Data processing freelancing işler

Merhaba Songül Hocam, bir matlab image process taskı için yardıma ihtiyacım var. 5 aşamadan oluşan giriş seviyesinde. Konuyu taskı anlayarak ilerletmek istiyorum. Eğer ilgilenirseniz detay PDF'ini iletebilirim. Saygılarımla, Muzaffer Can

İletişim becerileri güçlü, inglizceyi ana dili gibi kullanabilen grup çalışmasına önem veren profesyonel ekip arkadaşları arıyoruz. Aradığımız kişi siz misiniz? O halde sizleri daha ayrıntılı bir görüşme için bekliyor olacağız! Not: Pozisyon multitasking ve freelancing çalışma formatında olacaktır.

İletişim becerileri güçlü, inglizceyi ana dili gibi kullanabilen grup çalışmasına önem veren profesyonel ekip arkadaşları arıyoruz. Aradığımız kişi siz misiniz? O halde sizleri daha ayrıntılı bir görüşme için bekliyor olacağız! Not: Pozisyon multitasking ve freelancing çalışma formatında olacaktır.

Image processing görüntü işleme Temel'leri

Görüntü işleme Temelleri Pixel relations Matrix operations ....vs. Image processing

Bir a 4 kagidin uzerinde her Birinin boyutu yaklasik 1 mm lik (pirince benzer ) tanelerden binlercesi karisik renklerden bulunmaktadir program bu a 4 kagiti Kamera ile tarayip her bir kagidin uzerindeki taneleri boyut ve renklerine gore bildirecek

saniyede 2 adet metal parça üreten bir makineye kamera ve rasberry pi bağlantısı yapacağız. Üretilecek ilk doğru parçanın resmini çekeceğiz. Buna SET işlemi diyelim, bu esnada çekilen fotoğrafa da referans fotoğraf diyelim. Üretim boyunca parçaların fotoğrafları çekilecek ve bu parçalar referans resimle aynı mı değilmi, ufak farklılıkların dahi tespit edilebilmesi gerekiyor. Program true yada false cevabı verecek. Parçalar farklı simetrilerde veya farklı açılarda gelebilir. Program bu farklılıkları da göz önüne alarak doğru bir kontrol yapacak.

1. C/C++ dillerini ileri düzeyde bilen 2. Bu diller ile Client/Server mimarisinde yazılım geliştirmiş 3. Melt uygulama geliştirme çatısı ile bir uygulama geliştirmiş 4. Multithreading konusunda bilgili 5. Video/Image processing tekniklerini bilen ve daha önce uygulama/kütüphane geliştirmiş olması gerekmektedir. Online video editor projesi için backend kısmında kullanılmak üzere yazılım yaptırılacaktır. Yazılımın, kendisine verilen videoları birleştirebilmesi, keselebilmesi, videolardan sesin çıkarılıp başka ses eklenmesi, videolar arasında animasyonlu geçiş yapılabilmesi (dairesel süpürme, dama tahtası gibi), videolara filtreler uygulanabilmesi (greyscale, pixelate, spotlight gibi), videolara text banner eklenebil...

1. C/C++ dillerini ileri düzeyde bilen 2. Bu diller ile Client/Server mimarisinde yazılım geliştirmiş 3. Melt uygulama geliştirme çatısı ile bir uygulama geliştirmiş 4. Multithreading konusunda bilgili 5. Video/Image processing tekniklerini bilen ve daha önce uygulama/kütüphane geliştirmiş olması gerekmektedir. Online video editor projesi için backend kısmında kullanılmak üzere yazılım yaptırılacaktır. Yazılımın, kendisine verilen videoları birleştirebilmesi, keselebilmesi, videolardan sesin çıkarılıp başka ses eklenmesi, videolar arasında animasyonlu geçiş yapılabilmesi (dairesel süpürme, dama tahtası gibi), videolara filtreler uygulanabilmesi (greyscale, pixelate, spotlight gibi), videolara text banner eklenebil...

...been installed, along with plugins and Elementor Pro. I require competent assistance to transform it into a fully functional, subscription-based website for vendors. Key Functionalities: • Subscription Management: Ensure the site effectively sells subscriptions to vendors. • Vendor Product Management: Enable vendors to efficiently manage their products. • Payment Processing: The platform should facilitate smooth payment processing. Design Requirements: The website should adhere to a clean and minimal design aesthetic and responsive. Developers need to consider both English and Arabic languages while designing the website. Ideal Candidate: Should have extensive experience in setting up multivendor platforms, managing subscriptions, product management, a...

