Data management jobs

I need you to help me create a management website with a budget of 500-800 pounds. The website won’t need a payment gateway just security. it will have log in, only admin can sign up users photos upload profiles please contact me for more information The project needs to be completed within 3 months.

The company’s name is Alectra Business Solutions, below the services they’re offering: Administrative and Operational Support Financial and Strategic Planning Operational Process Optimization Business Strategy and Development Risk Management and Business Continuity Leadership Development and Advisory Project Management and Support They’re looking for a logo that’s minimalistic, abstract, modern and striking, that contains the name plus an icon that could be used as a standalone to represent the brand.

I need a professional data scraper to download specific PDF files from a given website using provided links. Key Tasks: - Scrape and download PDF files from a provided website using given links. - Store the downloaded files in a specific folder. - The files should be renamed according to a set pattern, which is included in the file name of each link. - All files need to be downloaded and provided in a folder titled the same as the category. Ideal Skills: - Proven experience in web scraping. - Proficiency in Python or similar programming languages. - Familiarity with data organization and file management. - Attention to detail for file renaming and categorization.

...Use Python frameworks FastAPI Document Management APIs: Upload new documents. Delete or update existing documents. Handle changes by reprocessing and updating embeddings. Prompt Handling API: Receive prompt requests. Retrieve relevant documents using Milvus. Generate responses using the integrated LLM. Return responses in JSON format. Integration with Milvus: LLM Deepseek Integration: Fine-tune or configure Deepseek models as required. Optimize model performance on the cloud GPU server. Live Demo on Deployment on $600 payment for phase 2 *****Phase 3: Test and Delivery phase: Write unit tests and integration tests for all services. Perform load testing to assess performance under different scenarios. Validate security measures and data privacy compliance. Documentat...

I'm in need of a recruitment expert who can source candidates for administrative roles. The ideal candidates should possess strong communication skills and have a knack for project management. Key Responsibilities: - Identify and source mid-level candidates for administrative roles - Assess candidates' communication skills and project management experience - Provide a shortlist of suitable candidates for final interview Ideal Skills: - Proven experience in recruiting for administrative roles - Excellent understanding and assessment ability of communication skills and project management experience - Ability to create a diverse and inclusive shortlist of candidates

...for setting up both HTTP and SOCKS5 proxies. - In-app video playing: The app should allow users to play downloaded videos within the app. - Download management: Users should be able to manage their downloads, with features to pause, resume, or cancel downloads. - User authentication: The app should support user account creation and login, enabling personalized experiences and saved settings. Ideal Skills: - Proficiency in React Native. - Experience in developing mobile applications with video downloading capabilities. - Knowledge of implementing proxy support in mobile applications. - Experience with user authentication and download management systems in apps. - Skills in creating in-app video players. This project requires a blend of technical expertise and creative pr...

...platform for $5000 over three years. This account is primarily used for managing projects, and you're set to receive a whopping 70% of all profits generated from it. This is an exceptional opportunity for individuals or businesses looking to expand their project management capabilities without the initial financial outlay. The lease period is long enough to yield substantial returns, and with the right commitment and strategic planning, the earning potential is enormous. Ideally, you should have: - Proficiency in project management - Experience on freelance service platforms - Business acumen to maximize profit - Commitment to maintain the integrity of the account Please note, this proposition is not merely a lease, but a partnership aimed at mutual growth and pro...

...(RTB) with the following features: Core Features:   1. Ad Formats Supported:     - Banner Ads     - Video Instream Ads     - Popunder Ads     - Native Ads (ads that seamlessly blend with website content, supporting various layout styles)     - In-Page Push Ads (web-based push notifications that don't require browser subscriptions)     - Support for custom ads using HTML5/JavaScript   2. Account Management:     - For Publishers:      - Dashboard to track earnings, impressions, and ad performance.      - Ability to generate and manage ad tags.     &...

...effectively. Experience in the logistics and transportation industry is highly desirable, as is proficiency in route mapping and delivery management software. A mid-level experience is preferred, providing a balance of fresh ideas and seasoned understanding. I look forward to your proposals. The dispatcher should be available full-time. Experience with any delivery management software is acceptable. We are open to any delivery management software the candidate is familiar with. The candidate should be available during standard business hours. The dispatcher will manage routes and deliveries across the country. There is no preference for specific delivery management software as long as the candidate is proficient. Candidates with prior customer service exper...

