Software Architecture Jobs

Software architecture is a complex but critical discipline that impacts a wide range of industries. It is the practice of creating a plan or blueprint for constructing every aspect of a software system in order to maximize flexibility, maintainability, scalability, manageability, security, or other critical factors. Software architecture is a basis of efficient software construction and should be the focus of any prospective software project.

A skilled software architecture developer specializes in adding value and creating a powerful framework for the development of software. Their work involves abstract modeling and figuring out how modules interact with each other to support the desired functionality of an application. They also have an eye for detail to enable good UX/UI design and ensure secure coding techniques are employed.

Here’s some projects that our expert Software Architecture Developers had made real:

  • Developing scripts and APIs that process data and generate real-time reports
  • Setting up virtual applications on cloud servers
  • Designing databases with built-in security features
  • Creating several layers of authentication and authorization
  • Integrating payment gateways into eCommerce solutions
  • Maintaining an active directory to safely store sensitive information

The level of knowledge and skill possessed by these talented professionals is unmatched when it comes to planning and designing complex software solutions. These experts make sure all necessary tasks get done correctly so that valuable products can be developed without any hiccups.

We invite you to post your own project in Freelancer.com and hire a Software Architecture Developer today to make your next venture successful!

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    The Systems Integration Specialist’s role is to participate in the planning, coordination, and solution development and implementation activities related to the integration of applications and technologies within the organizations application integration environment. - SI should be able to handle customers. - We will provide one-time training of MyOperator APIs to the SI. - SI will handle the customer's integration with MyOperator post training. - Software development(Optional) if required & being sold to the client.

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    I am in need of a highly skilled Android app developer who can build out an application with a few specific functionalities. These functionalities include: - User login and registration - Push notification capabilities - Stock in and stock out management through manual entry Additionally, the app needs to have the ability to maintain a summary of stock transactions history. The developer should ideally have an understanding of inventory management systems and have experience implementing user login and notification systems for Android apps. This project is more than just simple data entry; proficiency in Android app development, UX/UI designs, and a keen eye for streamlined processes are just a few of the skill sets that I believe will make for a successful project completion.

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    I am seeking a knowledgeable individual to enhance my Telegram capabilities. My primary focus is on advertising promotions, creating chat bots and managing groups and channels. IMPORTANT: KNOW HOW TO SPEAK ITALIAN Key responsibilities: - Develop and manage sponsored advertisements on Telegram - Create automation for interactions via chat bots - Set up and handle on-going management of groups and channels An ideal candidate should have: - Previous experience in managing Telegram promotions, bots, and channel/groups is a must - Strong experience with chat bot programming, preferably in the Telegram platform - Italian language proficiency is a plus. Sto cercando una persona esperta per migliorare le mie capacità di Telegram. Il mio obiettivo principale è promuovere promozio...

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    I am looking for a skilled programmer who can create a software that calculates the volume changes of shares in my country's stock market. Here are the specifics: DATA INPUT: - The ability to import data from a file should be integrated into the software. Having experience in loading data from files will be considered valuable skill for this project. DATA OUTPUT: - The software should display the results of the calculations on screen. Experience in creating user-friendly interfaces is beneficial for this project. VISUALS: - Apart from numerical results, the software should also generate bar charts to provide a visual representation of the volume changes. Therefore, understanding and experience with data visualization, particularly in generating bar charts, is necessary. Given that...

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    My project entails the development of a comprehensive automation tool for efficient tender search. The tool should be designed to search for tenders across a wide range of platforms including: • Government websites • Private company sites • Industry-specific platforms The search criteria to be incorporated in the tool should include: 1. Industry Keywords: The tool should identify tenders in accordance with set industry keywords which will be provided. 2. Geographical Location: The tool must have the capability of sorting tenders based on their geographical location. The automation tool will be performing tender searches on a weekly basis. Required skills and experience: The freelancer who undertakes this project should have some experience in creating automation t...

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    I'm looking for a software that can provide a comprehensive solution to my business needs. The software and app can be similar to like Ola delivery.

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    As a growing business, I am in need of an ERP software developer who's proficient in Java and MySQL. Here are the specifications for the project: - The software should be based on Java and MySQL. - The ERP software should be primarily focused on Human Resources module. Even though I skipped the question on specific functionalities for the Human Resources module, I expect the standard features of such module to be included. Ideal Skills: - Strong proficiency in Java and MySQL. - Experience in developing ERP software, particularly with a focus on Human Resources module. - Understanding of standard features of Human Resources module. Applications: When applying, kindly include your past work specifically those related to ERP and/or HR software development in Java. Your portfolio ...

