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    I'm looking to develop a Microsoft Access database to manage and print cage cards for laboratory mice from an existing Excel file. The Excel includes columns like Cage ID, Strain, Sex, Age, Mouse ID, and Notes, among others. Each card should group mice by their Cage ID and include relevant details such as Strain, Mouse ID, Sex, and [login to view URL] ...details such as Strain, Mouse ID, Sex, and [login to view URL] Requirements:Database Development: Create a database from the Excel [login to view URL] Card Design: Design printable cards with the listed [login to view URL] Functionality: Enable direct printing from [login to view URL] Interface: Simple UI for selecting and printing cage [login to view URL] provide a quote and timeline for this project, along with any similar wo...

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    I'm looking for a Wordpress developer to assist with theme creation and plug...with theme creation and plugin development for my website. I don't have specific examples of designs or features that I admire, but I'll work with you to establish my preferences as the project evolves. Key responsibilities will include: - Create a Wordpress page to suit my requirements. - Developing plugins to enhance the functionality of my site. Ideal candidates for this job should possess: - Proven experience in Wordpress theme customization and plugin development. - Ability to present and past work to demonstrate their skills. In your applications, please include your past work relevant developed under WordPress and plugin development. This will help me assess if you...

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    ...ensuring that all emails sent from our app are routed through SendGrid's API or SMTP. Key Requirements: - The transition should be smooth, with no disruption to the email functionality. - The SMTP settings or API keys for SendGrid will be provided. - The integration should cover all types of applications - web, mobile, and desktop. Ideal Skills and Experience: - Proficient in PHP, as our primary programming language for the web application is PHP. - Prior experience with GoDaddy to SendGrid migration and SMTP integration would be advantageous. - Familiarity with SendGrid's API and SMTP services. - Strong communication skills and ability to follow instructions precisely. Please note that security and data integrity are of utmost importance. We're looking for a d...

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    I'm seeking an experienced Python programmer to create a programming solution for WLED. This will be primarily used to create innovative lighting designs, specifically tailored for interior designers. Key Requirements: - Proficiency in Python programming language - Prior experience with WLED - Knowledge of advanced lighting techniques - Previous work on projects for interior design industry would be advantageous. Just write an API call with WLED json for WLED. I got a stripe with 300 LED. At power on start with LED 1, switch on one after another until LED 300 is reached. Let all switched on. This project presents a wonderful opportunity to showcase your programming skills in a real-world application enhancing the creativity of interior designers. Let...

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    I'm looking to develop a Microsoft Access database to manage and print cage cards for laboratory mice from an existing Excel file. The Excel includes columns like Cage ID, Strain, Sex, Age, Mouse ID, and Notes, among others. Each card should group mice by their Cage ID and include relevant details such as Strain, Mouse ID, Sex, and Requireme...mice by their Cage ID and include relevant details such as Strain, Mouse ID, Sex, and Requirements:Database Development: Create a database from the Excel Card Design: Design printable cards with the listed Functionality: Enable direct printing from Interface: Simple UI for selecting and printing cage provide a quote and timeline for this project, along with any similar work you've done.

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    I'm in serious need of a guru in Networking, with demonstrated proficiency in C++. The exact programming paradigm you would be working with was left unspecified, affording you enough flexibility. This project would benefit from: - Deep understanding of Networking principles - Fluent C++ programming skills - Ability to work in a not specified programming paradigm You're invited to share proposals if you're confident in your flexibility and adaptability. Looking forward to scrutinizing how your expertise aligns with my project demands.

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    As an artist experimenting with AI-generated cartoon art, I need a face descriptive describer capable of identifying and capturing intricate details. The tasks shall incl...and capturing intricate details. The tasks shall include: - Recognizing basic facial features, namely eyes, nose, mouth, ears, and chin. - Evaluating and conveying precise details such as expressions, wrinkles, freckles, and more. - Understanding and distinguishing features in the context of cartoon-style artwork. The successful freelancer would preferably have substantial experience in AI programming and an understanding of artistic elements. With your assistance, I aim to make my art more engrossing, fueling creativity with technology. An appreciation for art or experience in similar projects would be adv...