...Survival Server Setup: A standard survival Minecraft server is needed. - VPS Deployment: The server must be installed on a Virtual Private Server (VPS). - Simplistic Customization: The server doesn't need extensive customization, just a reliable setup with a good control panel. - Custom Control Panel: A user-friendly panel that allows for: * Server control (start/stop/restart) * Player management * Resource monitoring * Access to console, TPS, file, and file with an alternative custom GUI - Scheduler for automated tasks such as restarts or broadcasts. - Access to detailed error logs for troubleshooting. - Option to change the themes or skin of the control panel. - Interface to easily add, remove, or update plugins. - Detailed performance analytics and reports.

...campaigns that deliver unique customer experiences. Your role will consist of 2 main activities: 1) Project management via ClickUp  - keep track of all projects & tasks  - organize work & transform ideas into actionable tasks  - work with specialized people in creating marketing assets (e.g. copywriter, designer, programmer) 2) Day to day marketing work - other small things that are time sensitive, like creating banners, updating a flyer on canva, or changing some copy on a website - research - time to response / reactivity is very important Responsibilities: - Work closely with the marketing manager, assisting in organizing campaigns and developing marketing strategies - Project management on ClickUp - Daily administrative tasks to ensure the fu...

I am in need of a dedicated professional to assist with manual data entry. The task involves sourcing data from online databases and inputting it into a database system. Key Responsibilities: - Identify and retrieve data from various online databases - Accurately input data into a database system - Ensure the completeness and correctness of the data Ideal Skills and Experience: - Prior experience in manual data entry - Proficiency in navigating online databases - Experience working with database systems - Detail-oriented with a high level of accuracy - Good time management skills

I'm looking for an expert in Microsoft Intune who can assist me with managing my personal desktops. The primary focus of this project is on device management. Skills and Experience Required: - Expertise in Microsoft Intune - Prior experience in device management - Knowledge about managing desktops specifically - Ability to provide a comprehensive and easy-to-understand service.

...Proficiency in React.js and its ecosystem (Hooks, Context API, etc.). * Strong experience with Tailwind CSS and utility-first CSS frameworks. * Solid understanding of JavaScript (ES6+), HTML5, and CSS3. * Familiarity with REST APIs and working alongside backend developers. * Ability to work independently, manage your workload, and deliver on deadlines. # Nice-to-Have Skills * Experience with state management tools like Redux, Zustand, or MobX. * Knowledge of server-side rendering (SSR) with Next.js. * Basic understanding of backend concepts to collaborate effectively. * Familiarity with version control systems like Git. If you’re someone who loves tackling challenges, takes pride in crafting beautiful and functional interfaces, and thrives in an environment where you...

Social Media Executive (On- Site) Job Title: Social Media Executive (On-Site) Location: Dadar, Mumbai Company: UpliftU Job Type: Full-Time, On-Site Working Hours: Monday to Saturday, 9:00 AM to 6:00 PM Salary Range: ₹2.5 LPA to ₹4 LPA --- About Us: UpliftU is an innovative social media management company specializing in transforming hospitality brands into influential voices in the digital world. With a focus on organic engagement and impactful, shareable content, UpliftU helps brands build genuine, long-lasting connections with audiences. Our approach combines creativity, strategy, and authenticity, ensuring clients achieve sustainable growth without relying on paid promotions. --- Role Overview: We are seeking a full-time, on-site Social Media Executive to join our team and bring ...

...features like Augmented Reality filters, customizable user profiles, and an in-app shopping experience. The app needs to be responsive and available for both iOS and Android. Key aspects of the project include: - Full replication of Instagram's front end and back end - Implementation of unique features - Cross-platform compatibility - Utilization of both cloud storage and on-premise servers for data management Ideal candidates should be proficient in all the following programming languages and frameworks: React Native, Flutter, Swift, and Kotlin. Experience in developing social media applications and implementing augmented reality features is a plus. Please include relevant portfolio samples in your bid. The app should feature AR face filters and effects. The app s...

