Custom software development business driverроботи

I'm seeking a seasoned mobile app developer to create a comprehensive e-commerce app for both iOS and Andr...intuitive and visually appealing to attract and retain users. - A secure and efficient online payment system is a must. - Experience in creating an e-commerce app is highly desirable. - Knowledge of the latest iOS and Android design guidelines and development practices is crucial. - Ability to integrate features such as product catalog, shopping cart, user account management, and customer service interface. Skills & Experience: - Extensive experience in mobile app development, particularly in e-commerce sector. - Proficiency in cross-platform development tools. - Strong understanding of UX/UI principles and e-commerce trends. - Excellent problem-solvin...

We are seeking an experienced civil engineer who specializes in land development and construction projects to collaborate with our team on a regular basis. Responsibilities include advising on site planning, compliance with local regulations, design optimization, and overseeing project execution. The ideal candidate will have a strong background in both the theoretical and practical aspects of civil engineering, with a focus on sustainability and innovation in land development.

...The software needs to be compatible with both mobile phones and PCs. It should allow users to take pictures of items, assign unique ID codes, generate QR codes, and initially designate ownership among family members (Katie, Jack, Tanya, Donna, Gary, Michael, Tom). Key features of the program should include: - Assigning an initial value of $5 to each item, but also allowing for higher valuations to be set. - Facilitating the input of item descriptions. - Outputting a PDF file containing the picture and value of each item. In terms of eBay integration, the program should interface with eBay for the auction of selected items. This includes: - Listing items for auction - Tracking bids - Managing payments The ideal candidate for this project should have extensive experience in ...

...modules, each using edge connector. Key Responsibilities: - PCB Design: Your primary focus will be on designing the PCBs for each module. - Schematic Development: You will need to create a schematic diagram for each module. - Firmware Development: You will develop firmware tailored to the needs of each module. - Testing: At the conclusion of the project, you will conduct testing to ensure that all schematics, PCBs, and firmware are correctly designed and can be integrated as needed. Ideal Candidate: - Proven experience in PCB design is a must. - Prior work with small PCB modules is preferred. - Skills in schematic design and firmware development are essential. - Experience in testing and troubleshooting electronic components is required. I'm looking for ...

I'm looking for experienced blockchain developers to help develop a large-scale DeFi platform on the Ethereum blockchain. The ideal candidates should be well-versed in DeFi and understand its intricacies. Key requirements: - Proficient in Ethereum blockchain - Experienced in DeFi development - Capable of creating a large-scale platform Please note, I need to hire as soon as possible.

...Payment Gateway Integration: The system must include integration with popular payment gateways (e.g., Stripe, PayPal) to handle user subscriptions, renewals, and cancellations securely. Future Mobile App Compatibility: The platform should be designed to allow seamless future development of a native mobile app for iOS and Android. Ensure APIs and backend architecture are scalable for this purpose. ------------------------------------------------------------------- Project Overview I am looking for a developer (or development team) to create a responsive web-based system that enables real estate agents to design professional graphics for property listings on social media platforms. The system should be user-friendly, secure, and include features such as user profile manage...

My Facebook business profile has been disabled and I suspect it's due to a mistaken identity. I have not yet submitted an appeal to Facebook. I need help to: - Prepare and submit an appeal to Facebook - Provide guidance on how we can best communicate with Facebook to expedite the process - Help to re-establish the profile once access is restored Ideal skills and experience for the job include: - Strong understanding of Facebook's policies and appeal process - Excellent communication skills - Previous experience with similar situations - Ability to work under pressure

...to my WordPress website. The website posts classes as custom post types. The integration should allow the ActiveNet API to create and delete classes on the website as they are updated in ActiveNet. Specific Requirements: - Connect class schedules and class details from ActiveNet. - Update existing class information on WordPress as it changes in ActiveNet. - Evaluate the need for custom fields or specific attributes in class posts. Ideal Skills: - Proficiency in WordPress and WordPress custom post types. - Extensive experience with API integration, particularly ActiveNet. - Ability to assess and implement necessary custom fields. Time is of the essence, so I would appreciate it if this could be done as soon as possible. All development work will b...

