개인적으로 교육연구에서 자주하는 (통계)분석 몇 개를 자동으로 할 수 있는 간단한 R 패키지를 만들고자 합니다. 테스트데이터(Treatment/Control 그룹 사전/사후 데이터 셋(csv 파일)을 종류별로 인식하여 읽어들이고, 사전데스트/사후데스트로 구분할 수 있게 변수명을 바꾸고 (예: 수집된 데이터 문항 Q1, Q2, Q3...로 되어 있는데요, 사전테스트 데이터면 Q1_pre, Q2_pre, Q3_pre...로, 사후데이터면 Q1_post, Q2_post, Q3_post...로 변환), 해당 데이터별로 제가 이미 만들어 놓은 스크립트를 돌려 (Item Analysis, ANCOVA 등의) 분석을 자동 시행하고 결과를 출력하도록 하는 간단한 패키지입니다. 데이터셋을 종류별 구분해서 읽어들이는 것이 관건인데, 제가 이 부분에서 애를 먹고 있는 중입니다. 사용자로부터 (treatment pre, treatment post, control pre, control post) 인풋을 받아 If, For 등의 Function을 쓰면 될 듯 한데 (저의 짧은 소견입니다^^;), 제가 아직 R 함수에 익숙치 않아 주로 이 부분을 R 전문가의 도움을 받고자 합니다. 구체적으로 무엇을 구현하려고 하는지는 지금까지 제가 만들어 놓은 스크립트와 관련 문건들을 파일로 참고하시면 되실 듯 합니다. 다시 한번, 도움주실 내용의 핵심은 4종류의 데이터셋을 구분하여 읽어들이는 스크립트/함수가 되겠고요, 두번 째로 중요한 것은 스크립트가 완성되면 분석별로 스크립트를 묶어 함수화하는 것이 되겠습...
나는 온라인 게임을 판매하는 프로그래머 또는 회사 / 나는 다음과 같은 서버를 사고 싶다. 계보 영원한 - NCSOFT 잃어버린 방주 Mu2- 웹젠 다른 사람들과 누군가가 연락을하거나 파일에 연락 한 경우 내 얼굴 접촉 또는 여기 얼굴 : -------------------------------------------------------------------------------------------------------- I am looking for a programmer or companies that sell online games / I want to buy servers like: Lineage Eternal-NCSOFT Lost Ark Mu2- Webzen among others if someone has contact or has the files contact my face to contact or here face: --------------------------------------------------------------------------------------- Procuro programador ou empresas que vendem jogos onlines/ quero comprar servidores como: Lineage Eternal-NCSOFT Lost Ark Mu2-
Looking for a stm32 programmer, extensive experience in inkjet printers, if it does not meet the specifications I will not award the project. I already have firmware that I need to integrate more functions and update. Add more functions to the project - ink system controls - level control - control and maintenance - humidity control - ink flow control - lamp control
I am looking for an expert in Doorbird system to help maximize the efficiency of my home unit, focusing specifically on: Access control: - Enable the system to control multiple doors and garage openers - Allow to lock/unlock remotely - Add a keypad entry system for a streamlined user experience. Automation: - Automize processes where possible for ease of use Ideal Skills: - Extensive knowledge in Doorbird systems - Experience in automating security systems - Expertise in integrating varying access control systems, particularly with keypad entry systems and magnetic locks Your will help me document the current setup, explore technologies and products to purchase, make a plan incl. wire diagrams. Proven experience with home automation (doorbird a1018, doorbird ...
...platform should be the ability to compare rates from various logistics and freight forwarding companies. This will give users the power to choose the most cost-effective option for their needs. - Shipment Tracking: A real-time, detailed shipment tracking system is also a must-have. This will provide users with up-to-date information about the whereabouts of their shipments, enhancing transparency and trust. - Quotation Creation: The platform should allow users to create and customize quotations easily. This feature will help users plan and budget their logistics operations. Audience: - The platform should cater to a variety of users, including freight forwarders, shippers, and logistics companies. It's essential that the platform is user-friendly and accessible to in...
