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    2,000 processing java webcam streaming jobs found, pricing in USD

    The course link on is: /ou/course/java-se-17-programming-complete/106874

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    I'm looking for an 8+ years experienced backend Java developer who is proficient in the creation and implementation of APIs. - Designing, building and maintaining efficient REST APIs in Java - Ensuring high performance and responsiveness of the APIs Ideally, you would have: - Proficiency with Java and experience in backend development - Strong experience with REST API development - In-depth understanding of code versioning tools, such as Git. As this project is ongoing, showing initiative and problem-solving skills would be highly valuable, opening up opportunity for more work in the future. Good communication and reporting skills are required.

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    I'm in need of an experienced React Native app developer to help me create a live-streaming video app. The app should be compatible with both iOS and Android platforms, and should include key features like user registration and login, live video broadcasting, and chat functionality. Key Requirements: - React Native Expertise: You should be well-versed in developing applications using React Native. - Experience with Live-Streaming Apps: Prior experience in building live-streaming video apps will be highly beneficial. - Cross-platform Compatibility: The app must work seamlessly on both iOS and Android devices. - Feature Implementation: You will be responsible for integrating user registration and login, live video broadcasting, and chat functionality into the app. ...

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    I am in need of a proficient individual Java developer who has a solid understanding and experience with Java Netty framework. The primary goal of this project is real-time data processing and the candidate should have extensive experience in dealing with high volume TCP connections and socket management. Key Responsibilities: - The primary task will be real-time data processing. - Handling high volume of TCP connections efficiently. - Proficient socket management. - Ensuring the stability and reliability of the system under high data volume processing. Ideal Skills and Experience: - Expert level of experience with Java Netty framework. - Proven track record in handling high volume TCP connections. - Previous experience in real-time data proce...

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    ...will primarily focus on process automation. The chatbot should possess the following features: - Natural language processing to understand and respond to user queries effectively - Integration with the uchat platform for seamless operation - Customizable responses to cater to specific needs and scenarios User interaction will involve both text-based and voice-based communication. The primary goal of this chatbot is to automate various processes. This will require complex logic and an understanding of the business needs behind the processes being automated. Ideal candidates for this project will have: - Proven experience in creating chatbots with natural language processing capabilities - Certification with uchat or demonstrable experience working with the platform -...

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    I'm looking for an expert in artificial intelligence, specifically with proficiency in natural language processing. The project involves using AI for content creation for social media posts. Desired skills and experience include: - Expertise in AI and natural language processing - Previous experience in content creation algorithms - Knowledge of social media engagement strategies and trends The goal is to generate engaging, relevant, and tailored social media content that resonates with our audience. Bidders should showcase prior work and relevance to this project.

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    I'm seeking a proficient developer to build a comprehensive demo or starter code integrating Snowflake and Kafka using AWS cloud. The ideal candidate should have deep understanding of concepts such as: - Data ingestion - Data transformation - Data storage and retrieval The code should ensure: - Optimal performance - Scalability - Security The code can be written in Python or Java. In-depth knowledge of these languages, as well as experience with Snowflake and Kafka integration, is a necessity for a successful bid on this project.

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    I'm in need of a reliable data entry operator who can help me with data entry and data processing tasks. The data will be provided in physical paper form, and the expected outcome is database creation. Key Responsibilities: - Accurately inputting data from physical papers into a digital format - Processing the data as per the project requirements - Ensuring the created database is structured and easily navigable Ideal Candidate: - Proven experience in data entry and data processing - Proficient in using tools like Excel or Google Sheets - Attention to detail and accuracy in data entry - Ability to understand and follow specific data processing instructions Your work will be crucial in enabling me to organize and analyze this data effectively. I am look...

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    I need a skilled typist to convert two handwritten PDFs into editable Word documents and PDF copies. - The handwriting in the PDFs is very clear and easy to read, so the task mainly involves transcribing this content accurately into digital format. - The final documents must have exact formatting as in the PDFs, so attention to ...the task mainly involves transcribing this content accurately into digital format. - The final documents must have exact formatting as in the PDFs, so attention to detail is crucial. - The deadline for completing the conversion is within 72 hours. Ideal Skills and Experience: - Proficient typist with experience in transcription work. - Excellent attention to detail. - Familiarity with Word processing and PDF editing software. - Ability to meet tight ...