I'm seeking a creative designer to craft a playful logo for my online retail business, which specializes in personalized and customizable mugs. Key Requirements: - The logo should be primarily in black, reflecting a simple yet striking monochrome aesthetic. - It must include a mug illustration and the business name. Ideal Skills: - Logo design - Graphic design - Illustrative design The objective is to create a logo that is not only visually appealing but also encapsulates the essence of our playful, custom mug business.

I'm in need of a web designer with a creative flair and a strong eye for detail to design a company profile website aimed at attracting new clients. Key Responsibilities: - Creating visually appealing and user-friendly custom web layouts, UI/UX designs and page templates. - Designing wireframes, mockups and prototypes to present design concepts. - Collaborating with our development and content teams to ensure designs are implemented smoothly. - Optimizing web layouts for performance across multiple devices. - Staying updated on current design trends, tools and best practices to keep our website fresh. Ideal Skills: - Strong understanding of web design principles. - Ability to deliver high-quality work in a fast-paced environment. - Experience in designing corporate we...

I'm looking for an experienced mobile app developer to create a utility app for both iOS and Android. Key requirements: - Proven experience in cross-platform mobile app development - Strong understanding of UI/UX for utility apps - Knowledge of best practices for iOS and Android development - Portfolio showcasing similar projects Please provide your estimated delivery time and budget.

Project Title: Expert Facebook & Instagram Ads Setup Specialist Needed for Hand Car Wash & Detail Shop Including Zapier & Mailchimp & CRM Setup Proposal Submission Rule: NO PREMADE PROPOSALS OR PITCHES WILL BE TOLERATED. If you are serious and professional about this job, you must submit a custom proposal that clearly demonstrates you have read and understood our project requirements. Your proposal should detail your approach to completing this project, confirm your agreement to our terms and conditions, and explicitly acknowledge the pay-by-the-hour only, no milestones rule. Project Overview: We are seeking a highly skilled and experienced freelance expert to set up professional Facebook and Instagram ad campaigns aimed at driving increased phone calls, foot traff...

I am urgently in need of a professional who can create a custom 3D avatar for me. The avatar needs to be able to lip sync accurately to a given script. The avatar will be primarily used as a virtual assistant. Key Requirements: - Creation of a unique, 3D avatar model - Implementing precise lip sync capabilities to the avatar - Ensuring the avatar can function as a virtual assistant Please note, I am not looking for overly elaborate timelines or costs. I need a reasonable, genuine person who can deliver this project as soon as possible. Experience with creating and animating 3D avatars is crucial, as is a solid understanding of lip sync technologies.

I am in search of a talented graphic designer to create a modern logo for my business. The ideal designer will possess a keen understanding of contemporary design trends and have a portfolio showcasing similar work. Key Requirements: - Expertise in modern design principles - Proficient in using best colors - Creative in integrating both text and symbols into the logo -- Need 3 Design of Logos Please share your portfolio and previous works that align with this project. I look forward to seeing your creative interpretations.

I'm looking for an experienced developer to create a custom e-commerce web app for me. This platform should have a seamless shopping experience, including a fully functional shopping cart. Key Requirements: - Extensive experience in custom e-commerce web app development - Proficient in integrating interactive and user-friendly shopping carts - Understanding of e-commerce industry standards and practices - Able to deliver a secure, reliable, and high-performance web app Skills and Experience Ideal for This Job: - Custom web development expertise - E-commerce platform development experience - E-commerce security and performance optimisation skills

I need an experienced Shopify developer who can assist with urgent modifications to my store. The scope of the project includes: - Custom theme adjustments or modifications - Resolving issues related to functionality and user experience - Enhancing the design to improve visual appeal, mobile responsiveness, and user interface/experience - Ensuring the store is fully optimized and error-free The ideal freelancer will have: - Strong expertise in Shopify development - Proficiency in Liquid, HTML, CSS, and JavaScript - Experience with Shopify apps, third-party integrations, and custom themes - Strong problem-solving skills and ability to troubleshoot quickly - Ability to work under tight deadlines and manage time effectively Please note that there are only a few apps a...

I need a price at first I'm seeking a top-tier Global HR, Accounting, and Payroll Software. This system must be comprehensive and cover all critical functions, including: - An all-encompassing Employee Self-Service portal - Seamless Global Payslip Integration for remote staff - A Custom Backend development which can monitor staff's login & logout to track working hours The software should be able to: - Automatically calculate tax deductions - Handle currency conversion - Provide multi-language support in the Global Payslip integration The Employee Self-Service portal should allow staff to: - View and download their payslips - Update their personal information - Request leave or time-off The backend needs to be secure to prevent unauthorized ...