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    I want to update my current system from ScriptProcessorNode to AudioWorklet, given the fact that the former is deprecated, as I desire to better adapt to advancements in technology. The primary rationale for this update is to accomplish real-time audio processing. This change is expected to give my project improved performance and overall enhanced audio quality output. It is extremely critical for me that we focus particularly on high audio quality, ensuring a seamless and enjoyable user experience. The ideal candidate for this project is a developer with extensive experience in: - JavaScript Audio APIs - AudioWorklet and ScriptProcessorNode - Real-time audio processing - Enhancing audio quality on web-based applications Sound knowledge of modern browser technologies for superlative au...

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    I'm looking for a proficient web developer to create a PHP email merge website. The main functionality is sending emails from 3 tabs with multiple GSuite emails ids, attaching different CSV files to different tabs of emails ids. Here is a brief rundown of the expected features: - The email id should contain 3 tabs. Each tab would serve to attach different CSV files with separate recipient lists. Likewise it will be of multiple numbers - Once all the mails id started, they have to go in a uniform order irrespective of the count. - Want to see the report on time of the mails sending count Key skills and experience: - Strong proficiency in PHP and Web development. - Experience in crafting email sending and managing functionalities. - Familiarity with integrating GSuite email service...

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    I'm seeking a skilled developer to construct an onboarding portal with crucial functionalities that streamline the onboarding process for new associates. Key Features Required: - User registration: A secure process to enable new users to create an account - Document upload: This will majorly handle company documents. The portal should ensure the safe and organized upload and storage of sensitive documents. - Onboarding checklist: Implement a dynamic checklist featuring task assignment and progress monitoring. This tool will facilitate the efficient allocation and tracking of tasks to new employees. Ideal skills and experience include experience in HR software development, data encryption, and understanding of user interface (UI) and user experience (UX) principles. A keen attentio...

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    I am looking for a skilled Laravel developer who can seamlessly integrate two SaaS platforms - a digital business card builder and a robust business ERP system. Both of these platforms are constructed on Laravel and I can provide the source code for both to facilitate the job. Here's what the project entails: - Data sharing between the two systems is primary. I am specifically interested in sharing user profiles, created business cards, user activity data, and invoice data between the two platforms. - You will be responsible for creating connections to allow this data flow smoothly and without any hitches. - Ensuring data integrity and security between these platforms is a crucial part of this task. Ideally, you should have: -Widespread experience with Laravel and knowledge of SaaS ...

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    I'm looking for a skilled developer to assist in creating a SaaS application that targets both small businesses and enterprises. This project isn't just your average application; it requires proficiency in building both web-based and mobile-based platforms to ensure the widest audience reach and usability. Key Features: - User Management: The SaaS app must be able to handle the influx of user data securely and efficiently. Of course, the ability to manage roles, permissions, and track the user's activities is also required. Experience in setting up sophisticated user management systems is integral to this role. - Custom Reporting: The app should provide not only standard reports but also allow for custom report creation. If you are well-versed in building flexible reporti...

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    I attached a screenshot that shows the problem. It shows runtimes error. and it shows some problems when connect wallet. candidate should solve that problem. it is an urgent thing, so I need to start it immediately. Requirement Skills and Experience - Proficient in ReactJS with a strong understanding of its core principles. - Experienced in debugging and error handling within React applications. - Experienced in Web3 for connect wallet - Bonus for Blockchain Detailed attention and a fast turnaround. Thank you

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    DB done, create Ui to show table only. Amend minor formula

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    I'm looking for a skilled python Automation developer who can help me automate web is what the project includes: Write test code for validating the XXX service responses. The purpose is to test that the XXX service is returning expected responses based on different input payloads. It takes test input payloads with details like tenantId and driverId as input. These test payloads are generated from the fixture and read from a json file. It sends these test payloads to the XXX service queue, waits for the service to process them, and then validates the service's response by querying the database where the service logs responses. The main steps are: Clear any existing data from the db tables used by the service for logging. Insert test severity data into the db that the servi...