...features. Key Features: - Live rates updates - Trading history tracking - Technical analysis tools - User account management - Admin page - User page - Live booking of currency - Support for trading in multiple currencies to cater to diverse user preferences - Incorporation of risk management tools to help users control their exposure to risk Ideal Skills and Experience: - Proficiency in JavaScript/React - Prior experience in developing trading software - Strong understanding of Forex trading - Ability to implement real-time data updates - Skills in creating intuitive user interfaces Please provide examples of similar projects you've completed when bidding. The software must include data encryption. The software should include basic support functiona...

...Candidate: - Proven experience in B2B marketing, particularly in the chemicals sector. - Strong networking skills and industry connections within Tanzania. - Proficient in digital marketing and traditional marketing strategies. - Excellent communication and interpersonal skills. The primary goal of the marketing campaigns is lead generation. The professional will be responsible for the full management of our presence at industry events and trade shows. This is a long-term engagement expected to last over 6 months. The professional will need to manage our presence at industry events and trade shows with the following frequency: as per requirement. The expected budget for the project is between $5000 and $10,000. The primary goal is lead generation, aiming to attract potential ne...

I have a small server issue with one of my URLs. It's not functioning properly and is causing the page to ask for a reload repeatedly. Ideal Skills: - Strong server management and DevOps experience - Proficient in troubleshooting URL issues - Knowledge in server configuration and maintenance The server in question is Nginx.

...skilled developer to build an AI agent tailored to support our operations and marketing teams. The ideal solution will automate repetitive tasks, provide actionable insights, and enhance decision-making processes. Key Features Required: Data analysis and reporting for marketing campaigns. Automation of routine tasks such as scheduling, email follow-ups, or content creation. Integration with existing tools like CRMs, project management platforms, or marketing software. Ability to generate insights or recommendations based on operational and marketing data. User-friendly interface for non-technical team members. Preferred Skills: Experience with AI frameworks and tools (e.g.,, OpenAI). Knowledge of marketing automation and operations workflows. If you have expertis...

I need an Excel expert to update and tweak some macros in a contract management sheet. The sheet requires a few columns added, a new drop down list, date fields formatted to European standards, and the related macros adjusted to work. Please note that: - The existing macros are mainly used for data sorting and filtering. - A new drop-down list for 'Contract Types' needs to be implemented. - The project needs to be completed within two days. Ideal skills and experience for the job include: - Proficiency in Excel, particularly in creating and modifying macros. - Experience with contract management sheets. - Familiarity with European date formatting. - Ability to deliver within a tight deadline. My offer for this project is $20.

...The system needs to handle both new data structures and products that require simultaneous processing on multiple machines (2-3 machines in parallel), evolving from the current single-machine model.     ## Existing Codebase - Complete data preprocessing pipeline - MCTS-based production scheduler - Setup time calculation system - Personnel qualification manager - Visualization and reporting tools   ## Scope 1.      New Customer Implementation - Adapt to new customer's data structure -  Implement customer-specific business rules -  Set up new data preprocessing pipeline 2.      System Enhancement -  Enable parallel processing across multiple mach...

I am in need of a dedicated virtual assistant to help with day-to-day tasks primarily focused on data entry into spreadsheets containing data and other information. Ideal Skills: - Proficiency in Excel - Strong attention to detail - Excellent data entry skills - Good understanding of customer information handling Tasks will primarily involve: - Entering data into spreadsheets - Ensuring accuracy and confidentiality of information Experience in email management and scheduling appointments is not required but would be a plus. The ideal freelancer should be able to manage their time effectively and deliver quality work consistently. The expected daily data entry volume is medium. The virtual assistant should provide daily status updates.

I have WooCommerce site and we currently having DNS issue on one of our domain. We use Cloudflare for our DNS management and hosted with Hetzner. We already checked NS and nothing seems to pointing issue. Need immediate urgent help!

I'm looking for a professional developer who can c...software should function offline, with the capability of syncing data to an admin panel when online. An essential feature of the software should be the ability to manage subscriptions to various outlets from the admin panel. Key functionalities required: - Inventory management: The software should help track stock levels and manage orders efficiently. - Sales reporting: It should generate comprehensive sales reports for analysis. Payment handling: - The system should cater to Cash and card payments. Ideal skills for this job: - Proficiency in POS software development - Experience with offline-first software design - Familiarity with inventory management systems - Skills in creating user-friendly admin panels...