I am in need of a skilled attorney specialized in insurance claims to draft a demand letter and send it to my insurance company. Here's what the job requires: - Write a persuasive demand letter citing the delay in claim processing as the main subject. - I have already contacted the insurance company about the claim, and all related paperwork is at hand, which would help better understanding the situation. This role is ideal for those with an extensive background in insurance claim negotiations. It's important you have previous experience in drafting demand letters, preferably against insurance companies. Excellent written communication skills and mutual understanding of the task are key factors for this job.

This script must be developed in Python 3 or higher and must take a PNG image as input and return 4 letters. It is desired to achieve 95 percent accuracy or higher (out of a total of 200 test images), not use paid libraries, and be efficient (less than 3 seconds processing time per image). Hardware where it will be tested: Architecture: x86_64 CPU operation mode(s): 32-bit, 64-bit CPU(s): 8 Memory: 15877 The images can be extracted from the following site (captcha image):

This script must be developed in Python 3 or higher and must take a PNG image as input and return 4 letters. It is desired to achieve 95 percent accuracy or higher (out of a total of 200 test images), not use paid libraries, and be efficient (less than 3 seconds processing time per image). Hardware where it will be tested: Architecture: x86_64 CPU operation mode(s): 32-bit, 64-bit CPU(s): 8 Memory: 15877 The images can be extracted from the following site (captcha image):

I am in need of a Full-Stack developer well-versed in Apache Kafka for configuration, message serialization, deserialization, event streaming, and processing. Additionally, you will be responsible for developing Spring Boot microservices that encompass user authentication, authorization, database integration, data modeling, and REST API development. Key responsibilities include: - Kafka setup and configuration - Kafka message serialization and deserialization - Kafka event streaming and processing - Designing and implementing user authentication and authorization within Spring Boot - Integrating databases and modeling data effectively - Developing REST APIs with Spring Boot The ideal candidate for this project should have extensive experience with Kafka and S...

I'm in need of an efficient and effective website that can handle both residential and vacation prope...project is within a month. Key Features Needed: - A clear and user-friendly interface that showcases both residential and vacation properties - Functionality to allow for property owners to upload their listings - A booking system that's easy to navigate for potential renters - Secure payment processing and booking confirmation system Ideal Skills: - Extensive experience in website design and development - Prior work with property rental websites - Knowledge of e-commerce and payment processing - Ability to deliver a project within a short timeline If you can deliver a high-quality website that caters to both residential and vacation property rentals,...

I'm in need of an efficient and effective website that can handle both residential and vacation prope...project is within a month. Key Features Needed: - A clear and user-friendly interface that showcases both residential and vacation properties - Functionality to allow for property owners to upload their listings - A booking system that's easy to navigate for potential renters - Secure payment processing and booking confirmation system Ideal Skills: - Extensive experience in website design and development - Prior work with property rental websites - Knowledge of e-commerce and payment processing - Ability to deliver a project within a short timeline If you can deliver a high-quality website that caters to both residential and vacation property rentals,...

I am seeking skillful and innovative developers to create a high-quality digital product management and marketing platform. I have a digital product that I want to market and sell, then allow purchasers to see othe rproduxts they can also add to that purchase then once payment is proce...innovative developers to create a high-quality digital product management and marketing platform. I have a digital product that I want to market and sell, then allow purchasers to see othe rproduxts they can also add to that purchase then once payment is processed they login and can now access their products I need an all in one platform that will have the sales videos and login and payment processing, I think there might be companies out there that provide these solutions. Please ping me to dis...

...JavaScript. Develop interactive UI components using React.js or Vue.js. Build and maintain back-end services using Python with Flask, Django, or FastAPI. Integrate Hugging Face’s Transformers library to access and deploy AI models. Set up and manage databases using PostgreSQL or MongoDB. Implement secure payment processing systems using Stripe or PayPal APIs. Containerize applications using Docker and manage deployment with Kubernetes on cloud platforms like AWS, Google Cloud, or Azure. Ensure data security and compliance with relevant regulations. Write clean, modular, and testable code. Collaborate with stakeholders to gather requirements, feature requests, and provide project updates. Setup CI/CD pipelines for automated testing and deployment. Required Skills: P...