I'm looking for experienced app developers to create a cross-platform (iOS and Android) mobile application, akin to popular ride-hailing services like Ola or Uber. Key Requirements: - Development of a user-friendly and intuitive mobile app. - Integration of real-time GPS and map services. - Implementation of secure payment gateways. - Building a robust backend to support high volume traffic. - Ensuring the app is scalable, reliable and can withstand peak times. Ideal Skills: - Proficient in mobile app development for both iOS and Android. - Prior experience in developing ride-hailing or similar utility apps is a plus. - Strong knowledge of GPS and map integration. - Expertise in secure payment gateway integration. - Excellent understanding of building scalable backend...

I'm seeking a skilled Shopify expert to set up 5 e-commerce package website stores I already have a design in mind for these stores, which will need to be implemented accurately. Key Requirements: - Setup of 5 Shopify stores based on provided design - Integration of specified payment gateways: PayPal, Credit/Debit Card, and St...to set up 5 e-commerce package website stores I already have a design in mind for these stores, which will need to be implemented accurately. Key Requirements: - Setup of 5 Shopify stores based on provided design - Integration of specified payment gateways: PayPal, Credit/Debit Card, and Stripe - Experience with Shopify and e-commerce store setup - Attention to detail and ability to implement custom designs Potential for ongoing work if the store...

I'm looking for a skilled Android developer to create a call history application in Java. This app should closely resemble the default Android call history interface. Key Features: - A search function to easily find specific calls - Call statistics to provide insight into ca...letter of the contact's name -Upon clicking one entry, the entry should expand and show more options like add contact, sms, etc as seen with default android call history app project needs to be done in android studio using Java, using latest versions of the tools. need to handover the entire codebase from android studio. The ideal candidate will have: - Extensive experience in Android app development - A strong understanding of Android's design principles - Ability to implement interactive a...

...rankings. * Blog or resources section for branded content (optional). * Social media integration (Facebook, Instagram, YouTube). 4. Content and Media: * Design and creation of custom icons. * Text overlays and light editing for media assets (images/videos). * Showcase brand story, mission, and product benefits clearly. 5. Backend Requirements: * Easy-to-use content management system (CMS) for future updates. * Scalable and optimized infrastructure with secure access. Deliverables: 1. Fully functional brand website hosted on GoDaddy. 2. Integration of Amazon links or buttons for seamless product redirection. 3. Custom-designed icons and lightly edited media assets. 4. Source files and access credentials. 5. Basic SEO setup (keywords, meta tags, etc.). Additional Informa...

I'm looking for a skilled coder to help me add some interactive elements to my website. The goal of this project is to enhance user experience and engagement through custom coding. Ideal Skills and Experience: - Proficient in HTML, CSS, JavaScript, and other relevant programming languages. - Proven experience in adding interactive elements to websites. - Strong problem-solving skills and attention to detail. - Ability to work independently and meet deadlines. We specialise in aluminium bifolding, and want a custom pages for customers to personalise products with the different customisation options. It includes backend price tables where they can input any size in given ranges and X price is outputted

I'm encountering some issues with my Mac development environment. I work across web, mobile and data science development, and I'm currently facing some installation errors and dependency conflicts. Key Requirements: - Deep understanding and experience with Mac development environments - Proficiency in web and mobile app development - Familiarity with data science development - Expertise in troubleshooting installation errors and dependency conflicts - Proficient in using Homebrew and npm package managers I need someone who can help me resolve these issues and ensure my development environment is running smoothly. You will be using my anydesk Fix my Sudo commands. I dont want to run sudo Make sure things are not installed in my root...

I'm in need of an expert in TensorFlow, Pytorch CNN to build a handwritten-digits-recognition model for me. The model will be trained on a combination of the MNIST dataset and a custom dataset . I need Training script and Model and inference example . Key Requirements: - The model needs to have an accuracy above 99%. - It will primarily be used in a script. Ideal Skills: - Expertise in AI, TensorFlow, Pytorch CNN - Experience with image recognition models - Ability to work with both MNIST and custom datasets - Proven track record of achieving high accuracy models i will provide few images after you show the dome on those i will award the project.