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    I am looking for a Python expert capable of automating tasks within Plaxis software. Your primary responsibility will be to devise a Python code that can define the heterogeneity of the soil in Plaxis 2D. Skills and Experience: - Strong Python programming skills - Prior experience or understanding of working with Plaxis software - Experience in defining soil heterogeneity using Python - Background in Geological Engineering or related field would be a bonus Details of the job: - Write Python code for Plaxis software automation - Develop a system to define soil heterogeneity within Plaxis 2D - Test the code for accuracy and efficiency - Provide comprehensive documentation on how the code works Your expertise should ideally lead to more streamlined and efficient use of the Pl...

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    ...human movement detection and speed calculation system using my DVS346 camera. This system should also include custom data models. Key Requirements: - Real-Time Human Movement Detection: The system should be able to detect human movement in real-time. This is crucial for the intended application in healthcare monitoring. - Movement Speed Calculation: In addition to detecting movement, the system should also calculate the speed of the detected movements. This data will be used for further analysis. - Custom Data Models: The project involves creating custom data models to facilitate the detection and speed calculation processes. Expertise in data modeling is therefore essential. Ideal Skills: - Strong Python Programming: The core of this project is the Python ...

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    I'm in urgent need of an expert Kotlin developer. Ideal Skills: - Exceptional Kotlin programming knowledge If you are versatile, adaptable, and have a strong understanding of Kotlin development across various aspects, please bid on this project.

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    I need an iOS app developed that will include a hotel booking feature. The app will have a total of 12 screens, and I will provide the API and designs that you will need to implement. Key Features: - Hotel search functionality - Detailed view of hotel listings - Hotel booking capability Payment Page Time 4 days

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    I'm experiencing a socket disconnection problem that occurs frequently during real-time data transfers between the app and server. Here's what I need: - An expert in React Native/Nodejs who can identify and fix the issue. - Someone with experience in handling socket connections, especially with real-time data transfer issues. - The disconnection error happens while exchanging data between the app and server. I need the issue resolved without affecting the app's performance. Ideal skills for this project would involve React Native, Nodejs (Express server), and strong troubleshooting abilities for connectivity issues. A track record in resolving similar issues would be beneficial. I need the solution to be provided as a small app demonstrate a working...

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    I'm in urgent need of an expert Kotlin developer. Ideal Skills: - Exceptional Kotlin programming knowledge If you are versatile, adaptable, and have a strong understanding of Kotlin development across various aspects, please bid on this project.

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    Java Expert Needed -- 2 6 days left
    VERIFIED

    I'm looking for a Java expert who can help me with some tasks related to Java programming. This includes Intellij and Maven. And you must have expertise on 'Java patterns' and 'Java swing' I will share more details over chat. Thanks!

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    I’m seeking a seasoned Excel macro expert with an efficient approach to task automation specifically for performing calculations. Key Requirements: - Expert-developed Excel macros that automate repetitive tasks, making my workload more manageable. - The macros created should focus on performing calculations, thus, speed and precision are of the essence. - Due to the nature of the project, potential contractors must understand Excel inside out, especially on how to configure and troubleshoot macros. No specific type of calculation was specified, therefore experience with a wide range of calculations from basic arithmetic to complex equations is integral. Your problem-solving skill will be a plus point as the ability to understand and improve current systems is ins...

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    I need a mobile app that primarily serves as an appointment logging tool. Key Features Required...users' device calendars for easy scheduling and tracking of appointments. - Option to Add Notes: There should be a feature that allows users to add notes or details to each appointment for better organization and context. - Client Profiles: The app should allow the creation of client profiles for each appointment, that can be utilized for personal record keeping purposes. The app needs to be developed for both iOS and Android platforms. Ideal candidates should have experience in mobile app development, particularly with calendar integrations. Experience with client profile management and note-taking features is a plus. Strong UI/UX skills are also required to ensure the app is...

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    I’m seeking a seasoned Excel macro expert with an efficient approach to task automation specifically for performing calculations. Key Requirements: - Expert-developed Excel macros that automate repetitive tasks, making my workload more manageable. - The macros created should focus on performing calculations, thus, speed and precision are of the essence. - Due to the nature of the project, potential contractors must understand Excel inside out, especially on how to configure and troubleshoot macros. No specific type of calculation was specified, therefore experience with a wide range of calculations from basic arithmetic to complex equations is integral. Your problem-solving skill will be a plus point as the ability to understand and improve current systems is ins...