We're experiencing an issue with our Laravel website. The login works intermittently for regular users, and I've noticed this issue on Google Chrome. The problem seems to happen randomly without any specific pattern. When it fails, after login, php log says the user has logged in. But in the website, i...with Laravel PHP framework - In-depth understanding of backend/frontend synchronization - Previous experience with debugging login/authentication issues - Familiarity with handling cookies in a secure manner - Excellent problem-solving skills and attention to detail - Ability to effectively communicate technical information to non-technical personnel The work has to be done remotely using remote control software like TV or anydesk Your help in fixing this issue would be ...
I'm currently looking for a React developer with knowledge in the use for FiveM, I'm just looking for a single developer, not companies or teams. I need the developer to do the frontend and call the events as the are called in the FiveM Game.
...capabilities. - Data visualization to aid in tracking and analysis. - Analytics for evaluating transaction patterns and identifying potential issues. - Smooth Data Pipeline with Realtime streaming for efficient data handling. - API integration with third parties to ensure seamless operation. Target Audience: This platform is primarily aimed at banking and financial institutions, as well as e-commerce companies. Preferred Technology Stack: - Java & Python for the core of the platform. - Big Data technologies for processing large volumes of data. - In-Memory DB for fast data storage and retrieval. - Drools & JBPM for fraud detection and management. The ideal candidate should have experience in developing similar platforms, with a solid grasp of real-time monitoring, fra...
...well-versed in Simulink. Leveraging your knowledge, I need assistance in modeling simulation, establishing an effective control system design, and performing signal processing. Key responsibilities: - Build a model simulation - Design a stringent control system - Perform signal processing Although the specific task was not clarified, I value a freelancer who can dynamically adjust to the task at hand. Hence, your application should highlight your past work, experience, and a detailed project proposal–these are essential components to your success in this project. The ideal freelancer should display: - Excellent knowledge of Simulink - Previous experience in model simulation, control system design, and signal processing - Proficiency in MATLAB, and Simu...
I'm looking for a seasoned Java developer who has experience working with XAMP. Your understanding of database systems is also crucial to this project's success. Please apply if you have the required expertise. No teams or companies please.
I need a professional with extensive experience in Fuzzy Logic and Matlab. Since I haven't defined the exact task or domain, I anticipate your ability to tackle various applications ranging from control system design, pattern recognition, forecasting, robotics, financial analysis, to traffic control. The final output, yet to be specified, could be anything from improved system performance, enhanced decision-making, or better data analysis. Since the assignment specifics are yet to determined, I require someone who is flexible, creative, and solutions-oriented. Matlab proficiency is a must.
...camera is triggered by an "Upload" button for each document section. Step 1: Initialize the App Start by creating a new Canvas app from blank in Power Apps Studio. On the app’s OnStart property, initialize context variables that will control the visibility of the camera and determine which section is active. PowerApps Copy code UpdateContext({showCamera: false, currentSection: ""}) Step 2: Set Up User Interface Components Add text input controls for "First and Last Name". Label each text input appropriately. Step 3: Insert Camera Control Insert a Camera Control and set its Visible property to the showCamera variable. PowerApps Copy code Visible = showCamera Step 4: Implement Upload Buttons for Each Document Section You'll ne...
I am searchi...LabVIEW, or Labwindows. Your task will comprise the development of a CanOpen protocol program making use of an IXXAT USB-CAN Converter. It run on windows 2000 operating system Key Responsibilities: - Develop a program using VB.Net/LabVIEW/Labwindows, capable of implementing the CanOpen protocol - Program must be able to read and write data to the IXXAT USB to CAN converter - The software should control devices using the CanOpen protocol Ideal Skills: - Proficiency in VB.Net, LabVIEW, and Labwindows - Advanced understanding of CanOpen protocol - Experience with IXXAT Converters It's essential that the chosen candidate guide me through the installation and testing process until we have a successful operation. The program must be compatible with Windows 2000 Op...
...blend of hues that gives an appealing, and professional look to my brand. Key Requirements: - Must possess colours that stand out bright and vivid - Focus the logo around the essence of plumbing services - Originality and creativity is highly valued Ideal Skills and Experience: - A professional level understanding branding and logo designs - Experience in creating logos for home service companies, preferably in the plumbing industry - Killer portfolio showcasing past works Please illustrate your capacity by including in your proposal, examples of past works that resonate most with what I need for this project. Potential candidates will be chosen based on their creativity, originality, and experience. Remember, attention to detail is crucial. Looking forward to your vibrant...