I'm looking for a skilled mobile app developer to create an E-commerce application for both i...interface. The project is expected to be completed within 1 month." Please include social media login options like Facebook and Google. Add an order management system for processing and tracking orders efficiently. We are open to suggestions for the design and branding of the app. Please design the app with a minimalist style in mind. Please implement a basic order management system for processing and tracking orders efficiently. Integrate with specific third-party payment gateways. Please integrate the following third-party payment gateways: Google pay/phone pay/bhim upi. Please integrate a cloud storage service for storing media and other data. Please use Flutt...

...customers, with automatic currency conversion. - Integrate secure payment gateways like PayPal, Stripe, and various credit card options. - Implement a referral program where customers can refer friends and earn rewards. - Allow users to compare multiple products side-by-side to help in their purchasing decision. - Include product analytics to track sales trends, user behavior, and improve inventory management. - Introduce advanced loyalty program tiers with different earning rates and exclusive benefits. - Implement augmented reality previews to allow customers a virtual try-before-you-buy experience. - Enable product descriptions and reviews in multiple languages for international customers. - Include voice search functionality for easier navigation and product searches. - Enabl...

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I'm looking for a highly skilled and experienced professional who can help automate various processes within Bitrix24, specifically in the Sales and CRM domain. Key Responsibilities: - Automate the Sales Pipeline Management, including setting up conditions for different processes. - Implement automations for our SPA (Sales Process Automation). Ideal Skills and Experience: - Extensive experience with Bitrix24, particularly in Sales and CRM automation. - Strong understanding of sales pipeline management and SPA. - Excellent technical skills for setting up complex conditions and automations. - Proven track record of improving efficiency through process automation.

...TO GAIN A EXPERIENCE CERTIFICATE Qualifications Administrative support and coordination skills Organizational and time management skills Strong written and verbal communication skills Ability to work independently and remotely Proficiency in Microsoft Office suite Experience in the education sector is a plus Currently pursuing or completed a degree in Education, Business Administration, or related field ​Fluency with english speking ​ MINIMUM QUALIFICATION 12th Selection ​First round of interview from HR which would test your basic skills and intrests ​Followed by SECOND ROUND by senior manager which would deal with basic buisness skills and management skills ​ You will be SHORTLISTED AS PER your skills and recive a confirmation mail then Company’s No...

PPC campaign management distacarts

...a comprehensive hotel Property Management System (PMS) that can handle dynamic pricing and managing reservations. Key Features: - Manage Reservations: The system should efficiently handle all reservations. - Dynamic Pricing: The hotel PMS needs to incorporate dynamic pricing features that adjust according to various parameters. - Channel Management: Integrate with various online travel agencies and booking platforms for unified management. - Automated Confirmation: Send automated confirmation emails and SMS messages to guests upon booking. - Multi-lingual Support: Provide multi-language support across the system for international use. - Mobile App Integration: Integrate with a mobile app for guests to manage their reservations and receive notifications. Data...

I'm seeking a skilled Webflow de...will include the following key sections: - About Us: A comprehensive overview of our company's mission, vision, and values. - Services: A detailed list of the services we offer, complete with descriptions and potential case studies. - Contact Us: An interactive section with our contact details, a contact form, and potentially a map for our physical location. - About Management: A dedicated section to introduce our management team, complete with bios and photos. The ideal freelancer for this project should have extensive experience with Webflow, a strong portfolio of similar projects, and an understanding of how to create an engaging and easy-to-navigate site. Good communication skills and the ability to understand and implement f...

I am in need of a skilled mobile app developer who can create an e-commerce application for both iOS and Android platforms. Key Requirements: - Extensive experience in mobile ap...app includes a wishlist capability for users. The project should be completed within 3 months. The preferred backend technology is Python/Django. The app design requires moderate customization, emphasizing brand colors and unique layout elements. Please include extended post-launch support, including significant updates and feature enhancements. The app should include advanced product catalog management features, such as inventory tracking and category filters. The app should include a detailed review system allowing customers to add images along with their reviews. The app should follow a minimalist des...

I'm in need of a seasoned professional or team for comprehensive planning and coordination of a corporate event in Toscana. The venue has been secured already, so the focus will be on ensuring the event runs smoothly from start to finish. This project requires: - Extensive experience in event planning and coordination, particularly for corporate functions. - Exceptional organizational skills to manage various aspects of the event. - A proactive approach to problem-solving and ensuring a seamless event experience. Please, only bid if you have demonstrable experience in similar projects.