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    Typical Functions: Data Architecture: Leverage your 5+ years of experience in designing and optimizing database solutions. You’ll work closely with stakeholders to create a robust data architecture that seamlessly integrates various data sources. Programming Languages: Demonstrate proficiency in Java and C#. Your code is not just functional but elegant. Team Leadership: As a seasoned engineer, you’ll mentor junior team members, foster collaboration, and drive technical excellence. Cloud Solutions: Familiarity with Azure or AWS is essential. You’ll architect, deploy, and manage cloud-based solutions. Data Import Strategy: Devise a robust strategy for importing data efficiently, ensuring data quality, and maintaining performance. Collaboration: Work closely with cro...

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    I'm in need of a reliable data entry operator who can help me with data entry and data processing tasks. The data will be provided in physical paper form, and the expected outcome is database creation. Key Responsibilities: - Accurately inputting data from physical papers into a digital format - Processing the data as per the project requirements - Ensuring the created database is structured and easily navigable Ideal Candidate: - Proven experience in data entry and data processing - Proficient in using tools like Excel or Google Sheets - Attention to detail and accuracy in data entry - Ability to understand and follow specific data processing instructions Your work will be crucial in enabling me to organize and analyze this data effectively. I am look...

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    I am in need of an advanced word processing application for desktop use on Windows and macOS. The application should have: - Spell check functionality to ensure accurate spelling - Grammar check feature to improve the overall quality of the document - Auto-correct feature to fix common typing errors The project does not require cloud storage capabilities. The key focus is on the word processing features listed above. Ideal freelancers for this project should have experience in: - Word processing software development - Proficiency in developing applications for Windows and macOS - Strong understanding of spell check, grammar check, and auto-correct features - Prior experience in developing similar applications A comprehensive and user-friendly application is a prior...

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    I am looking for an experienced app developer to create an intuitive, user-friendly app for Android and Web platforms. The key features of the app should include: - User registration - Tour package search - Direct booking and payment processing - A platform for clients to leave reviews and ratings - A function allowing users to customize their own tour packages For the payment system, I require integration of credit/debit card processes, direct bank transfers, and a secure Gateway transaction method. Your expertise in the development of similar apps, payment system integration, and user experience design will be crucial for this project's success. Knowledge in the travel and tourism industry is a plus.

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    I require a proficient developer who can handle data extraction from an API response using Spring Boot. The extracted data needs to be segregated into text and numeric data for the purpose of Jasper report generation...extracted data needs to be segregated into text and numeric data for the purpose of Jasper report generation. Key Responsibilities: - Extracting text and numeric data from an API Response - Segregating the extracted data into respective categories for further processing Ideal candidate should possess: - Strong proficiency in Spring Boot - Proven track record in handling API data extraction - Previous experience with Jasper report generation would be a significant advantage - Solid understanding of data segregation and processing I'm looking forward to ...

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    * iOS & Android (phone + tablet) * Web Admin Dashboard (Used to create learning app) * Web Customer D...Dashboard (Used to create learning app) * Web Customer Dashboard to access flash cards from web browser * Mobile Responsive * This will be a learning app * Flash card, It will have Images + Audio + Text to learn new words (thousands of total words) * Flashcard will have 2-3 art styles (Realistic, Cartoon Art, 3d Art) * Flashcard will have 2 voice over, male & female * Ability to handle stripe processing for each flashcard set. If you have experience + past work in this area, it's a plus * I'm open for new ideas from you when applying * $ released on successful test and is bug free * I will need source code upon payment * Please type "I've read every...

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    ...and services. The project entails building three main sectors: Front-end Development: Implement user authentication, service listing, and seamless communication with the backend via API. Supplier Backend: Develop functionalities for suppliers to manage products, process orders, and handle cancellations efficiently. Admin Backend: Construct a robust admin panel to oversee order processing, site settings, and overall platform management. System Overview: Showcase popular services through a slider on the front end, adjustable by the admin. Customize service display based on date, name, or cost, with admin control. Implement a commission structure for admin's revenue, configurable via the admin panel. Key Features: User Authentication and Reg...