I am looking for a skilled video editor who can create and edit engaging videos for my social media presence. - Platforms: The videos will be posted on Instagram, YouTube, and TikTok. - Style: The videos should be designed to be fun and energetic, in line with my social media brand. - Length: I will need a range of... Ideal candidates will have experience in creating social media video content and can demonstrate a strong grasp of the different editing styles required for each platform. A portfolio showcasing previous work in this area would be highly desirable. The ability to produce engaging, dynamic content while adhering to branding guidelines is a must. This is will be recurring weekly with a constant flow of content so it’s not a 1 time job. Look forward to hearing b...
...should be colorful and fun, capable of being printed on clothing and other merchandise. Design Inspiration: Mascot Idea: Considering a mascot that embodies a young, adventurous spirit, such as an astronaut, to represent our 'Digital Dreamers Academy' maybe with a robot dog next to it, backpack, or some type of tech gear...possibly day dreaming? Attached Samples: I've been inspired by similar companies that use a simple Ninja type of charters in different ways and have included links to design samples that I like. I have also included a link to pinterest where I have found some cute robots and 3d style animations that maybe good for the mascot style, but I am not sure and would like feedback from a pro. Concept Challenge: How can we integrate
I am looking for an advanced AI expert who is proficient in Python to help me understand and manipulate a deve...understand and manipulate a developed Python package on a tutoring basis. The link of the package is: I am interested in the cylinder problem here: Key Responsibilities: The tutor should help me to make changes in the code, track the flow of the data, know the dimensions of the data, debug errors that I may encounter, and how to create more figures as well. Level of Expertise: Advanced. It's important that the tutor is proficient in AI and Python, and can guide me through the learning process at an advanced level.
...designs for exterior kitchens that I have. Here's more about the tasks: - Customizing Pre-Existing Designs: I have a few draft designs in hand, but I need them tailored to my preferences. You will be working on adjusting layout, space planning and selecting furniture and appliances. - Unique Layout Planning: The goal is to create an efficient and functional exterior kitchen design based on a drawing I have. Expertise in understanding and interpreting drawings to Sketch Up designs is essential. - Diverse Expertise: An ideal candidate would not just be skilled with Sketch Up, but also hold an understanding of layout planning, furniture and appliance selection for exterior kitchen designs. Join me on this creative journey to craft engaging and attractive exterior kitchen ...
I'm looking for a se...implementing JWT-authentication and integrating Keycloak with SpringBoot. The project aims to create a robust, secure user authentication system. Key project requirements: - Implementing JWT authentication. - Integrating Keycloak with SpringBoot. - Developing a secure login system for a large user base (more than 1,000 users). - Managing user roles and permissions dynamically, allowing admin users to control them. Ideal Skills and Experience: - Proficient in SpringBoot and Keycloak. - Strong experience in implementing JWT authentication. - Prior experience in developing secure systems for large user bases. - Knowledge in setting up dynamic user roles and permissions, especially in a SpringBoot environment. - Ability to deliver a robust, scalable, and s...
I'm looking for a Python expert to help me set up a pipe network simulation and analyze the pressure data for detecting potential water leaks. The primary goal of this project is to simulate a water pipe network and subsequently identify potential leaks using pressure drop analysis. The simulation should be able to model the flow and pressure properties of a complex network of pipes. Key tasks: - Setting up the pipe network simulation using Python - Conducting pressure drop analysis for leak detection - Providing an intermediate level of detail in the analysis report - this should include the locations and estimated sizes of the potential leaks Ideal candidates for this project should have: - Proven experience in Python programming - Understanding of hydraulic systems and ...
...each wall) for the mason. This involves positioning the windows with window sills and roller shutter formwork, as well as lintels which protrude 25cm on either side of the window or French window or bay window. There are 16 exterior windows or doors and 12 walls. I have a 2D plan but some dimensions need to be corrected. I am looking for someone who is an architect and who has a perfect command of CAD or similar software. The idea would be to have facade plans with and without the concrete blocks I attach what we expect in the design (we must include the lintel (20 cm high), but below that there is the formwork of the rolling shutter (30cm), the window or French window door (variable dimension) and its supports (5cm) It is not necessary to include the window or the doors sill bu...