...messages in a timely manner. - Run and manage paid ad campaigns to increase the visibility of our services and attract new clients. - Monitor social media analytics to measure the success of campaigns and adjust strategies accordingly. - Create and edit short video content showcasing project highlights and client testimonials. Ideal Skills and Experience: - Proven track record in social media management, particularly within the construction sector - Excellent understanding of Facebook, Instagram, and LinkedIn - Strong content creation and curation skills - Ability to engage with followers and foster a sense of community I am looking for someone who can creatively showcase our work and communicate our expertise to potential clients. Please provide examples of similar projects yo...

...and CCTV system design. - Advanced networking skills specifically related to CCTV. - Proven troubleshooting skills in resolving CCTV and network issues. - Ability to manage complex projects and meet tight deadlines. - Experience in managing and maintaining systems remotely. Potential future projects, contingent on our successful cooperation, would involve: - Scheduling, notifications, access management. - Time and attendance setup. - Integrating HikCentral into a web application. When you respond, please include: - A portfolio of similar projects you've completed. - Your quote for the initial project. - Your hourly or retainer fees for ongoing support. - An estimated timeline for project completion. Feel free to reach out if you need any additional information. The expec...

I'm seeking a seasoned developer to create a Learning Management System (LMS) using Python, React, and Django. This project involves transitioning from a PHP-based LMS. You will also be responsible for training me to help in its future development. Key Features: - User authentication and role management - Course content management - Comprehensive reporting and analytics - Integration of Generative AI API - Various API integrations including Google, Dropbox, and PayPal - Ensure the LMS is fully mobile responsive for access on various devices. - Add gamification elements to enhance user engagement and retention. - Implement multi-language support to cater to a diverse user base. - Integrate video conferencing capabilities for live classes and meetings. - Create di...

I'm looking for an expert with extensive experience in Jira to automate my project management tasks, specifically task creation and assignment. Key Requirements: - Automation of task creation and assignment based on task status changes and specific date/time - Enhancing overall project management efficiency through automation Ideal Skills: - Proficient in Jira with a deep understanding of its project management capabilities - Experience in automating project management tasks within Jira - Strong problem-solving skills to identify and automate relevant tasks The project will involve automating task creation and assignment for a small number of tasks. There is two projects project 1: move tasks from 'DONE' status to 'TO DO' status af...

...theme of our current website, with a modern and clean interface. Key features: - User Authentication: The login system should be based on Email and password. - Access Control: The system will require granular access, with different permissions for different user actions and sections. - Include a feature to track and display user activity logs for security and auditing purposes. - Create a role management feature to easily assign and modify roles with specific permissions. - Allow users to update their profiles, including contact information and preferences. The template should be extensible for future needs. Please provide a fixed price offer. The project needs to be completed within 3 months. Include options for users to customize their notifications extensively, such as sel...

ATTN: Candidates need to be in Hong Kong or Guangdong Province, China a. Provide 7 x 24 BAU support on 1 firewall b. Provide on-site support if necessary - Add/Remove/Modify firewall rule c. Audit and evaluation of logs and activity d. Change implementation e. Handle incident f. Problem management g. Performance monitoring h. Prepare status report if necessary i. Proactive Security Monitoring j. Network Monitor k. Firmware upgrade L. Handle CSC and other security requirement

...architecture and have the chance to shape our business and culture long term. Technical Experience - WebAssembly (Wasm): Experience with Wasm-pack and building Rust-based Wasm modules for web applications. - Front-End Development: Strong command of React, HTML, and high-quality clean code. - Performance Optimization: Familiarity with optimizing Wasm modules for performance, memory management, and load times with Cross-browser compliance. - Version Control: Experience with Git and Git-based workflows. Skills Required: Rust, WASM pack, CSS, HTML, NodeJS, ReactJS Basic Skills - Excellent problem-solving skills. - Exceptional attention to finest pixel detail. - Flexible approach to task-driven deliverables. - Good English grammar and communication skills. The successful candidat...

