docker services or containers - configure Lets enctypt certificate

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    I'm in need of a mobile application that can manage the calendar for my kids club. Key Features: - Event Scheduling: The app should allow me to easily schedule various activities for the kids. - Push Notifications: It should send out notifications to parents and guardians about the upcoming events. - Attendance Tracking: The app should also have a feature for tracking the attendance of the children to the club's activities. Target Audience: - The target audience for this app is primarily 6-10 years old. The ideal developer for this project should have experience in developing cross-platform mobile applications, specifically for iOS and Android. Additionally, experience in creating apps for children or educ...

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    SmartApps, a dynamic brand evolved within a service IT company, is on the lookout for a skilled iOS Developer to join our team. We specialize in developing iOS applications integrated with our advertising SDK, catering to the affiliate marketing industry across various sectors including gambling, betting, utilities, and finance. Please check before applying: Opportunity Details: - Contractual Employment: Work with us on a project basis, with compensation provided for each completed application. - Flexible Workflow: Our development process is streamlined with our workflow system, which includes defined statuses and access to our order management system. Quality Assurance testing is conducted at various stages to ensure product quality. Your Role: - Dev...

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    ...around the Christian Bible, and strive to engage students with the use of Biblical stories, themes, and characters. Key deliverables would include: - Units that will cover the Book of John and its essential components of ESL learning: vocabulary, grammar, and reading comprehension - Each unit should emphasize a review of a different story, character, or theme from the Bible, ensuring a well-rounded engagement with the source material - Integration of Biblical text into the workbook, but in a way that is conducive to ESL learning - this should be easily understandable and not require prior Bible knowledge. - WEB version of the Bible will be used which is public domain. The ideal candidate for this project should have: - Proficien...

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    I am looking for an experienced IOS app developer to create an application with a specific functionality. The app will host a step-by-step guide for a construction process featuring images with detailed annotations to instruct users. Upon completion of these guided steps, the app should generate a report. This report will primarily act as the quality control document and consist of the user's inputs and selections made throughout the process. The report, after being created, should be accurately converted into a PDF format before being sent to an email address provided by the user. Key skills and experience: - IOS app development - UI/UX design - Ability to integrate email functionality - Experience with PDF generation from within an app - ...

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    I'm looking for a talented UI/UX designer who can create a sleek, futuristic design for a new mobile application. Key Requirements: - Design a user interface that is both visually appealing and intuitive, following modern design principles. - Create a user experience that is seamless and engaging while reflecting the futuristic theme. Your Experience: - Proven track record in designing modern, high-quality mobile applications. - Strong understanding of user experience and interface design principles. - Prior experience in creating futuristic or cutting-edge designs will be a plus.

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    I'm seeking a skilled individual with expertise in Proxmox and virtual machine setup. Key tasks to perform entail: - Setting up Windows virtual machines on Proxmox - Capturing comprehensive screenshots throughout the setup process to document and verify completed work. The ideal candidate should master the use of Proxmox for creating virtual machines and have a keen eye for detail to ensure high-quality instructions are created and followed. A good understanding of Windows operating system configurations is a must for this work. Efficiency and accuracy in both setup and documentation are highly valued.

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    I have an illustration that I ...into a vector format. This is so it can be used for print media, improving its resolution and flexibility. Key Requirements: - I need a skilled professional to create a vector version of the illustration, ensuring all details are maintained and edges are clean. - The vectorization process should maintain the original colors of the illustration. Ideal Skills and Experience: - Experience in vector graphics and illustration digitization. - Proficient in using tools such as Adobe Illustrator. - Excellent attention to detail to ensure the quality of the vectorized image. - Understanding of color schemes and ability to maintain original colors during the vectorization process. The final deliverable should be a...

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    I'm in need of a skilled professional who can assist in recovering a deleted text message of someone from my iPhone. Unfortunately, I do not have any bac...have any backups available. The text message was deleted 11 months ago but I still have the message chat history. The device is in a fully functional state and is accessible for the recovery process. My main goal is to retrieve that deleted text message of the person without any data loss, and ensure the process is secure and confidential. Key requirements and skills include: - Proven experience in data recovery from iOS devices - Proficiency in iPhone data recovery tools - An understanding of iPhone security protocols - A commitment to data privacy and...