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    hello, I have a project from 5 parts and I maked the first,secode,and the third part ,i have to finish the 4th part for sunday , please see the specifications in the pdf and the first,second parts iwhich it done in the zip "rendu1-2" and the third part in the another zip "rendu3" task: rendu 4 deadline: this sunday 19 may budget: 30$ language: french,arabic

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    More details: What specific skills are you looking for in a full stack developer? Front-end development, Back-end development, Database management What programming languages and frameworks should the full stack developer be proficient in? Are there any specific integrations or APIs that the full stack developer needs to have experience with?

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    I'm in need of a skilled developer to create a Java-based EPP interface for the IN Registry that will allow various domain functions to be carried out seamlessly. - **Domain Name Registration**: The interface should be capable of ha...system for tracking the status of domain transfers post-initiation. - Tools for verifying domain ownership as part of the transfer process. Ideal candidates should have: - Proven experience in developing EPP interfaces, particularly in the domain registration and transfer space. - Strong Java programming skills. - Sound knowledge of DNS management. - Familiarity with the IN Registry system is a plus, but not mandatory. If you believe you have the necessary skills and experience to complete this project successfully, please get in tou...

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    I am in need of expertise for uploading my fully developed and tested Android app to the app store console. I have handled all facets of development, ensuring the app aligns with best coding practices and exhibits zero bugs. I also have ready all the required graphics, credentials, and additional elements necessary for a successful app store listing. Ideal Skills: - Prior experience with app uploading procedures - Mastery of the Android app store console - An understanding of app optimization for the store If you are a professional who can seamlessly navigate through app store's upload operations, your expertise is valuable for this project.

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    I'm seeking a skilled Shopify developer to build an E-commerce website for my business. Key Functionality: - Theme customization, PSD/Figma to Shopify, Product Detail page customization Website Features: Even though a custom theme will be developed, no specific features or design elements have been requested at this stage. The ideal candidate for this project should demonstrate: - Proven experience in Shopify development. - Familiarity with e-commerce platforms. - Understanding of good UI/UX principles. - Ability to incorporate specified functionalities without compromising site performance. Please include examples of past Shopify projects in your bid. Write SHOPIFY at the top of the proposal,

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    Café Designer Needed 6 days left
    VERIFIED

    ...beige, comfy, yet stylish feel to the design. Requirements: - Expertise in café/restaurant design - Ability to create detailed layouts - Capability to suggest and share models - Open to proposals and suggestions. I'd like to see your portfolio, especially any previous café or restaurant design projects you've worked on. Please include that in your proposal. Don't reach out if you have never developed any PLAN for store Looking forward to working with you!...

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    Java Expert Needed 6 days left
    VERIFIED

    I'm looking for a Java expert who can help me with some tasks related to Java programming. This includes: - Debugging and fixing the existing Java code - Optimizing the performance of the existing Java code I will share more details over chat. Thanks!

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    I'm looking for an experienced web developer to create a user-friendly e-commerce platform where customers can purchase and send digital gift cards. Key Requirements: - E-commerce Functionality: The website will need to include standard e-commerce features like cart, checkout, and payment ga...transaction history. - Digital Product Delivery: The platform should be able to automatically send purchased digital gift cards via email to the recipient. Ideal Skills: - Proficiency in web development with a focus on e-commerce. - Experience in building user account systems with customization options. - Prior projects involving digital product delivery would be a big plus. If you have previously developed similar platforms, please provide samples of your work. Looking forward to wo...

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    I'm in need of a skilled software developer, experienced in SpringBoot in Java programming. The primary task is to build a web-based tool that will run as a desktop application specifically on macOS. Key tasks include: - Implementing REST APIs - Integrating external APIs, specifically desktop application APIs - Building a scheduler for email notifications using cron jobs - Configuring batch process tasks Ideal candidate should be proficient in: - Java programming - SpringBoot framework - REST API development - Experience with desktop application APIs This is a great opportunity for a developer looking to work on a challenging and rewarding project.

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    I'm seeking an expe...an experienced resume writer to tailor my IT resume optimized for software developer roles in the EU and UK market. I already have an excellent CV, I just need an expert to go through it and fix anything thats not right and make it better for job search in UK/EU. Key Features I want highlighted: - Expertise in Programming languages - Proficiency in Database management Requirements for the project: - Familiarity with IT-specific terms and roles, particularly around programming and DB management in a software development context - Ability to represent advanced skill level effectively - Knowledge of EU and UK job market expectations and preferences for software developer resumes The ideal freelancer will have experience writing IT resumes f...