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    I need a programmer proficient in Mettler Toledo scale communications and PC software application development. The goal is to build a custom solution that enables bi-directional communication between my PC software application and Mettler Toledo scale. The job involves: - Real-time monitoring: The software should be designed to receive weight measurements in real-time from the scale. - Send commands: The software should be able to send specific commands to the scale. - Integration: The software must be built to allow integration with my existing software systems. You must display demonstrated experience in Mettler Toledo scale communications and real-time data capture in PC software application. A background in software system integration strategies is an advantage.

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    Hi I need a custom web application developed in Python/Django that can use the Freelancer API and perform bidding. The application should have a good user interface from where bidding and other functions can be performed like: - Search Project - Create Bid on a Project - Update Bid - List Bids - Bid Actions accept, deny, retract, highlight, sponsor - List Messages - Adds a new message to an existing thread - Should be able to add my multiple accounts of freelancer in the application. - Should be able to bid on a project from a selected freelancer account. Developers with good experience are preffered.

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    I am looking for a skilled PHP developer who will create an email module for my domain using Google Workspace. The main purpose of the module is to send emails from my domain. Key requirements: - Ability to send emails directly from my domain using PHP - Option for attaching files to those emails - Option to fill out the subject, body, sender mail and destination mail using variables The code must be native PHP Ideal Skills: - Extensive experience in PHP - Knowledge of Google Workspace and how to integrate it with PHP In your application, please detail your experience with similar projects. The more practical experience you have, the better. I am looking forward to seeing your applications and starting a potentially fruitful collaboration. The current code (not working, it gives a E...

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    As someone knee-deep in data management, I'm requiring some seasoned assistance for a Google Sheets project with a focus on advanced level features. Key tasks will involve: data base design for small manufacturing unit for sale, purchse, order and manufacturing processes - Data analysis and visualization: Making sense of seemingly chaotic data is a crucial aspect of this job. You should be able to organise, analyse, extract vital insights, and meaningfully visualize them. - Formulas and functions: The complexity of the formulas in the project is advanced and would require extensive know-how of array formulas, query functions, and custom scripts. The ability to create and adapt these formulas to cater to changing requirements will be foundational. - Spreadsheet automation: Automati...

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    I am in need of a dedicated and skilled software developer who can design and develop a Tatkal ticket software that is solely compatible with Windows. The software should have the following features: - Auto-Fill Passenger Details: The software should have the capability to auto-fill passenger details to save on the time taken to book tickets manually. - Integrated Payment: Incorporating the function of a payment gateway within the software to facilitate real-time and smooth transactions is vital. - Basic Security Measures: Being a ticket booking software, there are bound to be transactions of sensitive information. Therefore, the software should take into account basic security measures to protect data from cyber threats. As for the ideal freelancer for this project, you should have...

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    As the representative of an established business, I'm seeking a proficient AI developer to create a sophisticated chat solution designed to add value to our operations. This AI solution will specialize in the fields of natural language processing and sentiment analysis, allowing for a better understanding of client communication and covering a broad range of languages to accommodate our diverse clientele. Key Requirements: - Develop an AI chat solution with natural language processing capabilities. - Integrate sentiment analysis for comprehensive customer interaction understanding. - Support multiple languages to cater to our diverse customer base. Ideal Skills and Experience: - A strong background in artificial intelligence. - Proven experience in developing AI chat solutions. - E...

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    I need a Python script to automate the following process: Read a CSV file ("") containing a list of website URLs. Visit each URL in the CSV. Identify all navigation links present in the header section of the website. Visit each navigation link. Extract all visible text from the main content area of each visited page (home page and navigation links). Store the extracted text in individual .txt files. Each .txt file should be named according to the corresponding URL or navigation link title. Required Skills: Python Web scraping libraries (Beautiful Soup, Selenium, or similar) Experience with HTML and website structure Data processing and file handling Additional Notes: Efficient navigation is important. The script should only visit links within the website's navigation se...

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    As a PHP developer with proficiency in building and modifying subscription modules, your job will involve: - Updating existing features on our subscription module, focusing on the Billing and Subscriber Management sections. - Our primary requirement is to modify the Stripe subscription payment link. This necessitates deep knowledge of Stripe's API and payment procedure. Key skills needed: - In-depth experience with PHP development. - Previous experience with Stripe APIs. - Excellent understanding of subscription modules and their payment procedures. - Knowledge of billing and subscriber management systems.