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    I am in need of an expert in Android application development for a commercial grocery shop app. The freelancer should have substantial background in Android app development. The app needs to be user-friendly and engaging. Key Requirements: - Ability to develop an Android app from scratch - Proficient in Java or Kotlin - Familiarity with Android SDK and Android Studio Please detail your experience with Android development in your bid, it would heavily influence my decision. Looking forward to having an experienced professional developer on board!

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    I'm in need of a skilled Android developer to create a utility tool app that works as a merged signal generator and oscilloscope. like this but in one app for graduation project: Key Features: - Signal Generation: The app should be able to generate various electrical signals. - Waveform Visualization: The app should provide a clear visualization of generated signals in waveform format. Requirements: - You should have a strong background in Android app development, specifically in creating utility tools. - Experience with signal processing and waveform visualization is a plus. - A good understanding of UI/UX design principles to ensure a user-friendly experience.

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    I'm seeking a PCI Qualified Security Assessor (QSA) Expert who can assist me with ensuring that my mobile app meets the necessary security standards for payment processing. The app is developed for both iOS and Android platforms, with the primary function being payment processing. Ideal skills for this project include: - Experience in achieving PCI DSS compliance requirements & QSA certification for mobile applications. - Strong background in mobile app development, particularly Android - Previous experience with payment processing apps - Excellent communication and documentation skills - Proficient in the development of secure mobile applications that process financial transactions - Certified QSA (Qualified Security Assessor) PCI level 4. Key responsibili...

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    We are seeking a skilled and experienced java developer to create a custom JMeter backend listener that can send real-time test results directly to a PostgreSQL database. This project aims to enhance our testing capabilities by enabling seamless integration of JMeter results into our PostgreSQL environment, similar to existing solutions for MySQL like the one found at "" Requirements: Proven experience with Java programming and JMeter test development. Strong knowledge of PostgreSQL and experience in integrating it with Java applications. Familiarity with the JMeter API and backend listener framework

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    ...Following the recent migration of my site to a new server by the hosting company, the PayPal integration is malfunctioning for one time purchases as well as subscription payments. Specific Issues: - Hosting company investigated and blamed issues on paypal module - PayPal investigated and is blaming issues on URL redirect. - Customers are struggling with 'failed to authenticate' issues while processing payments for one time purchases as well a subscription payment setups - I'm receiving an error code from vendor/swiftmailer/swiftmailer/lib/classes/swift/transport/esmtp/authhandler.php. I am therefore seeking a professional who can tackle these issues promptly and effectively. Ideal skills and experience: - Extensive experience of working with Laravel - Familiari...

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    ...seamless, without any glitching or stuttering. • No Specific Design Requirement: I do not require any particular design style or branding related detail. The focus is solely on the functionality, however, the app should follow basic design principles and ensure user-friendly navigation. • Additional Functionalities: As of now, the app doesn't require additional functionalities apart from video streaming. Please place bids if your skills align with the mentioned requirements. Looking forward to a successful collaboration....

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    I'm in need of a skilled developer proficient in MySql, Php, HTML and Css, who can add a functional back office and payment system to my existing website. Key Requirements: - Your primary task will involve adding a back office and payment system that will be database-driven. - The system should include user management capabilities, payment processing functionality, and robust sales and customer record tracking. - Specific features for user management include: user registration, login, and profile management. - For the payment system, you'll need to integrate a payment gateway, provide for invoice generation, and ensure that the system maintains comprehensive transaction history tracking. The website is already designed, so your task will be to add the necessary function...

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    ...professional to automate the task of entering data from specific Outlook emails into a structured format. The ideal candidate will have experience in: - Automating data entry tasks, and particularly from emails. - Working with Outlook's API or related tools. - Developing scripts or software to extract and categorize email content based on specific criteria. Key requirements include: - Extracting and processing data from emails based on criteria like sender's identity and keywords. - Ensuring the data is accurately transcribed and structured according to a predefined format. - Ensuring the process runs smoothly and efficiently, with the ability to handle a large volume of emails. - Providing a user-friendly solution, which could potentially be adjustable or configurabl...

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    ...will also include a chatbot feature that can be easily integrated into other websites as a microservice. Additionally, the application will support payment methods for premium features. Requirements: Website / Document Scanning Functionality: * Users should be able to input any website URL or document into the application. * The application should scan the website and extract relevant data for processing. * Extracted data should be stored in a database for future reference. AI Model Integration: * The application should integrate with an AI model capable of answering questions based on the scanned website data. * Preferably, use a free or cost-effective AI API for this purpose. * The AI model should provide accurate responses to user queries based on the scanned website data. ...