I'm seeking a skilled financial analyst to help me with a medium-term (3-5 years) cash flow forecast model. Key Tasks: -Produce a simplified cash flow model for a biodiesel manufacturing plant (ex. Diamond Green ) -Model should include appropriate costs for feedstock and revenue by product including (renewable diesel, LCFS credit prices, RIN prices and any other revenue sources or applicable tax incentives) - Model Creation: Develop a financial cash flow model that can reliably forecast our cash position over the next 3-5 years. Specifically, I'd like to be able to determine the break evens for a particular feedstock price, or incentive value. Skills/Experience Required: - Strong Finance Background: Deep understanding of financial analysis and forecasting
...using ReactJS and AWS. The tool will analyze an array of data sources and present the results using insightful visualization techniques. Here are the requirements: - Implement Amazon Cognito for user authentication and authorization - Utilize AWS Amplify for the app's development and deployment - Integrate AWS API Gateway for efficient data exchange - Integrate Stripe for payments. Need complete flow Our tech stack looks like: - Amazon Amplify for app backend, and front end - Gatsby JS coupled with AppSync for front end - Amplify UI and MUI Material for UI components Features that I need: - End to end user journey - from login/registration to offering profile capture, to custom subscriptions - User DMs, Push Messaging, Custom email notifications (using SES) - Analytics (...
I'm in need of a professional who can create DXF files for laser cutting on acrylic material. The designs are focused on geometric patterns. Key requirements: - Creation of DXF files for laser cutting on acrylic material - Designing geometric patterns. Ideal skills and experience: - Proficient in CAD software, particularly in creating DXF files. - Previous experience in designing geometric patterns. - Understanding of material-specific design considerations for acrylic.
...personalized meal plans and nutritional counseling, primarily for individuals seeking weight loss. Key requirements: - Designing customized meal plans: Including a diet that can assist with weight loss. Meal plans should be practical and easy to follow. - Nutritional counseling: Providing insights on healthy eating, lifestyle changes in support of weight loss goals. This might include tips on portion control, food choices, etc. - Delivery: You should be able to deliver the meal plans and conduct counseling sessions in written formats (PDF, Word, etc.). -Basically I am allergic to citrus fruits and apple so it would be better if don’t include those things in the diet plan. Ideal candidates should have: - Proven experience in developing meal plans for weight loss - A backg...
I'm in need of a ...looking - need to be build for web analytics - below are some examples of sites id like to mimic in a way Ideal skills and experience for this job include: - Proficiency in WordPress, with a strong portfolio of past projects to showcase. - Experience in designing and developing websites for construction companies, or related fields. - Understanding of SEO best practices and how to implement them effectively. - A creative approach to website design, with a keen eye for aesthetics and usability. Please apply with a detailed project proposal. I'm looking forward to working with a talented professional who can help me take my construction company's online presence to the next level.
We have an existing app with a menu that needs some attention. Right now, the focus is on changing existing menu item or a adding new one. While we want these changes to happen relatively soon, they aren't necessarily urgent and should be achievable without disrupting the overall flow of the app. - The interactions with the menu are also up for reconsideration. We're open to a different approach than the traditional menu. Maybe something more interactive like a roller, or a more user-friendly system than a standard dropdown. Right now we have 26 cities that have to be included The backend CMS work both for android and iOS Ideal skills for this project include: - App design experience, particularly with menu systems - A good understanding of user interaction and int...
The project involve redesinging a box , change the model and also other components (holes , ). The project will be done in Onshape Cad software.
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...have a project in AutoCAD that involves a range of design tasks - from creating 2D drawings to rendering images from CAD files. Key Requirements: - Creating 2D Drawings: These should have intermediate details, including dimensions and material specifications - Designing 3D Models: Expertise in Mechanical 3D modeling is essential - Rendering Images from CAD Files: You should be able to produce high-quality visualizations from the CAD data Ideal Skills and Experience: - Proficient in AutoCAD software, specifically within the Mechanical field - Experience in creating detailed 2D drawings and 3D models - Strong portfolio of previous CAD work, particularly in rendering images from CAD files - Understanding of material properties and dimensions in a Mecha...
Se busca un desarrollador de Laravel bilingüe en español e inglés, o con habilidades en un software similar, para crear una herramienta bilingüe integral de gestión de mantenimiento industrial que incluya: - Funcionalidades para programar mantenimientos - Capacidad para registrar fallos (integracion con codigos QR y formularios) - Un mecanismo integrado de control de inventario de repuestos Además, este software debería poder gestionar órdenes de trabajo, seguir el tiempo y los costos, y generar informes respectivos. Los desarrolladores con experiencia y un talento para el diseño de sistemas complejos son los candidatos ideales. Por favor, tenga en cuenta que aunque la herramienta se desarrollará en inglés, ...