Project: Website Development on GoHighLevel Objective: Create a professional, user-friendly website on GoHighLevel that includes key features to support lead generation, customer engagement, and content sharing. Platform: The website will be built on GoHighLevel to leverage its CRM integration, automation tools, and marketing features. Project Scope and Requirements: 1. Lead Forms • Purpose: Capture visitor information and inquiries effectively. • Features: • Embedded lead forms on multiple pages. • Customizable fields (e.g., name, email, phone number, and additional questions). • Integration with GoHighLevel CRM for automatic data collection and follow-ups. • Include a thank-you page or confirmation message after form submission. 2. Calcul...

I'm looking for a skilled web developer to create a WordPress website for my transportation business, hosted on Bluehost. The site should mirror the professional appeal and functionality of a comparable competitor's site. I am open to rate negotiations and prefer a flat-rate payment structure with no hidden costs. Key Requirements: - Extensive experience with WordPress and Bluehost - Ability to design a corporate/professional style website that embodies my business's transportation theme - Strong understanding of e-commerce and business website creation - Capacity for transparent and fair negotiations I look forward to working with a freelancer who values honesty and transparency as much as I do.

...stop filming). 3. They add our branded outro clip. 4. They upload the video to YouTube as a private video Another volunteer creates the YouTube title, video description with video chapters, and turn on subtitles. a. Prior to setting up the premiere or publishing, they select appropriate hashtags and video tags, they add video promotional cards and end screen, and create attractive and engaging custom thumbnails that feature the speaker. b. Create YouTube community post c. Create social media graphics and captions posts to promote the video premiere d. They also attempt create YouTube shorts to promote the long video using AI when possible Our fragmented approach works but it is not as efficient as it could be and all the volunteers are self-taught and not experiences. Ideal...

We're seeking a skilled professional to build a complete CV writing service website on WordPress. The project requires end-to-end development, from UX design to final deployment, with a focus on client dashboard and upsell opportunities. Key Project Components: Client Dashboard Features: Order tracking & status updates CV/document download area Communication system with writers File upload functionality Progress tracking Smart upsell section featuring: Recommended service upgrades Complementary products Limited-time offers Package comparison Success statistics Customer testimonials Custom Upsell System: Dynamic upsell recommendations based on current package Time-sensitive offers Progress-based suggestions (e.g., after CV completion, suggest LinkedIn optimi...

I'm seeking a skilled developer to create bespoke TradingView indicators for stock trading. The primary focus will be on technical indicators, particularly a custom channel break indicator. Key aspects of the project include: - Development of custom technical indicators tailored for stock trading. - Special emphasis on a unique channel break indicator. - Integration of these indicators into TradingView platform. The ideal freelancer for this project should possess a robust understanding of stock trading and technical indicators, and have proven experience in developing TradingView indicators. A keen attention to detail and capability for delivering high-quality, precise work is essential.

I'm seeking a professional web developer to create a comprehensive...in guiding this decision. Key Features: - Shopping Cart: A user-friendly shopping cart that ensures a smooth checkout process. - Customer Reviews: A section for customer reviews to boost product trustworthiness and enhance user engagement. - Product Search: An efficient product search function to help customers easily locate their desired items. Ideal Skills: - Proficient in e-commerce web development. - Familiar with platforms like Shopify, WooCommerce, and Magento. - Experience in implementing interactive features like customer reviews. - Knowledgeable in designing intuitive navigation systems. Your input in choosing the most suitable platform and creating an appealing, functional, and secure website is...

...information. Key Features: - The AI's primary function will be to provide Islamic educational content, including Quranic interpretations, Hadith explanations, and Islamic history lessons. - Initially, the AI should be accessible via a web application and through WhatsApp integration. Ideal Skills and Experience: - Deep understanding of Islamic teachings and values. - Proven experience in AI development, particularly in creating educational content. - Skills in developing web-based applications and integrating them with WhatsApp. I want this project to culminate in an AI that can serve the Muslim community, providing them with a reliable source of Islamic education. The AI should be able to operate within the framework of Islamic teachings, ensuring that all the informati...

I'm looking for a SharePoint expert to create custom forms for data collection purposes. Key Responsibilities: - Design and implement SharePoint forms aimed at collecting client data. - Ensure the forms are user-friendly and accessible for various departments. Ideal Skills and Experience: - Extensive experience with SharePoint, particularly form creation. - Previous work with cross-departmental data collection. - Strong understanding of client data needs. - Excellent communication skills for understanding cross-department needs.