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    I am in need of a skilled contractor can easily de...and need it up and running again please. Key Requirements: *Experience in using a decompiler like x64dbg or similar tools for cracking software. Software is currently installed and ready for decompiling; preferably make a keygen after that inserts a jump command. • Familiarity with desktop-based software. • Must be able to complete the process without the need for additional purchases. *Teamviewer, Anydesk connection Upon project acceptance, I will provide the contractor with the necessary installation files. Please place your bids after considering the job requirements and complexity. Prompt and successful completion could lead to more such opportunities in the future. Skills Required C Programming C++ ...

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    ...experienced developer to create an admin scheduling system for my website. Key Requirements: - Development: The website should be developed using Laravel. Proficiency in this language is crucial. - Primary Goal: The primary goal of this website is to serve as an Admin Scheduling System. It should allow for efficient management of various activities. - Specific Features: I would like the scheduling system to have a calendar view, user management capabilities, and the ability to generate a timetable. Ideal Skills: - Expertise in Laravel: As the primary development language is Laravel, a successful candidate will have a comprehensive understanding of this programming language. - Web Development: Proven experience in designing and developing similar systems is a plus...

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    I'm looking for a skilled developer who can assist me in creating a basic function within OpenAI's ChatGPT. This function wi...from a table, aiding me in my AI related tasks. Key Requirements: - Create a function within ChatGPT that can extract a specific number from a table. The table will be structured similarly to the example provided in this video: Ideal Skills and Experience: - Prior experience working with OpenAI's ChatGPT or similar AI assistants. - Strong programming skills, particularly in Python, which is the language used to interact with the OpenAI API. - Knowledge of data manipulation and extraction from structured data sources, like tables. - Ability to understand and implement the requirements specified in the video example.

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    I’m seeking a seasoned Excel macro expert with an efficient approach to task automation specifically for performing calculations. Key Requirements: - Expert-developed Excel macros that automate repetitive tasks, making my workload more manageable. - The macros created should focus on performing calculations, thus, speed and precision are of the essence. - Due to the nature of the project, potential contractors must understand Excel inside out, especially on how to configure and troubleshoot macros. No specific type of calculation was specified, therefore experience with a wide range of calculations from basic arithmetic to complex equations is integral. Your problem-solving skill will be a plus point as the ability to understand and improve current systems is ins...

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    I am new to react I need to move the item from the column 3 to column 1. Initially I developed static code. then I used react-beautiful-dnd and splice logic to move item from source to destination I even debugged by putting console.log. console not printing, Providing my code below. Can you let me know how to fix it. ,src%,src%2FApp.jsx&terminal=dev

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    I'm in need of a seasoned Python developer to create a program to scrape information from Telegram channels. The main purpose of this project is to: - Develop a Python program that can successfully extract all usernames from diverse Telegram channels. Given the nature of this project, it would be ideal if you possess extensive experience in Python programming. Understanding the operations and functionalities of the Telegram API is a prerequisite as well. This project requires a comprehensive grasp of web scraping principles and a consistent track record in data extraction tasks. Please bid if you are confident that you can deliver this Python program efficiently.

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    As a business seeking state-of-the-art web solutions, I prioritize Fullstack development for this project. The Wanted Skills: - Mastery in Angular for the frontend development - Knowledge of User authentication, Database integration, and API integration for the backend development Frontend: The frontend development is a core part of this project, and hence, expertise in using Angular is a must-have. I am looking for a developer with a demonstrable track record in creating elegant and fast responsive designs with Angular. Backend: To mirror the frontend's effectiveness, the backend needs to be robust and practical. Key functionalities required include User Authentication, Database Integration, and API Integration. Hence, solid experience in implementing these b...

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    I am in need of a Programmer who is experienced in Python, Machine Learning , SQL and have working knowledge of full stack development. We need someone who can help us training a LLM coding assistant. You would not be working on coding side of LLM, you would be working mainly on creating conversations for a programming problem to train LLM. Ideal Skills and Experience: - Proven expertise in Python programming and Django framework - Hands-on experience with Scikit-learn library for model training - Demonstrated knowledge and experience in Machine Learning and AI Model Training - Working knowledge of ReactJS & NodeJS If you think that you fulfill above criteria. I would be more than happy to talk to you.