I'm seeking a seasoned oncologist or a professional with extensive oncology expertise. My project revolves around decoding the complexities of a specialized condition. - Key tasks: Providing insights into diagnosis and treatment options...Providing insights into diagnosis and treatment options. - Ideal Skills: Extensive knowledge and experience in oncology, exceptional communication skills, and ability to simplify complex medical terms for a layman. - Your role: Assist me in understanding the condition and exploring potential treatment pathways. Please note, this project is not about general health advice, nutritional advice or management of side effects, but specifically about understanding a specialized condition within the field of oncology. Consultation to be conducted ...

...Relationship Management (CRM) software tailored to manage employee data, track performance, streamline customer interactions, and generate actionable insights can be a game-changer. This CRM software is designed to meet these needs by enabling seamless collaboration between the company and its employees while enhancing customer engagement. This document provides a detailed breakdown of the CRM software's architecture, features, and additional considerations to meet future business needs. --- Key Modules and Detailed Features 1. User Management System 1.1 Employee Master Data The foundation of the CRM lies in maintaining a centralized record for all employees. Each employee’s profile will contain key details to ensure accurate tracking and ef...

I'm seeking a skilled Laravel developer who can integrate my existing project, 'Watchug', with Vidsrc. This integration should function similarly to the Vidsrc DooPlay plugin. The primary requirement is to automate the fetching of content from Vidsrc directly into Watchug. Key Requirements: - Integrate 'Watchug' with Vidsrc for aut...automatic content fetching - Implement the integration with future compatibility in mind, as I plan to add more API servers down the line - Integrate with movie databases and TV show databases Please note that this project does not require any user authentication or authorization for the integrations. The ideal candidate would have experience working with Laravel, API integrations, and content management systems, and can deliv...

I am looking for an experienced e-commerce manager who can help grow my Walmart store from an initial investment of $2500 to an 80% profit or better each month. Your responsibilities will include: - **Product Sourcing**: Find high-demand, low-competition products with good profit margins. - **Inventory Management**: Keep track of stock levels and ensure we don't run out of popular items. - **Sales Optimization**: Implement strategies to boost sales and increase our ROI. The budget for the first two months is $2500, with a guaranteed $600 monthly payment if you can turn the initial investment into an 80% profit. Beyond the second month, for every month we achieve an 80% profit, your monthly payment will increase. The criteria for product selection is flexible and I value y...

As a content creator in the aviation niche, I produce vid...professional videos - Create engaging thumbnails - Write SEO-friendly video descriptions to increase visibility and engagement - Manage my YouTube and Instagram accounts Ideal Skills & Experience: - Proven experience in video editing, specifically for aviation content, would be a plus - Proficiency in creating engaging thumbnails and writing compelling video descriptions - Experience with social media management - Able to edit videos in a clean and professional style This is an ongoing project and the ideal freelancer would be someone who can consistently deliver high-quality work. For shorts the video in the range of (1-5)mins and for long video the range should be ( 10 - 30 )mins The style should be informative an...

I'm looking for a web developer to c...looking for a web developer to create a web application that I can run from a web browser on an Android device. The app should read QR codes and save the data in text format to a remote server. The application will be open to all users, so there's no need for user authentication or a login system. Key Requirements: - The ability to read QR codes - Text data parsing and saving - Remote server data storage - Android-compatible web application development The ideal freelancer for this project would have experience in web application development, specifically for Android devices. Familiarity with QR code technology and remote server data management is highly desirable. send me your offer, or a sample of a si...

I need a professional WordPress developer to create a comprehensive member area for my gardening and landscaping company. This area will be for bo...theme of our current website, with a modern and clean interface. Key features: - User Authentication: The login system should be based on Email and password. - Access Control: The system will require granular access, with different permissions for different user actions and sections. - Include a feature to track and display user activity logs for security and auditing purposes. - Create a role management feature to easily assign and modify roles with specific permissions. - Allow users to update their profiles, including contact information and preferences. The template should be extensible for future needs. Please provide a fixed pr...

I have a book written in handwritten notes that needs to be typed up and delivered as a Word document. ...images/diagrams correctly - Ability to follow instructions closely - Experience with transcription from handwritten notes preferred - Strong proofreading skills to ensure accuracy in the typed document - Experience with academic or technical transcription for handling complex diagrams and content - Knowledge of editing software like Adobe Acrobat for handling non-text elements - Excellent time management skills for meeting deadlines Please deliver the final document in Word format. The book is less than 50 pages. Please format the final document in a standard academic style. The project needs to be completed within 1 week. Please include scanned images and diagrams in the final...