...platforms include: Upwork Freelancer.com Fiverr Toptal PeoplePerHour 2. Create an Account Sign up as a client/employer on the platform of your choice. Most platforms will guide you through creating a profile where you can manage job postings and track proposals. 3. Write a Detailed Job Posting Use the following structure for your job ad: Title Keep it concise but descriptive: “Mobile App Development: Employee-Employer Hospital Admission System” Description Be clear about your app idea, features, and expectations. Example: Project Overview: We are looking for a developer/team to create a mobile app for managing hospital admission details for employees and their dependents. The app will have two user roles: employees and employers. Key Features: Employee Login: Ent...

update my wordpress layout fast and responsive & SEO with the same content and font and color logo . Key Responsibilities: - Design and implement a new, custom, minimalistic layout for my WordPress site. - Ensure that the new layout is fast and responsive across all devices and screen sizes. - Maintain consistency with the existing content, font, and color scheme of the logo. Ideal Skills: - Extensive experience in WordPress theme development and layout customization. - Strong understanding of minimalistic design principles. - Proven track record of creating fast, responsive websites. - Excellent attention to detail to ensure consistency with existing design elements.

I'm looking for a web developer to create a unique prank website focused on text pranks. The site will enable users to generate their own custom prank messages to share via WhatsApp. My goal is to monetize the site through ad revenue. Key Features: - A platform dedicated to text pranks. - User-friendly interface allowing visitors to create custom prank messages. - Seamless integration for sharing via WhatsApp. Ideal Skills: - Web development, particularly in creating interactive sites. - Experience with ad revenue generation strategies. - Understanding of WhatsApp's sharing capabilities. i Want !00% Same As -

I'm looking to create an engaging and user-friendly Informational/Blog website. The primary content will be articles and blog posts, so a clean, easy-to-navigate design is a ...a clean, easy-to-navigate design is a must. Key Features: - A robust comment section to encourage reader interaction and discussion. - A Subscription/Email sign-up feature to build a loyal readership and keep them updated with new posts. - Seamless Social media integration for easy content sharing and increasing the site's visibility. Ideal candidates should have a strong background in web development, particularly with creating blogs and informational sites. Experience with setting up interactive features and social media links is highly desirable. A portfolio of similar past projects will be loo...

I'm looking for a web developer to create a stock signal page with admin panel for posting daily signals. Key Responsibilities: - Develop a stock signal page (single page) - Implement user registration via email through a popup - Integrate various ad platforms such as Google AdSense, Facebook Ads, Amazon Ads and any other effective ones Ideal Skills: - Proficient in web development - Experience with creating stock signal pages - Knowledge of ad platform integration - Skills in implementing user registration systems

I'm looking to develop an entertainment-focused mobile application similar to TikTok, specifically tar... dance and music video content. Key Requirements: - Core Features: The app needs to include video filters and effects, integration with a comprehensive music library, and robust social sharing options. - Target Content: The primary focus of the application will be on acting, dance and music videos, so the interface should cater to this type of content creation. Ideal Skills: - Mobile App Development: Experience in developing entertainment applications, particularly those focused on music and dance. - UX/UI Design: Ability to create an engaging and intuitive user interface. - Music Library Integration: Previous experience with integrating music libraries into applications ...

I'm looking to create a website mimicking certain investment platforms. Key features include: - Investment and Referral: Users can invest money and invite others to earn commissions, level-ups, etc. - Automatic Return...invest money and invite others to earn commissions, level-ups, etc. - Automatic Returns: Funds should automatically accrue interest daily and be added to the user's wallet. - Comprehensive User Dashboard: An advanced dashboard providing detailed analytics on their investments and referrals. Ideal candidates should have prior experience in developing similar platforms and understanding of financial software. Expertise in creating user-friendly, yet sophisticated dashboards is crucial. Please note, this project is seeking to create a legitimate investment p...

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I need a professional designer to help create both the print and eBook versions of my short business book. Key Requirements: - Cover Design: The book's cover needs to be eye-catching and reflect the theme of the book. - Interior Layout: The interior of the book should be expertly laid out for clarity, ease of reading, and visual appeal. Ideal Skills: - Experience in book design, particularly for business-oriented books. - Strong understanding of both print and eBook design requirements. - Creative and able to deliver a standout cover design.