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    ...an experienced developer who can create a custom live-streaming platform for our events. I want integration with Streamyard and a scale of more than 500 user profiles. Key Features: • Live chat functionality: This includes user reactions, replies, and moderator assist features. The system needs to handle up to 10,000 participants. • User profiles: Creation of user profiles is essential. Robust privacy and security for users should be ensured. • StreamYard Integration: User comments should display on StreamYard. Event hosts comments should post to the platform. • Video replay with live chat: Users should be able to replay video streams while maintaining active chat features. Ideal freelancer will have: • Experience with live streaming platforms ...

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    I require an expert proficient in Python, SQL, and Java to work on a Codility assessment. The assessment will be conducted at an intermediate level and will be inclusive of various tasks that I will be solving in the language of the question. Key Requirements: - Comprehensive Knowledge in Python, SQL, and Java - Proficiency in tackling Codility assessments - Understanding of the assessment's specific concepts and frameworks Remember to adhere to Codility's test format and code-writing guidelines. Your completion and success of this project will greatly depend on your ability to grasp and execute these particularities.

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    Looking for a talented Java developer to build a to-do list application with a focus on Object-Oriented Programming (OOP). The application will be simple yet effective, featuring offline usage capability which is crucial for productivity in various environments. Key Requirements: • Application Compatibility: The app must be compatible with Windows, Mac and Android platforms. • Offline Functionality: The app should allow users to continue using without a constant internet connection. Skills and Experience: • Proficient in Java OOP. • Extensive experience developing applications for different platforms. • Good understanding of implementing offline capabilities in applications. Application Guidelines: • Freelancers are required to provide d...

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    I need assistance to solve three coding tasks using Python, Java, and SQL. The challenge involves - Analytical problem-solving - Implementing quality checks - Code compilation The challenges require proficient skills in the aforementioned languages, while also ensuring code efficiency. Prior experience in problem-solving and understanding how to efficiently check and maintain the quality of code is a big plus.

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    ...Also a separate user account should be created to access this database. The user should have read/write access, I will again supply the username and password via command line. - The solution should include a set of servers to run both backend and frontend services. I want to be able to make a small change in the script to scale up or down the number of servers. This servers need to run AWS Linux, Java 21, node js 12, and datadog agent. We will start with 1 EC2 instance but as I said I want to be able to change that value and scale up (or down as needed). - The EC2 instances need to upload a config file for Datadog agent, part of this we need to supply the datadog api_key, which will be supplied in the command line via variables. The script needs to update that key in the datado...

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

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    I require a WordPress developer who is familiar with WooCommerce customization. The project will involve: Pickup Address Implementation: We've replaced the custom field for billing address with the pickup address for seamless processing. New Delivery Charge Pricing: First 2 kilometers: ₹33 + 18% GST, totaling ₹39 Additional per kilometer: ₹17 + 18% GST, totaling ₹20 Minimum Charge: ₹33 + 18% GST, totaling ₹39 Distance-based Price Calculation: Our system now calculates prices based on the distance between the pickup and delivery addresses, leveraging Google Maps API. Enhanced Admin Experience: Admin will now receive pickup and delivery locations as Google Maps links post-checkout for streamlined logistics.

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    ...our customers. Key Requirements: - **Database Integration**: The backend should be integrated with MongoDB, ensuring a scalable, high-performance database system is in place. - **Development of E-commerce Platform**: The core focus of this project is to build a platform that supports a range of functions necessary for an e-commerce business; from product listings, cart management, to order processing. Your role is to implement these functionalities in a way that's user-friendly and efficient. Ideal Skills and Experience: - Proven experience in Python backend development. - Proficiency in MongoDB or similar database systems. - Prior experience in developing e-commerce platforms - a plus. - Ability to ensure the platform is secure, user-friendly, and can handle high loads....