I'm in need of a meticulous proofreader who can enhance the quality of my academic papers and creative works. The documents I need help with range from 500 to 1000 words, and I'm expecting an in-depth review of language and structure. Key Responsibilities: - Proofreading: Correct any grammar, spelling, and punctuation errors. - Sentence Structure: Review the flow and coherence of the text. - Style & Formatting: Ensure consistency and coherence in writing style. Ideal Skills and Experience: - Strong command of English language. - Previous experience in proofreading academic papers and creative writing. - Proficiency in identifying and correcting structural issues in writing. - Attention to detail and ability to consistently meet deadlines. I'm looking for a reli...
I need an expert to work on my English and Psychology projects. Both projects involve a degree of proofreading and editing tasks. The English project focuses on scientific literature, requiring specific attention. Key Responsibilities: - Fine-tune the coherence and flow of the English project - Bring psychological insight into the editing process for the Psychology project Ideal Skills: - Proofreading and editing expertise - Sound knowledge of scientific literature - Background in Psychology preferred - Excellent English Grammar and Syntax command - Attention to detail and accuracy Your role will be primarily to ensure my projects' content is polished, and all psychological assertions are accurate and well presented.
...for preset keywords like "Failed SMTP login" or "Relay attempt" to auto block IP's. This service should auto add/delete a new entry to a existing "inbound windows firewall rule" with the hacker's IP for a specific period of time. A good example or a similar concept could be found here: Some of the settings that I need to control: – Duration to ban ip address (min) – Number of failed login attempts before ban – Whitelist of comma separated ip addresses to never ban – Blacklist of comma separated ip addresses to always ban – Custom keywords, XPath and Regex to parse logs for failed login attempts – No need to restart the service when we change settings – Highly configurable, ban anything...
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I am seeking a freelancer with extensive experience in creating modern architectural drawings. As the successful candidate, you will: - Have solid expertise in creating architectural drawings, specifically modern designs - Provide detailed and accurate sketches - Apply your previous experience and knowledge creatively in the project - Use AutoCAD effectively Your application should clearly outline your experience, including the types of projects you've worked on before and the complexity of the designs. This project will appeal to those who enjoy creating cutting-edge, forward-thinking designs. I look forward to hearing from you.
I am in need of a detailed research project that seeks to uncover the owner information of all shopping centers in Montgomery, AL. The scope of this task is broad – you will need to find information on more than 20 different centers. Primary research focuses: - Gathering contact details of the owners - Identifying the property management companies for each center I am considering candidates who are able to deliver detailed, accurate, and current information. Attention to detail is key. Previous experience in real estate research and data mining will be an advantage. If you have a background in this field and have the analytical skills to complete the task, please apply. Thank you.
I require a proficient WPF developer to design and create a user-friendly desktop application w...desktop application with the functionality and design, on par with that of Visual Studio. My project would need your expertise in: - Data Binding: Connecting the software to a database for efficient processing and managing of information. - UI Design: As Visual Studio served as inspiration, the application must have a clean, intuitive user interface, prioritizing user experience. - Navigation and Control: Implement a logical, coherent system to smoothly navigate around the application. The ideal candidate should have experience developing desktop applications, data visualization tools, and creating user-friendly interfaces, particularly in WPF. Familiarity with Visual Studio's de...
I am looking for an SPSS expert who can help me with running Case-Control Matching analysis on my dataset. Key Requirements: - Advanced SPSS skills, particularly in Case-Control Matching. - Ability to troubleshoot and resolve errors efficiently. Your primary role will be to help me run the Case-Control Matching analysis and ensure it is correctly applied to my data.
I am in the process of crafting a research paper that focuses on the benefits of big data in the decision-making process for companies. To achieve this, I am looking for a professional writer who can conduct a detailed Case Study Analysis. This analysis will specifically delve into the application of big data in the Technology, Healthcare, and Finance industries. Key Responsibilities: - Conduct a comprehensive Case Study Analysis on the role of big data in the decision-making process within the Technology, Healthcare, and Finance sectors. - Explore and highlight the benefits that big data presents in these specific industries. - Provide a well-structured and evidence-based narrative that clearly outlines the significance of big data in modern-day decision making. Ideal Candidate: ...