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    ...Description: We are seeking a dynamic and results-driven Lead Generation Specialist to join our team at trainrr.io. Our platform specializes in connecting clients with top-notch trainers across various domains such as cloud computing, artificial intelligence (AI), machine learning (ML), and cybersecurity. Responsibilities: Identify and engage potential clients in need of professional training services. Generate high-quality leads for direct training requirements in specialized tech domains. Collaborate with our team to ensure a seamless match between clients’ needs and available trainers. Utilize various strategies to source and bring in training opportunities where will conduct the training sessions. Requirements: Proven...

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    ...Description: The project involves developing a system for analyzing Colombia Rama Judicial files that allows processing, visualizing, and generating reports on relevant information downloaded from the Colombia Rama Judicial. The system will provide tools for analyzing information, generating outputs with annotations, conclusions, and recommendations, and allowing the download of reports in PDF format for each subject consulted. Main Features: 1. Intuitive user interface to access the Colombia Rama Judicial file analysis system from Infolaftsearch. 2. Functionality to upload files downloaded from the Colombia Rama Judicial website. 3. Processing of uploaded files to extract and structure the required information*. 4. Visuali...

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    ...Description: We are seeking a dynamic and results-driven Lead Generation Specialist to join our team at trainrr.io. Our platform specializes in connecting clients with top-notch trainers across various domains such as cloud computing, artificial intelligence (AI), machine learning (ML), and cybersecurity. Responsibilities: Identify and engage potential clients in need of professional training services. Generate high-quality leads for direct training requirements in specialized tech domains. Collaborate with our team to ensure a seamless match between clients’ needs and available trainers. Utilize various strategies to source and bring in training opportunities where will conduct the training sessions. Requirements: Proven...

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    ...this blog is majorly to showcase articles and tutorials. It should be feature-rich with several capabilities: * A comment section for interaction and feedback * Share posts on social media functionality for wider reach * A search feature to easily locate posts Additionally, the blog is expected to have more than 10 categories or topics to address a broad range of subjects. Required skills and experience: * Proficiency in Laravel and WordPress API integration * Experience in creating dynamic, interactive blogs * Excellent understanding of social media sharing APIs * Demonstrable ability to implement searching algorithms If you have done similar projects before, kindly include the details in your proposal. Please make sure your bid is...

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    ...professional to help me reinstall the system and rectify all the problems at hand. The job involves the following steps: 1) Change the OS from Linux to Windows Server 2016 or Higher (This may cause the data to be erased. In this case use the copy of the site and reinstall 2) Download Windows Server 2016 II, Office 2019, , .NET Framework 4.7 or 4.8, Visual FoxPro 9 Executable. And it should be Configured to the present environment. 3) In the first menu of , there is a function “Chemplan Online”. Chemplan database and EXE are residing at the server, this should be connected to the online function discussed above . 4) Chemplan and all its functionality should be tested and should...

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    I have a requirement for someone well versed in Excel formulas and calculations, specifically with respect to tracking approaching dates. The main objective is to monitor upcoming deadlines. Ideal candidates should have: - Proficiency in Excel calculations and conditional formatting - Expertise in implementing algorithms to track deadlines - Strong attention to detail - Previous experience in project tracking or similar Your role would involve setting up the necessary formulas and conditional formatting to efficiently track these dates. Understanding the importance and urgency of deadlines, your input would greatly assist in managing our tasks better.

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    I'm experiencing issues with an Exce...with an Excel file that shows as 'We found a problem with some content...' when trying to open it. The file is 99.7 MB, which may be the issue. File is mainly contact details, text and photos. I've tried Excel's 'Open and Repair' tools with no success. I am aiming to work with an Excel expert who can recover the data without loss, if possible. The freelancer should have: - Intensive experience with Excel - A deep understanding of Excel file structures and experience in fixing corrupted Excel files - Familiarity with various recovery methods beyond just 'Open and Repair' I am looking forward to saving my data with your expertise. Let's discuss a pot...