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    I'm in need of an experienced developer who is skilled in machine learning and natural language processing, with a particular focus on training models for Text-to-Speech (TTS) applications. In this project, I require assistance in training a dataset from scratch to create a functional, ready-to-use model for Coqui AI TTS specifically designed for the French language using a specific voice. Key requirements: - Intermediate to Advanced level experience in machine learning and NLP. - Previous experience in training TTS models, especially with Coqui AI. - Proficiency in French is a plus. - Familiarity with working on a model for a specific voice. The ideal candidate should be able to guide me through the process of dataset preparation, model training and fine-tuning, and assist i...

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    ...and services. The project entails building three main sectors: Front-end Development: Implement user authentication, service listing, and seamless communication with the backend via API. Supplier Backend: Develop functionalities for suppliers to manage products, process orders, and handle cancellations efficiently. Admin Backend: Construct a robust admin panel to oversee order processing, site settings, and overall platform management. System Overview: Showcase popular services through a slider on the front end, adjustable by the admin. Customize service display based on date, name, or cost, with admin control. Implement a commission structure for admin's revenue, configurable via the admin panel. Key Features: User Authentication and Reg...

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    I'm looking for someone to develop a real-time human movement speed detection system using Python and a dynamic vision camera. Key Requirements: - Real-time Monitoring: The s...able to monitor and calculate the speed of human movement in real-time. - Moderate Precision: Speed calculation should be at a moderate level of precision. It's crucial that the system can accurately detect and measure the speed of human movement in a real-time scenario. Ideal Skills: - Proficiency in Python programming - Experience with real-time monitoring systems - Understanding of image processing and computer vision - Knowledge of camera systems and their integration with software Your deliverable will be a well-documented Python program that can calculate and display the speed of human mo...

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    I'm looking for an experienced freelancer with expertise in integrating payment APIs, specifically the b2pay.io. Your primary task will be integrating this payment gateway into my existing system to allow for seamless online payment processing. Key Requirements: - Extensive experience with API integration, particularly payment gateways - Proven track record of successful integration projects - Thorough understanding of API - Strong problem-solving skills and ability to troubleshoot Your application should focus on your relevant experience in API integration, particularly with payment gateways, and any prior experience with will be highly regarded. Please ensure you provide specific examples of your past work in this area.

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    ...beginner in AI tools and I'm looking for a private tutor to help me understand and navigate this field. The ideal candidate for this project will be an experienced professional in AI with a strong entrepreneur background. You should be able to provide clear, concise explanations and create a structured learning plan. Key requirements: - A solid understanding of machine learning, natural language processing, and computer vision - Experience in teaching or tutoring AI concepts - Wide knowledge of AI tools - Ability to tailor sessions to meet the specific needs of a beginner - Patience and excellent communication skills - Flexibility to adapt to my preferred learning style, which is through one-on-one private tutoring The goal of this project is to equip me with a found...

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    I'm in need of a talented DevOps engineer, proficient in AWS and GitHub Actions, to assist with an array of DevOps tasks. Key Tasks: - Deploying web applications - Infrastructure automation - Continuous in...talented DevOps engineer, proficient in AWS and GitHub Actions, to assist with an array of DevOps tasks. Key Tasks: - Deploying web applications - Infrastructure automation - Continuous integration and deployment (CI/CD) The applications are built using Java, requiring deep expertise in this language for effective collaboration. To succeed in this job, a solid understanding of web applications, coupled with extensive experience using AWS and GitHub Actions, is critical. Automation skills are also vital. Join us and help make our Java web application deployment s...

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    Looking for a reliable Android developer proficient in Java to design a new application with specific features that fulfill my needs. The ideal candidate would have extensive experience in: - Developing on the Android platform specifically for smartphones. - Implementing social media integration into apps, as this is a vital aspect to my project. - Adding advertising capabilities to apps. Experience with different ad formats and placement strategies would be beneficial. - Redesigning and improving upon User Interface (UI) to create an optimal user experience. In-depth knowledge of Java is crucial, as it's the preferred programming language for this project. Familiarity with in-app purchases and working in offline mode would be a bonus, although not a requirement. This...

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    I'm in need of a skilled Java developer to build an Android app for me. Essentially, I have a code that I'd like to transform into a user-friendly, medium complexity application. It should allow me to input values straightforwardly, and upon entry, it would calculate and generate a result. Key Requirements: - Write clean, maintainable and efficient Java code - Develop intuitive, medium-complexity user interface - Implement the capability of retrieving inputs and performing given calculations - Ensure compatibility with Android platform - Pay attention to details and put user experience in front of everything Ideal Skills: - Solid experience with Android development using Java - Proven track record in creating user-friendly applications - Exceptional probl...