I'm looking for a proficient develo...database with only one table. - Users should be able to select the exercise they want from a drop-down list. They should be able to start typing the name of the exercise and the drop-down list should filter based on their text. Eg. if they type 'squat', the contents of the drop-down list should narrow to all exercises that contain the word 'squat'. - Exclusive admin rights: I would like to have sole control over the addition, deletion, and editing of exercise data. Regular users should not have access to these privileges. The successful freelancer should have expertise in working with MySQL databases and webpages. Efficient problem-solving skills and preciseness to details are essential. Previous experience in similar p...
I am currently in need of comprehensive, multi-faceted telemedicine services to significantly enhance the accessibility, convenience, and cost-effectiveness of healthcare. Ideal candidates or companies for this project would possess: - Proven experience in the telemedicine field. - Examples of past work. - Detailed proposal showcasing their proposed approach to the project. Though the answers to what specific type of telemedicine service I'm looking for remain unanswered, a proficient provider should be equipped to offer a broad range of services, particularly in the following areas: - Virtual consultations - Remote patient monitoring - Diagnostic services Telehealth in New York. Must have providers onboard and has to be 100% compliant.
I...meetings from Slovak/Czech to Chinese. Key Requirements: - The project will run for approximately 1 month, with each day consisting of a single meeting. - The ideal candidate should have an understanding of business terminologies and should be able to accurately convey the essence and context of the discussions. - The successful candidate will translate conversations in real-time, ensuring that the flow and integrity of the meetings are maintained. Skills: - Proficiency in Slovak/Czech and Chinese languages is a must. - Proven experience in translating business-related discussions. - Strong intercultural communication skills. This is a crucial role, so I am seeking someone who is reliable, professional, and able to commit to this daily task for the entire duration of th...
I urgently require a web scraper proficient in extracting data from xing.de. I will provide a file of specific company names, for which I want to obtain the number of employees. Your task will involve: - Gathering accurate and up-to-date data on the number of employees for each company on the list - Formatting the information suitably for my usability. You need to have proven experience in web scraping, particularly on professional platforms such as Xing. Familiarity with German language platforms is beneficial. The deliverable is a neatly formatted file containing company names and their respective employee numbers.
I am looking for a talented designer to create visually appealing shipping bags for my workwear company. We manufacture and distribute workwear, uniforms and protection equipment to other companies. Key Details: - The primary purpose of the shipping bags is branding and we are looking for a design that stands out. - The bags will come in different sizes, with the most common one being 35cm x 45cm. The design should be adaptable and look good across all bag sizes. Hence, the design needs to be vectorize and AI format. It must include our logo and name. Our company name is Equipamiento Institucional (with brand name Ekinsa). We are open to one colour (dark blue as logo preferible) and full colour options.
I am searching for someone who can just show me how can I set the HTTP request from inside ManyChat flow builder, so I became able to make POST/GET from ManyChat to Dialogflow. The image attached to this offer shows exactly the module I need to configure.
I am seeking an experienced graphic designer to create engaging visuals for my business's Facebook and Instagram posts and website banners. These visuals serve three main goals: to increase brand awareness, to drive traffic to my website and to ...identity and how to communicate it effectively through visuals. - Have a strong understanding of Facebook and Instagram's user demographics, platform guidelines, and content trends, to tailor the visuals accordingly. - Be skilled in creating both static and dynamic content (i.e., images, reels, videos). - Be able to start immediately as this project requires an ASAP completion. - Proficient with CAD / Canva / Figma or similar tools I look forward to working with a creative and results-driven professional who can contribute to ...
...an Excel file. Prompt Generation: Develop an automated system to convert trend data into creative prompts suitable for image generation APIs. API Integration: Connect with external APIs like DALL-E or MidJourney to generate images based on the automated prompts. Backend Development: Build and maintain a backend system to handle API calls, manage image and data storage, and ensure efficient data flow throughout the application. Frontend Development: Design and develop a user-friendly e-commerce website where customers can browse and purchase generated images. Database Management: Set up a database to manage user data, transaction details, and maintain associations between prompts and generated images. Quality Assurance and Testing: Ensure the application is reliable, performs well...