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    I'm in search of a proficient Pine Script specialist who can help us enhance our trading strategies including creating custom indicators, backtesting, and optimization. Key tasks will include: - Writing custom indicators: To improve our market trends analysis, we need to add some custom indicators. Your job will be to write effective and easy-to-understand scripts for these new indicators. - Creating trading strategies: I need your expertise to develop some new trading algorithms within the Pine Script environment. - Backtesting and optimization: Once the new indicators and strategies have been developed, your next task will be to perform backtesting and optimization to ensure they are performing efficiently. In addition to the mentioned tasks, I urgently require help with pe...

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    I want an app where i can view onvif protocol cameras

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    I need a seasoned programmer who specializes in open source software to assist with renaming and rebranding an existing piece of software. This rebranding effort is to make our software distinct and notably different from the competition. Key Requirements: - Proven experience in open source software programming - Ability to implement new features and functionality to the software - Skilled in changing the identity of software in order to attract a new target audience Ideal Candidate: - Should possess relevant experience in similar projects - Should demonstrate sound understanding and proficiency in programming The freelancer should include in their application, details of their programming experience, an explanation of why they're the best fit for the project, and a strategy on ho...

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    NOT AUTOBIDS, I WANT DESCRIPTION CONFIRMING YOU CAN DO AND EXACT QUOTE ALSO i want like this but modern design same features I am looking for a talented web developer to create a versatile online platform where users can not only sell but also swap items ranging from vehicles to electronics and more. The core functionality of this website should enable users to create personal accounts, post items with specified value ranges, and interact with other users through offers and messages. Here's a breakdown of the project requirements: **Key Features:** - **User Account Creation:** Both regular and specialized accounts for sellers and swappers. - **Item Listing:** Users should be able to list various items including but not limited to cars, bikes, laptops, TVs, furniture, clothing, ele...

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    I need a python simple Flask Expert who has good experience in Python Coding I need a serious and hard working person for long term from Pakistan

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    Salesforce Developer Needed 6 days left
    VERIFIED

    I am in need of a Salesforce expert. The ideal candidate should possess an extensive background in Salesforce development. Key Responsibilities: * Writing Apex Classes and Triggers * Developing Visualforce Pages * Building Lightning Components Moreover, the candidate should be proficient at working with third-party APIs for integrations. Having a good understanding of integrating Salesforce with other systems is a necessity for this role. The chosen resource will be provided with an excellent chance to showcase their Salesforce development skills. If you have the experience matched to these requirements and possess the ability to work with third-party APIs, I encourage you to apply. Let's work together!

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    I am in immediate need of an experienced Laravel developer who can integrate Payment APIs and Data Analytics APIs into a dashboard that I will supply. Apart from integrating APIs, there are specific user functionalities to be built into the dashboard. Key Tasks: - Integration of Payment APIs and Data Analytics APIs into the dashboard - Building user management and account creation functionalities: This involves creating controllers and views to manage user access and permissions, user profiles and handling user authentication. I am specifically looking for a freelancer who has proven hands-on experience in Laravel and API integrations, and has a sound understanding of building secure and fast user authentication systems. Knowledge of Payment APIs and Data Analytics APIs would be a huge ...

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    As a Part-Time Vicidial Developer, you will be integral to the continuous improvement and maintenance of our Vicidial system, ensuring optimal performance to meet our organization's unique requirements. This role is perfect for a committed developer with a passion for telephony solutions and a solid background in Vicidial development, particularly in GoHighLevel integration. Responsibilities: Customization and Configuration: Tailor, configure, and uphold the Vicidial system to align seamlessly with organizational needs. Collaboration: Work collaboratively with cross-functional teams to comprehend business requirements and implement Vicidial solutions accordingly. Troubleshooting: Identify and resolve issues related to Vicidial system performance or functionality, including integra...

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    I'm in need of a capable software developer to create a Windows application for data to be pulled from PDFs to Excel. We're a travel agency and we download visas that are in separate files. All visas have same format. We just want specific information to be pulled from these files into one data set. Including the Visa number, PPT number, Full name .. etc. Key requirements are as follows: - The app needs to process multiple PDFs at once. Bulk processing capability is a necessity for this project. - The final data output in Excel can be in any format. We do not have specific formatting requirements. - The app should be standalone (portable) on windows-based system. The ideal freelancer for this job comes with a background in software development and familiarity with both Window...