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    ...focus for this project is the Java code implementation. I'm looking to hire a freelancer who can create class diagram and help me translate a class diagram into well-crafted Java classes. Key Tasks: -Create diagrams - Translate a modified class diagram into Java classes - Ensure the Java classes are correctly implemented according to the diagram Your responsibilities will include: - Adding products to the rental cart - Calculating rental fees and duration - Processing payment - Generating a rental invoice Your expertise in Java and software design will be crucial for this project. I anticipate that this task will involve a deep understanding of class design as well as an understanding of the rental business process. Please include exa...

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    AI Image Editor 6 days left

    I'm looking for an AI-powered image editing solution that can handle a series of tasks. Key Features: - Primarily, I'm interested in its ability to edit faces in images. This includes automatically opening closed eyes in pictures. - I also require standar...Features: - Primarily, I'm interested in its ability to edit faces in images. This includes automatically opening closed eyes in pictures. - I also require standard image editing features, such as color correction, cropping, resizing, and text addition. The ideal freelancer for this job would have experience in image processing and artificial intelligence. They should be able to develop an AI system that can recognize and fix common issues in photos. Familiarity with existing image processing libraries an...

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    java application 9 days left

    build desktop appication from scratch using java processing

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    HackerRank algorithmic task 6 days left
    VERIFIED

    I'm looking for a professional who can help me create HackerRank for three algorithmic tasks to be completed within 90 minutes The ideal candidate should: - Be proficient in Python and Java, with a strong understanding of data structures, algorithms, and object-oriented programming - Have experience in creating programming challenges or assessments - Be able to design medium difficulty tasks that are both engaging and challenging - Familiarity with HackerRank platform is a plus I will provide more detailed requirements and guidelines once we kick off the project. Looking forward to working with an expert in this field.

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    ...comprehensive API that ensures all necessary data is readily accessible for display purposes, ensuring that all interactions are smoothly handled and visually appealing across all platforms. Core Responsibilities: Develop the front-end portion of our application using Flutter to ensure a cohesive and optimal user experience across web, Android, and iOS platforms. Integrate Stripe payment processing to securely manage transactions, enabling enterprises to handle payments efficiently within the app. Design and implement a clear, intuitive user interface that enhances navigation and usability across all devices. Collaborate with our back-end team to integrate APIs, ensuring seamless interaction between the front-end and server-side logic. Provide comprehensive documentation...

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    I'm looking for an experienced Java developer to create a custom compiler. It will be geared towards handling key Java features including Object-oriented programming, Exception handling, and Generics. Key requirements: - Ability to write a compiler in Java - Strong understanding of Java's key features (OOP, exception handling, generics) - Previous experience with developing compilers is a plus The project doesn't specify a particular version of Java, but the ability to work with different versions may be beneficial. Please provide examples of previous compiler projects or relevant work.

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    I require a skilled developer to integrate the Felloh API with its corresponding SDK on my website. Key Points: - The Felloh API and SDK are specifically designed for payment processing. This means that the integration will involve setting up a seamless, secure payment gateway on the website. - The integration is solely for website use, so any experience with web development and previous API integration projects will be a huge plus. Ideal Skills and Experience: - Proficient in web development, especially with the ability to work with APIs. - Prior experience specifically with payment processing APIs is highly valued. - Strong understanding of security protocols and best practices regarding online transactions. - Demonstrable history of successful API integrations, preferabl...

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    In need of an AI expert to create a proof-of-concept model for accurately matching laboratory supplies. Key Responsibilities: - Building an AI system tailored toward processing less than 5 attributes per item. - Ensuring accuracy in matching products, specifically focusing on laboratory supplies. Ideal Candidate: - Highly skilled in AI development. - Previous experience in product matching software. - Knowledgeable about laboratory supplies preferred. Expectations: The chosen freelancer will deliver a proof-of-concept model highlighting how the AI system improves accuracy in matching each lab supply based on specified attributes. Your creativity and expert insight are crucial in reducing manual efforts in our current process.

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