This script must be developed in Python 3 or higher and must take a PNG image as input and return 4 letters. It is desired to achieve 95 percent accuracy or higher (out of a total of 200 test images), not use paid libraries, and be efficient (less than 3 seconds processing time per image). Hardware where it will be tested: Architecture: x86_64 CPU operation mode(s): 32-bit, 64-bit CPU(s): 8 Memory: 15877 The images can be extracted from the following site (captcha image):

...pipeline to handle continuous file deliveries, where new folders with JSON files are added over time. For example: Step 3: Data Quality Assurance: ● Create a suite of data checks to ensure the data is clean and add a DBT command to run these checks. ● Suggest additional information or metrics that could be used to further ensure data integrity and quality. Key tasks would include: - Setting up DBT and SQLLITE - Developing and testing the pipeline - Establishing appropriate error logging and handling mechanisms Ideal Skills and Experience: - Strong proficiency in DBT and SQLLITE - Experience with data pipelines, specifically involving text file processing - Familiarity with data transformation techniques - Quality assurance and bug fix...

...program is centered around data processing. The project will be divided into two primary tasks: - Writing the Program: The ideal candidate should have strong proficiency in Racket LISP/Scheme, with a proven background in developing data processing applications. You will be provided with additional details on the specific requirements of the program. - Documentation: The second part of the project involves creating comprehensive documentation for the program. Ideally, you will be able to write clear and concise technical documents, with a strong attention to detail. Specific features or requirements for the program include: - Input Validation: Ensuring that the program correctly processes and validates input data. - File Handling: Involves reading an...

I am in search of a seasoned AI developer with expertise in various AI domains. The ideal candidate should have a strong background in: - Natural Language Processing - Machine Learning - Computer Vision I'm also looking for a candidate with a proven track record of working on complex AI projects. Please provide details of your past work and experience in the AI field. A detailed project proposal would be a plus. The project will involve developing a sophisticated AI system, so it's crucial that you are well-versed in the latest AI technologies and methodologies. Feel free to share any specific programming language experience you have, although it's not a prerequisite. Looking forward to receiving your application!

I have an urgent need to withdraw some money, and for that, I need a photo of my ID. The ID picture is on my phone but I am facing difficulty in processing it. I need immediate help in converting the photo into a format suitable for a SCID application. I need someone who is experienced with this process to assist me. Key requirements: - Expertise with SCID photo requirements - Ability to assist urgently - Previous experience with similar tasks is a plus. Please reach out to me if you can help.

Seeking assistance to streamline my medical billing tasks, specifically in insurance claims processing and payment posting. With an in-depth understanding of Excel spreadsheets and electronic medical billing software, your expertise will be used to enhance efficiency. The complexity of the project is increased as working with more than 10 healthcare providers. Key Attributes: - Proficient in insurance claims processing - Experienced in payment posting - Competence in the use of Excel spreadsheets and electronic medical billing software - Background in working with numerous healthcare providers While the task will be challenging, your contribution will be pivotal in improving our system. Looking forward to your applications.

As the client for this project, I'm seeking a skilled developer for an effective e-commerce website that handles both physical and digital products. This site needs to be specially developed for seamless bank transactions. Key requirements include: 1. Capability to list and sell both physical and digital products 2. A secure system for processing bank transfer payments 3. Immediate project commencement with swift completion Strong applicants should come with experience in e-commerce website development, payment gateway integration (specifically for bank transfers), and efficient project delivery capabilities. Familiarity with both physical and digital product catalogs is crucial for this job.

I'm seeking a proficient developer to create a robust photo editor with the following features: - Cropping and resizing capabilities - Basic color adjustments - Implementation of filter presets The software should support importing and exporting in JPEG and PNG formats. In term...Cropping and resizing capabilities - Basic color adjustments - Implementation of filter presets The software should support importing and exporting in JPEG and PNG formats. In terms of design, I am looking for a user interface that is advanced and customizable to cater to a variety of user needs. This project requires strong skills in UX/UI design, along with a solid understanding of image processing and manipulation. Experience creating photo editing software or similar applications will be h...