I need a professional to develop a WordPress website for me. The website should be designed for e-commerce purposes with the following key features: - Product Filtering: The website needs to allow customers to filter products based on different criteria. The website will have 1-5 product categories. Understanding of WooCommerce and relevant WordPress plugins will be beneficial. Looking forward to your bids.

I am looking for an experienced software developer to create a simple and efficient desktop application for recording and organizing messages. The application should allow users to manually input messages through data entry fields, as well as support uploading PDF files for messages, with automatic organization into local folders. The focus is on ease of use, security, and flexibility in managing data and files. Core Requirements: 1. User Interface: - A simple and user-friendly design utilizing tabs, where each tab represents a specific type of message with dedicated input fields and tables. - Support for searching messages based on entered data (e.g., sender's name, job title, message date, etc.) for easy browsing. - Two separate drag-and-drop windows for adding PDF files (...

Integration Custom API Management Form with Infolaftsearch

I'm looking to build a comprehensive, highly interactive responsive dashboard that reflects approximately 350 main indicators, along with their associated details like name, definition, source, and comparative values over multiple years. Key features of the project include: - Building the dashboard on a SQL server DB, with provided design and data. - Using DONT net framework 8, JavaScript, AJAX, and , without the use of BI tools. - Ensuring high performance and an excellent interface focused on superior UI/UX. - Creating multiple models based on available indicator data. - Allowing user interaction to select sectors, indicators, and filter by regions and years. - Providing flexibility for users to change chart types from linear to bar, pie charts, and others. The primary purpose of...

...Notifications for upcoming expirations or failed payments. TradingView Integration Automate invite-only indicator access via TradingView API. Grant/remove indicator access based on active subscription status. DRM Video Hosting Use a secure video hosting service (e.g., VdoCipher or AWS CloudFront). Restrict video playback to the website domain only. Add visible/invisible watermarks to discourage piracy. Custom User Dashboard Display active subscriptions, access to TradingView indicators, and learning video library. Allow users to view subscription history and manage renewals. Content Security Implement screen recording deterrence (via DRM tools). Disable downloads or sharing of videos. Hosting & Scalability Deploy on scalable cloud hosting (AWS, Google Cloud, or managed hostin...

Proof of Concept Development of an Admin Dashboard with Bootstrap 5 and Laravel Project Description: We are seeking an experienced developer to design and build an Admin Dashboard using the following technologies: Frontend: Bootstrap 5 for responsive and modern UI/UX. Backend: PHP with the Laravel framework for robust and scalable application development. with database Data Visualisation: Integration of D3.js for dynamic and interactive charts and graphs. Core Features: User Management System: Ability to create, edit, and manage users. Role-based access control. Data Management: Backend system to upload and manage data. Edit content on the dashboard dynamically. Interactive Dashboard Components: Customisable D3 charts and graphs. Widgets for metrics like revenue, expense...

I’ll create a wordpress website for your marketinf and blogs page.

...into the backend of Facebook Ads Manager and Google Ads for custom audience creation. • Create and manage remarketing campaigns using these custom audiences to deliver video ads tailored specifically to this list. • Provide regular performance analyses and actionable recommendations based on campaign data. Our Approach: • Proficiency in Google AdWords: We are skilled in the platform and prefer a collaborative approach during Zoom calls, where we screen share and discuss strategies while managing the backend directly. • Hands-On Workflow: We’ll actively participate in campaign management, making joint decisions on bidding strategies and optimizations during weekly or bi-weekly check-ins. • Data-Driven Remarketing: Using custom con...

...Suite for efficient searching. - Create a solution for future brand or model imports via CLI. We can provide CSV files for vehicle manufacturers and models. The primary focus of this project will be improving ease of navigation for our users, so prior experience in UX design will be a plus. Ideal Skills: - Proficient in Magento2 and Hyva Theme - Experienced with Elastic Suite - Full stack development capabilities - Prior UX design experience - Ability to work with CSV data files - Expertise in scalable system design 5. Questions and Answers Question 1: Why must a dedicated table be created to store vehicle data? Answer: Creating a dedicated table provides greater flexibility and efficiency when managing vehicle data. This approach makes it easy to expand or modify the data s...