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    I currently have a Core PHP project which is 40% complete, and I need a skilled PHP Developer to help finish the remaining 60%. Here's what needs to be done: Key Tasks: - User Registration and Login functionality - Database integration - Payment Gateway integration - Implementing user roles and permissions User Roles: - Admin: Full access and control over the system. - Editor: Limited access, can make changes to content. - Viewer: Can only view and read content, cannot make changes. Ideal Skills & Experience: - Profound knowledge in Core PHP - Experience in developing and integrating user registration and login systems - Strong background with databases and payment gateways - Expertise in implementing different user roles and permission systems. Don't apply if you don�...

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    Seeking a proficient developer to construct an API and website for downloading the master data of the latest companies from www.mca.gov.in. The API should allow the master data to be downloaded in a CSV format. Skills needed include API development, automation, and web scraping. Deliverables include: - A well-structured API for accessing and downloading the latest master data. - An intuitive dashboard to easily monitor the downloaded data. Experience in dashboard creation is necessary. The API should be able to fetch the following details from the master data: - Company Name and Address - Directors' Details - Shareholders' Details - Contact info - Email Strong understanding and experience with API development, data scraping and data management, and visualization are a must fo...

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    Need to develop a Compliance Management System in Smartsheet. I have attached a sample flow of the process. Only Bid if you worked on similar project. As it is a compliance management system.

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    I am looking for a proficient freelancer who can help me track my computer working hours accurately. My primary tasks comprise data entry, email management, and document editing, and I need to efficiently record how much time I spend on each of these activities. Key Responsibilities: - Implement a time tracking system that seamlessly integrates with my tasks - Ensure the solution is automated and does not require manual input from me - Ideally, this system should function through time tracking software Required Skills & Experience: - Proficient in implementing time tracking systems, preferably automated - Experience with time tracking software - Knowledge of integrating these tools with standard data entry, email, and document editing programs - Attention to detail and accuracy in tr...

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    I am seeking an experienced Python developer to assist me in renaming an open source software. The software in question is currently known as "Name 1", and it functions mainly as video management software. I require a professional who - has extensive experience in Python, as that is the language the software is built with - understands the ins and outs of modifying open source software - possesses solid knowledge on video management systems The main task will involve modifying the codebase and implementation documents to reflect the new name that I will provide you with. Getting the naming right across all sections of the code is imperative to avoid any issues in the future. This job will require careful attention to detail, expertise in Python, and a deep understanding of...

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    I'm in need of an experienced Python developer, able to build a log management system designed for security logs. Here's what the project entails: * Log Entry Creation: The system should be able to create entries efficiently and reliably. * Log Entry Search: A powerful search function is necessary to ensure ease of use, enabling fast and accurate location of specific entries. * Log Entry Filtering: The ability to filter entries based on particular criteria is a crucial feature for the correct operation and use of the system. The logs within the system should be displayed in a clear, easy-to-read timeline view. This should provide an intuitive interface, allowing an instant understanding of the log data. Essential Skills and Experience: * Expertise in Python Development * Expe...

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    I am in need of a skilled PHP developer who is well-versed in the Laravel framework. The task at hand involves the integration of my existing custom PHP code into the Laravel framework. Major Requirements: - You will work with custom PHP code and you should be fine even if it's not written with object-oriented programming principles. - The goal is to do the modularization through REST API methodology. List of modules to cover: - User Management - Product Management - Payment Management The ideal freelancer for this job should have advanced skills in PHP, Laravel, and REST API methodology. Solid experience in code modularization would also be a significant asset. You need to be able to take the existing code, potentially not completely object-oriented, and make it work seamlessl...

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    Looking for a full time freelancer , and so dont bid if you are not available for the whole day . I am in need of a highly skilled Selenium expert who understands Python. The critical tasks at hand are Web Scraping and Automated Testing. Your responsibility would be to guide me through these processes and potentially assist in implementing them into the project. The following skills and experiences are required: - Strong expertise in Selenium. - Proficient in Python. - Experience in implementing web scraping and automated testing in Python using Selenium. The project needs to be completed as soon as possible, so I would appreciate prompt responses and efficient work. Budget is fix 1000rs

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    I am going to update device driver to Win11 64bit Kernel Driver don't auto-bid and start with "KERNEL".

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    I'm seeking experienced web scraping specialists to develop and execute a scraper for the Myntra website. This project involves gathering precise data about product prices and specifications from all categories on the site. Your responsibilities: - Develop a robust web scraper tool - Extract and deliver accurate product price data - Extract detailed product specifications - Ensure all categories at Myntra are thoroughly covered Ideal candidate: - Prior proven experience in web scraping - Excellent knowledge of python or similar programming language - Familiarity with Myntra or similar e-commerce websites A successful completion of this project would potentially lead to more web scraping tasks in the future.