MATLAB USERS Visual Processing and Object Detection: The first task will be to detect and segment objects in images using traditional computer vision methods. It will be necessary to automatically separate the balls from the background and evaluate the accuracy of the segmentation. Feature Calculation: The second task will be to extract texture and shape features. By using appropriate algorithms to calculate the shape attributes of the balls, it will then obtain textural attributes with gray level collaborative matrices. Object Tracking: The third and final task will be to track the movement of a ball by applying a Kalman filter. Working with real and noisy coordinates, it will create a tracking algorithm and compare the tracked path with the real one. summarize this in 250 words

I am seeking an experienced C programmer to assist in the implementation of the Inpainting ...seeking an experienced C programmer to assist in the implementation of the Inpainting Interpolation Algorithm into my existing application. Key Requirements: - Implementing the Inpainting Interpolation Algorithm - Working with images as the primary input - Generating enhanced images as output The ideal candidate will possess: - Proficiency in C programming language - Strong background in image processing and manipulation - Experience with algorithm implementation - Prior knowledge of Inpainting Interpolation Algorithm would be a plus I have to implement algorithm described here : into my own function. I will share more informations in a DM

I'm in need of a proficient typer to execute a medium volume job, of between 100 and 500 pages. Here are the details: - You have to retype handwritten notes into a Microsoft Word document format. Accuracy and attention to detail are paramount, as the formatting needs to adhere strictly to the layout of Microsoft Word. - Although the task does not come with a...does not come with a tight deadline, efficiency in completing the job would be highly appreciated. - Experience in a similar role would be an advantage, as the typer needs to have stellar knowledge in document formatting and editing in Microsoft Word. This project does not require rush execution, therefore making it a perfect opportunity for those balancing multiple projects or those new to freelancing aiming to prove t...

I'm in need of a skilled bookkeeper who's proficient in Xero. The ideal candidate will have experience handling a variety of tasks, including: - Invoicing and payments - Expense tracking - Payroll processing I have 2 bank accounts that require reconciliation. The perfect freelancer for this job will have a comprehensive understanding of accounting principles and be able to manage bookkeeping tasks with precision and attention to detail. Please highlight your experience with Xero in your proposal.

I am seeking expert-level assistance in writing a performance review to improve the efficiency of approval of time-card process within the deadline. The current recurrent issue is timecard approvals often not being done on time or missing punches. This severely impacts the operational efficiency, and payroll processing for all the employees and I need a plausible solution to remedy this. Key Requirements: - Introduce measures to prevent frequent delays in approving timecards. - Create reminders for the employees to approve time and make necessary corrections in case of missed punches. - Build a smart reminder system for the employee to review timecards

I need a skilled professional familiar with MS Office for a word processing task, specifically focusing on personal letters. Key responsibilities include: - Processing the content for personal letters. - Ensuring correct grammar, punctuations, and overall coherence. - Working within the style and tone provided for these letters. Ideal applicant would have: - Excellent word processing skills. - A meticulous eye for detail. - Prior experience in drafting and editing personal letters. This project requires the precision and personal touch of an experienced Office specialist who understands the intricacies of personal correspondence.

...be provided as custom HTML, CSS, and JavaScript. **Responsibilities:** 1. Implement database architecture and management using Laravel's ORM. 2. Develop backend functionality to support the e-commerce website's operations, including user authentication, product management, order processing, and more. 3. Integrate Razorpay for secure and efficient payment processing. 4. Integrate Shiprocket API to facilitate seamless order fulfillment and shipment tracking. 5. Connect the frontend to the backend, ensuring proper data flow and interaction between the two. 6. Collaborate with the frontend developer to ensure smooth integration of custom designs. 7. Optimize the website for performance, security, and scalability. **Skills Required:** 1. Strong experience wit...

...unique requirement of collecting data at multiple points in a user's session. Key Requirements: - The form needs to be integrated with Contact Form 7 plugin - Should support multipage logic for better user experience - Collect and store user-provided data including: - Name and contact information - User input and preferences - Additional comments and feedback - Implement a method to save all incomplete form data. This data should be: - Sent to a designated email address - Stored in a specific page inside WordPress dashboard, already configured Furthermore, I require the setup of an export mechanism for this incomplete data, specifically in a CSV format. This CSV should: - Have separate columns for each field to ensure easy ...