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    I'm searching for a marketing genius to assist in devising and executing a dynamic, wide-reaching digital advertising campaign. The key aim is to greatly enhance our brand's visibility in the face of stiff competition. Key Project Elements: - Creating compelling ads for Google, Facebook, and Instagram. This will involve a keen understanding of how marketing and algorithms function on each platform. - Ensuring demographic targeting is optimized for ages 18-44. Your knowledge of interests and trends across these age groups will be beneficial. The ideal candidate for this project is someone proficient in digital advertising, with demonstrable experience in captivating audience across Google, Facebook and Inst...

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    ...website and I am seeking a skilled graphic designer to create a unique and professional logo that embodies the essence of my platform. My vision for the logo is minimalistic, hence I prefer a design that is clean, simple, and modern. Additionally, I would like the color scheme to be cool tones, mainly focusing on blues and greens. The ideal logo should be versatile and suitable for multiple applications. It should be able to be used on business cards and print materials, as well as across all digital platforms such as social media and email signatures. Skills and Experience: - Proven experience in logo design, especially in minimalistic styles - Strong understanding of color theory and the ability to ...

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    I'm in need of a Progressive Web Application (PWA) for collecting survey responses towards an onboarding process. The application will feature: - A mixed set of survey questions, including both multiple choice and open-ended questions. - Responses will be sent to a Google Sheet for easy management. - Integration with a payment gateway after the survey for users to proceed with payment. - Survey responses should not be anonymous. The ideal freelancer for this project should have experience in developing Progressive Web Applications (PWAs) and integrating them with Google Sheets and online payment gateways. They should also be able to implement a mixed survey layout and ensure that the survey responses are not anonymous.

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    ...currently under development, and we are seeking an experienced full-service web consulting team to optimize our website’s content and enhance its visibility in search engine results. We understand the critical importance of integrating high-quality content with effective SEO and keyword strategies. We wish to outsource these aspects to a team of skilled creators and SEO professionals to save time and boost productivity. Additionally, we require a comprehensive brand book to establish a cohesive and compelling brand identity for The Encore Project. Our new website will be built using WordPress, utilizing The 7 Theme and Elementor Pro. This platform choice should be considered when designing the home page and developi...

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    ...in both Social Media and Email Marketing. Key Requirements: * Design and implement email marketing campaigns that engage customers and facilitate sales conversions. * Craft social media strategies that promote products or services in creative ways. * Regularly analyse and report on the performance of campaigns. Ideal Candidate Skills and Experience: * Proven experience in setting up and optimizing social media campaigns. * Solid knowledge of email marketing tools and techniques. * Excellent analytical skills to make data-driven decisions to improve marketing efforts. Please note that the in-focus platforms for social media marketing and target audience are not specified at this stage. I am open to suggest...

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    Exercise Description: we have designed a practical exercise to assess your expertise in building and deploying serverless applications using AWS Serverless Framework and AWS CDK. In this practical exercise, you are required to utilize the AWS free tier to demonstrate your skills in deploying serverless applications using AWS CDK (Cloud Development Kit) Your task involves creating an API with GET and POST methods, where the POST method registers a user to a DynamoDB table and returns a GUID, while the GET method retrieves user information based on the GUID. Requirements: 1. Build a CDK construct to deploy serverless applications including API Gateway, Lambda functions, DynamoDB, and IAM roles. 2. Develop a wrapper in CDK to orchestra...

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    ...proficient in creating complex, feature-rich applications and websites. The desired platform should possess: Functionality: Key: Simplicity, efficient but effective - User account creation and authentication process. - E-commerce integration with advanced checkout systems, supporting e-wallet or voucher payments. - Social media integration for wider audience reach. - An accessible and user-friendly interface featuring a drop down size option on products and delivery zone slide bar option. - Sales and delivery order tracking system for customer convenience. - The inclusion of an AI upselling feature tailored to client interests. - Click & Collect option for alternative product acquisition. - Open source data...

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    ...a sophisticated machine learning system aimed at predicting heart risk issues for patients. This system is intended to primarily benefit doctors, patients, and admin workers in the medical field. Key Responsibilities: 1. Developing Predictive Models: The main objective of this system is to efficiently predict the likelihood of a patient having heart-related issues, specifically coronary artery disease, heart attacks, and arrhythmia. Expertise in machine learning algorithms and predictive modelling is crucial. 2. Integration of Data Sets: The system must be able to handle vast sources of patient data to generate accurate predictions. These include patient's medical history, lifestyle information, as well...

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