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    I'm looking for an experienced developer who can elevate our Coinbiit exchange's UI/UX and backend capabilities. The primary targets are: - Streamlining the registration process - Enhancing the user dashboard design - Improving navigation and menu layout Additional requirements include introducing new features, such as: - Advanced trading charts - USDⓈ-M Futures, Launchpad & Launchpool - Loan features - Integration of Web3 Wallet - Trading bot options The main objective for these improvements is to increase user engagement on Coinbiit exchange. Ideal candidates should have proven experience in UI/UX design, backend development, and implementing digital currency exchange features. Additional expertise in Web3 Wallets and integration of advanced trading chart systems woul...

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    Job Title: Full Stack Developer (.NET Technology) - Contract-to-Hire Job Description: We are seeking a highly skilled Full Stack Developer for our Asian partner, with expertise in .NET technology for a dynamic Contract-to-Hire role. The ideal candidate should possess a minimum of 3 years of prior experience in the field, demonstrating proficiency in both front-end and back-end development. This role demands a proactive individual with a passion for delivering high-quality software solutions. Key Responsibilities: Full Stack Development: Engage in end-to-end development, covering both front-end and back-end processes using .NET technology. Collaboration: Work closely with cross-functional teams to understand project requirements and contribute to the overall success of the development p...

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    I am currently in need of a professional with extensive knowledge and a firm grasp of the Ethereum blockchain, smart contract functionality, and specifically, access control mechanisms. This project will require the person to delve into the smart contract that I have already signed and enable withdrawal capabilities. The successful candidate should have: - Proven experience in building and handling Ethereum smart contracts. - In-depth understanding of different access control mechanisms. - Ability to work efficiently and effectively on personal projects. Key Tasks: - Review my current Ethereum smart contract. - Implement the necessary adjustment to allow for withdrawals. - Ensure the proper functioning of the access control mechanism, upon completion of revising the contract. This proje...

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    I am seeking a proficient Android app developer to create a functional application primarily for logistics within our company. The application’s prime function will be to help coordinate and register the activities of our company vehicles. Key Features: - Adaptable inventory management system for vehicle tracking - Real-time tracking feature to monitor vehicle movement - Capability to input vehicle activity regularly and maintain a record of it The ideal candidate for this project should have vast experience developing Android apps, particularly focusing on inventory management and real-time tracking. Insight into logistics domain will be an added advantage. Communication must be in Spanish. Please send your application in Spanish, otherwise it will be automatically dismissed.

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    In this project, I am looking for an experienced Android application developer to create a blood donation app with geolocation features. The ideal freelancer should have a strong understanding of app interfaces and be able to create a minimalistic and intuitive design that aids user navigation. Key functionality includes: - User registration as a potential blood donor - Search capability for locating suitable donors - Management of individual user profiles - Incorporation of geolocation features for finding local donors Please provide evidence of previous projects where you've implemented similar key features, particularly the geolocation aspect. Your experience in the healthcare app sector would be advantageous but isn't a prerequisite. Most importantly, I value clear commu...

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    As the developer of this project, you will be tasked with creating a fee management system with several specific features and functionalities. Key Features: 1. Fee Collection and Invoicing: This is the primary function of the system. Specific Functionality: - Handling Late Payment Penalties: The system must be capable of automatically applying a fixed amount as a penalty to late payments. This feature needs to be effortlessly manageable and customizable as per our requirements. The ideal freelancer for this job should have extensive experience developing financial systems with similar functionalities. Proficiency in online software development, strong understanding of financial penalties and fees, and a keen eye for usability will aid in the success of this project. Attention to detai...

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    I'm seeking a seasoned Python developer who can help me with a current personal project involving my custom Python toolkit. The primary focus of this toolkit is towards building software powered by Artificial Intelligence. Key Project Requirements: - Debug the three classes in the toolkit. Ensure they're free of errors and are working optimally. - The toolkit is designed to handle machine learning processes. The developer is expected to have a good understanding of machine learning algorithms and their implementation. - The toolkit has been coded to handle moderate complexity tasks. However, your expertise could be needed to simplify or optimize the algorithms for better performance and efficiency. Ideal Skills: - Extensive experience with Python programming and debugging - A ...

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