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...users are registered, they should be able to upload files and provide payment information (note: no live payment processing is required, just secure capture of payment details for offline processing). Requirements: - Design makeover: Enhance the look and feel of the current website - User registration form: Incorporate fields for first about 8 fields. - File upload capability: Users should be able to upload documents, images, and videos Skills and Experience: - Proficiency in WordPress and Elementor - Strong knowledge of web design and user interface principles - Experience in implementing user registration and form functions - Familiarity with secure data handling and processing Would like custom script work so I"m not paying monthly/annual script fee...

...software developer to create web-based attendance and payroll software. Key Features: - Time Tracking: Essential for accurately recording hours worked. - Leave Management: Allowing HR to monitor and control employee leave effectively. - Shift Scheduling: Facilitating efficient scheduling and management of employee shifts. - Payroll Functionality: A critical component, ensuring accurate and timely processing of employee salaries and wages. It's beneficial if you have experience in creating applications that may need to potentially interact with existing payroll or HR systems in the future. However, specific integration with these systems at this point is undecided. Your experience in dealing with these kinds of contingencies and your flexible approach will be highly valued...

...functionalities to our ecommerce website. Building an Ecommerce Website from Scratch: We need a developer capable of building an ecommerce website from scratch, including setting up product catalogs, managing inventory, processing payments securely, and ensuring a seamless user experience throughout the website. Currency Converter: Implementation of a reliable currency conversion mechanism to allow users to view product prices in their local currency. Automated Sales Tracker: Integration of automated sales tracking functionality to monitor sales performance, manage orders, and analyze customer data. Dashboard for Distributors: Creation of a dedicated dashboard for distributors to track their sales, manage orders, chat or communicate privately with their respective cust...

...authentication: Implementing a secure way for users to log in and out of the project. - Database integration: Creating and integrating a database that will carry and process user information. - File processing: Ensuring that the users can interact with files within the project - uploading, deleting, and retrieving. Usage: The web project is meant for a college assignment, hence, would be used by students, not the general public or employees. Skills & Experience: I'm looking for a developer who has experience with Java, user authentication, database creation and integration, and file processing. Experience developing web projects for educational institutions will be a plus. You should be able to showcase a portfolio of previous web projects you've worked on ...

...candidate will have a keen eye for detail, excellent writing skills, and a strong understanding of various industries and job markets. Requirements: -Proven experience as a resume writer or similar role, with a portfolio of successfully crafted resumes. -Excellent written communication skills and a strong command of grammar, punctuation, and syntax. -Proficiency in Microsoft Word or other word processing software for resume creation and formatting. -Knowledge of ATS principles and strategies for optimizing resumes for keyword relevance. -Ability to conduct thorough consultations and effectively communicate with clients to understand their needs and preferences. -Attention to detail and a commitment to delivering high-quality work within designated timeframes. -Strong organizati...

As an eCommerce business owner, I'm in need of a diligent freelancer who can take on the critical roles of Email Handling and Data Processing within our Shopify platform. - **Email Response Management**: This entails handling all incoming emails from customers. The goal is to ensure timely and accurate responses, maintaining high quality customer service standards. - **Data Entry and Organization**: You would be responsible for entering and organizing data within our Shopify platform. This would include product information, customer details, and other pertinent data. - **Customer Query Resolution**: Addressing customer queries in a professional, friendly and efficient manner is crucial. You would need to have good problem-solving skills. **Daily ...

I'm looking for a skilled freelancer who can help me with importing product data from XML sheets. The data needs to be imported into multiple Prestashop faced search feature tables. Key project details: - I need the product information to be imported - The data needs to be updated daily and in real-time - Multilingual support is not required, so a single language is sufficient Ideal Skills and Experience - Proficiency in working with XML data and importing it into systems - Expertise in Prestashop and its search feature tables - Experience with real-time data updates in web applications - Strong problem-solving skills and attention to detail Import data from xml sheets into multiple prestashop faced search feature table. Here's an ou...

As an eCommerce business owner, I'm in need of a diligent freelancer who can take on the critical roles of Email Handling and Data Processing within our Shopify platform. - **Email Response Management**: This entails handling all incoming emails from customers. The goal is to ensure timely and accurate responses, maintaining high quality customer service standards. - **Data Entry and Organization**: You would be responsible for entering and organizing data within our Shopify platform. This would include product information, customer details, and other pertinent data. - **Customer Query Resolution**: Addressing customer queries in a professional, friendly and efficient manner is crucial. You would need to have good problem-solving skills. **Daily ...