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    We are looking for a highly skilled development team to recreate a complex web platform in JavaScript. This is expected to be a three to six month project, requiring a minimum of six full time developers. This platform will reside on the AWS network, preferably using MySql and Linux. We will be recreating a PHP/MySQL platform to a JavaScript/MySQL platform with approximately 200 features. This new platform will require a significant upgraded user experience, integration of animated graphics and faster reports processing. Our current platform has some components that are 10 to 20 years old. You will be creating from scratch and not using ANY of the current code. Key Developer Requirements: - Extensive experience in JavaScript platform development. - Access to sk...

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    ...decentralized AI and GPU-sharing platform. The ideal candidate will combine expertise in AI, blockchain technology, and systems infrastructure to drive the implementation and scalability of the platform. Responsibilities: Design and develop a Layer 1 blockchain infrastructure specifically optimized for task distribution in decentralized environments. Design, implement, and maintain AI services using popular frameworks such as TensorFlow, PyTorch, Caffe2, and MXNet. Develop blockchain components, focusing on smart contracts and decentralized applications (DApps) integration. Manage cloud-based and on-premise GPU nodes, including deployment, scaling, and monitoring. Ensure system reliability and scalability through effective DevOps practices, including CI/CD pipelines, containeri...

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    ...to listen to IVR options and share a transcript of the menus. We also want your program to select each option in the IVR and share a consolidated IVR map capturing all options across each level. Key Features: - Ability to capture and share the entire IVR menu options. - The captured data should be in text format. - The sharing process should be through email. Ideal Skills: - Proficiency in programming and software development. - Strong understanding of IVR systems and call routing. - Experience in developing tools for data capturing and analysis. - Excellent knowledge of email integration in software. The ideal candidate will be able to create a user-friendly tool that can effectively capture, analyze, and share IVR menu options with my team via email or a webportal. Curren...

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    ...users within the app. Technical Requirements: Platform: Android Programming Language: Java or Kotlin Development Tools: Android Studio APIs: Integration with payment gateways, KYC verification services, and backend services for loan account management. Security: Implement robust security measures to protect users' financial information, personal data, and ensure data privacy. Deliverables: Fully functional Android app with the specified features and functionalities, including KYC verification, admin panel, promotions, and chat functionality. Clean, well-documented code adhering to best practices and industry standards. User documentation and support for app deployment and maintenance. Project Timeline: We anticipate the project to be completed within [insert ...

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    Description: We are seeking a skilled PineScript developer to assist in automating multiple trading strategies on TradingView. Our project involves combining 3-4 individual indicators per strategy to create comprehensive, automated trading strategies that can generate precise trading signals. Project Objectives: Strategy Development: Combine 3-4 individual TradingView indicators to create a single cohesive strategy. This involves precise coding to ensure that the strategy triggers trades based on specific conditions dictated by the combined indicators. Testing and Optimization: Once strategies are developed, they need to be rigorously tested and optimized for performance across different trading scenarios. Responsibilities: 1. Work closely with our team to unders...

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    Full Stack Developer Needed 6 days left
    VERIFIED

    I am in need of a Full Stack Developer who is proficient in Javascript, PHP, CSS, as well as all the latest stuff, and has experience with database integration and responsive design to fix our dating website(s) and database. The live project you will be working on it and some of the sites that are identical but branded differently but also part of our network of free dating sites. We will be integrating 60 or so sites into one and making many changes. Some will need to be recoded and some things can be saved. Prefer bite sized approach focused on a trusting long term relationship. You should be highly skilled and fast as well as what you do. We prefer a single individual or very small team. There is also code hacks that are redirecting out traffic that needs to be sorted

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    I need a professional who can help me with a simple task. I want to fork a piece of code from GitHub and dockerize it. The code is very basic, so this task should not take more than 1-2 hours to complete. Once the code is dockerized, I need it to be set up on AWS Fargate. Key Requirements: - Fork a simple piece of code from GitHub - Dockerize the code - Set up the dockerized code...basic, so this task should not take more than 1-2 hours to complete. Once the code is dockerized, I need it to be set up on AWS Fargate. Key Requirements: - Fork a simple piece of code from GitHub - Dockerize the code - Set up the dockerized code on AWS Fargate Ideal Skills and Experience: - Proficiency in Docker - Experience with AWS Fargate - Experience with GitHub - Understanding of basic programming...