I'm seeking a developer to bring a comprehensive voice AI project to life. Key aspects of the project include: - Integration of voice recognition - Implementation of natural language processing - Development of a functional virtual assistant - Language Model and AI analysis I have a design and user interface in place, so your primary focus will be on the backend development to ensure seamless, reliable functionality. Ideal skills and experience for this job include: - Proficiency Python, Java or relevant coding language - Strong understanding of voice recognition and natural language processing - Experience in virtual assistant development - Ability to work with existing designs - Developing custom language learning model and coding to deliver relevant response. Deli...

...unlimited readings, access to different tarot decks and the ability to select reading masters. 6. Social Sharing: Integrated social media buttons to allow users to share their readings. Technical Requirements: - Proficiency in and React for front-end development. - Experience with React Three Fiber for implementing WebGL content. - Ability to integrate third-party APIs for dynamic data retrieval and processing. - Knowledge of responsive web design to ensure the app is accessible across various devices. - Experience with building secure authentication and user profile systems. - Capability to integrate payment systems for subscription management. Objective: To create a unique digital experience that combines traditional tarot readings with modern technology, providing u...

I am in need of a proficient data entry specialist to help translate text data from PDF digital files to a more accessible format. This project requires a meticulous individual with keen attention to detail, who is capable of handling and processing large amounts of text data accurately and efficiently. The responsibilities for this job include: - Transferring text data from PDF files - Ensuring data is entered accurately, without errors - Organizing high volumes of digital documents Ideal skills and experience for the job: - Proven experience in data entry, particularly with PDF text - Exceptional attention to detail - Proficient in common data software - Excellent organization skills - Ability to handle multiple tasks simultaneo...

...immediate attention. Key Requirements: - Natural Language Processing: The Copilot-Chatbot should be able to understand and interact with users in a natural, conversational manner. - Multi-lingual Support: The ability to communicate in multiple languages is crucial for our global user base. - Integration with Quickfms: Seamless integration with our existing product is essential for providing a cohesive user experience. Platform Specifications: The Copilot-Chatbot should be accessible on both our website and mobile app. Please note that due to the urgent nature of this project, the ideal candidate should be able to commit to a prompt completion timeline. If you have experience in developing chatbots with Natural Language Processing, Multi-lingual support, and integrating ...

Scope of work, SureCart (high level). SureCart, SureTrigger, and SureMembers are powerful tools for creating and managing subscription-based platforms. Here's a detailed scope of work based on your requirements: Platform Setup and Configuration: Install and configure SureCart, SureTrigger, and SureMembers plugins/extensions. DONE. Set up payment gateways for processing transactions (Stripe, PayPal). DONE. Configure user roles and permissions for different membership levels (Freemium, Plus, Pro, Premium). Customize email notifications for user registrations, subscriptions, and other relevant actions. Product and Subscription Setup: Define and create payable products for each membership tier (Freemium, Plus, Pro, Premium). Set up subscription plans with varying features and ac...

...fabric clothing. The main goal of the platform is to provide personalized recommendations to users, enhancing their shopping experience. Key Features: - Personalized Recommendations: The website should utilize AI to analyze user's browsing behavior, purchase history, demographic info, and other relevant data to suggest tailored products. - Whatsapp Business Integration: A key part of the project is integrating with WhatsApp Business to provide seamless customer support and order processing. - Merchant Dashboard: The platform will incorporate a dashboard for merchants to track sales, manage stock, and oversee their online store. The ideal candidate for this project is a developer with experience in e-commerce and AI integration. Proficiency with WhatsApp Business API...

This project calls for a proficient w...and must integrate the following: - Online Payment Processing: Facilitate seamless, remote payment of school fees, reducing the need for physical transactions. - Automated Fee Calculation: Implement real-time fee computation, enhancing financial accuracy and administrative efficiency. - Detailed Fee Reports: Generate comprehensive reports on fee transactions to aid administrative decisions and keep accurate historic records. Furthermore, the system needs to incorporate specific security measures, including role-based user access, to ensure the privacy and safety of user data. The ideal candidate for this project will have significant experience in web development, online payment systems, financial calculations, report generation a...