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    Build a custodial crypto wallet using TrustWallet open source code. Requirement 1. admin panel required admin can 1. change username & password 2. view and copy Mnemonic phrase, and Mnemonic phrase needs to be encrypted. 3. soft delete and undelete 4. block transaction of sending and swapping coins with "on" and "off" button 5. set or release user as admin 2. backend code required All major coins and network should be included

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    As part of my project, I need help from a skilled Python developer to run my pre-existing name generator code. Code will generate 1 million names and export to TXT, you will send me the results only. • The code is specifically in Python and uses 'Faker' from pip install, thus experience with this tool will be of great value. • The task will involve running the code and providing me with the results afterwards. • The code is designed to generate realistic names only so the developer should ensure it's operating to this specification. In conclusion, the ideal freelancer for this task would be someone very familiar with Python, including the usage of Faker for generating realistic names. Past experience with name generator projects or similar would ...

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    I'm in need of an ...predictions that are precise. Your responsibilities will include: - Analysing and making predictions about specific variables such as temperature, precipitation, and wind speed. - Applying time series analysis to establish forecasts for weather patterns. - Understanding and interpreting relationships between different weather variables using correlation and regression techniques. The ideal candidate should have significant experience with the R programming language and a strong understanding of statistics and forecasting models. Familiarity with weather data and meteorology would be advantageous. Your work will aid our weather prediction efforts greatly. this is the link to data set

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    I need a CPLEX expert to develop an optimization program with a focus on binary integer linear programming. This program will be used to determine the best possible solution from a set of possible decisions. Key Requirements: - Optimization Focus: You will be required to design the program to optimize a specific objective. - Processing Data: The program must be able to handle binary integer linear programming data effectively. - Constraint Management: The program must be able to handle maximum/minimum constraints, equality constraints, and inequality constraints. Ideal Skills: - Proficiency in CPLEX: Expertise in using the CPLEX software to optimize programming problems. - Mathematical Optimization Knowledge: A strong background in mathematical optimization te...

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    I'm in search of a proficient Web Developer to create an interactive portfolio website for me. This website should primarily include an about section, which is expect...executed to maintain interest, utilizing captivating designs and layouts. - Interactivity: The portfolio should not just be informative but also interactive and user-friendly. It should be designed in a way that is easy to navigate for any visitor. Skill and Experience: - Intimate knowledge of UI/UX design principles - A clear understanding of layout aesthetics - Competence in relevant web programming languages - Proven track record of creating portfolio websites - Exceptional communication skills The perfect freelancer for this job would be creative, with a flair for turning basic information into an exci...

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    AI Development cyber security 6 days left
    VERIFIED

    I am looking for an artificial intelligence developer to develop a cybersecurity module using the famous vulnerability logging site CVE As the model is trained on all web vulnerabilities and server vulnerabilities presented, then we provide it, for example, with our website, so it searches for gaps or security problems. Then it gives us reports with the severity rating of the vulnerability, whether inside the server or on the site itself This is a CVE database that the freelancer choosing for this topic might benefit from The model must be highly developed and highly trained

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    I am in n...assistance to change the design of a specific button in my Shopify theme. Key Requirements: - Need to change the design of a particular button in the Shopify theme code. - I want this specific button to be transparent. I will provide further specifics during our discussion. - The project needs to be completed on an urgent basis, so I'm seeking someone who is responsive and can work quickly. Ideal Skills & Experience: - Expertise in Shopify theme customization is a must. - Proficiency in CSS, HTML and Liquid programming language. - Previous experience working with transparent button designs would be a plus. - Good communication skills, as I may have some additional requests or specifications for the design. Please reach out if you can help with this...

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    POCKET OPION API 6 days left
    VERIFIED

    I am looking for an experienced programmer to design and test a program for analyzing the binary options market, utilizing the Pocket Option API. The program should be developed in JavaScript and HTML and run locally on a laptop without the need for cloud services. Project Requirements: Integration with the Pocket Option API. Automated opening of "up" or "down" positions based on predetermined predictive algorithms. 97% positive outcomes from positions executed by the system. Scope of Work: Designing and programming the software. Comprehensive testing of functionality before final delivery. Optimization for performance and stability.

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