Generic programming and design patterns applied jobs

I need an experienced professional to help me migrate my Shopify store's products, categories, and product descriptions to Squarespace. Key Tasks: - Copy all products (less than 100) - Transfer categories - Ensure product descriptions/images/SKUs are accurately copied Additional Information: Custom Fields: I'm looking to have some custom fields applied to the products on Squarespace. I need to remove the "Add to cart" and Quantity selection options as it is a display-only website. Ideal Skills: - Proficiency in Shopify and Squarespace - Experience in product migration between the two platforms - Understanding of custom fields and attributes in Squarespace - Attention to detail and accuracy in data migration Note: Please in...

...statement data and inject that data into an Excel worksheet. Key Requirements: - The program should be able to access Fidelity Brokerage website. - It should grab financial statement data and inject it into Excel. - Specifically, the program should insert this data row by row into a Microsoft Excel Worksheet. - Each stock symbol which the program should enact on will be in one column - The data rows should be organized by having one row per stock symbol. Ideal Skills: - Experience in API and data extraction. - Strong proficiency in Python, VBScript or other programming languages suitable for this task. - Prior experience in creating Excel macros or programs that interact with Excel. - Knowledge of financial statement data and the abilit...

I'm working on a Service API project and I need an expert in Node.js programming to assist me. Specifically, I need help with building the server-side logic. Ideal freelancers should have solid experience in Node.js and server-side logic creation, along with strong problem-solving skills. Your role would involve not just coding, but also answering any questions I might have about the process. Critical thinking and the ability to effectively communicate complex technical information are essential for this project.

...an e-commerce platform with a linked app for selling physical products. The website and app will need to be highly interactive, engaging, and user-friendly. Key Requirements: * Creation of website and corresponding app. * The app should be designed to be compatible with Android, iOS, and Windows devices. * Should accommodate the sale of physical products only. * Should have crucial e-commerce features such as product listing, user profiles, shopping cart, and secure checkout system. Ideal Skills and Experience: * Proficiency in programming languages like JavaScript, HTML, CSS for website development, and Swift, Kotlin, or React Native for app development. * Experience in developing e-commerce websites and apps. * Strong ...

I'm looking for an experienced programmer who understands MATLAB inside and out. Specifically, I need someone capable of optimizing a data analysis script. This script primarily uses arrays and matrices as its predominant data structures. It's crucial that you excel in: - MATLAB programming - Optimizing code for efficiency - Deep knowledge and understanding of working with arrays and matrices data structures If you are an expert with these requirements and have the know-how to streamline and optimize for speed and stability, your skills are highly valuable in this project. I look forward to reviewing your bid!

...solid understanding of basic programming concepts, and guide me in developing web projects using Python. Key Objectives: - Understand basic programming concepts: While I am new to Python, I would like to focus on the fundamental concepts of programming. This would include understanding data types, variables, loops, conditionals, functions, and basic algorithms. - Develop web projects: I'm particularly keen on building web projects using Python. The ideal tutor should be able to guide me through creating web applications, working with web frameworks like Django or Flask, and understanding how to integrate front-end and back-end development in a web project. Ideal Skills and Experience: - Proficiency in Python: The tutor shoul...

I require assi...navigation. The main purpose of this system is to enhance the vehicle's ability to navigate surroundings independently. The system should have the capability to detect both static and moving objects. This feature is essential in ensuring the accurate mapping of the environment for efficient navigation. The preferred computing platform for this project is a personal computer. It is vital that the system is designed to work optimally on this platform. Ideal skills and experience for this project would include: - Strong expertise in computer vision. - Proficiency in programming languages applicable to machine learning and AI. - Previous experience with autonomous navigation or relevant fields. - Extensive knowledge about developing syst...

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...customer support and billing management. Key responsibilities include: - Customer Support: You'll be handling customer inquiries, resolving billing issues, and assisting with account management. A friendly and professional demeanor is essential. - Billing Management: You'll be responsible for generating and tracking invoices, handling payment processing, and ensuring that our subscription management is efficient and error-free. - Reporting and Analytics: You'll need to provide regular reports on billing data, customer issues, and support metrics. A good eye for detail and strong analytical skills are important. - Have a solid understanding of the Turo platform, or at least be eager to learn quickly. - Be abl...

I am in need of a Lebanese software developer experienced in AI and human resource management for thesis (master degree). The project involves creating a cutting-edge software for HR tasks including recruitment, performance evaluation, and employee engagement. Key Aspects: - Recruitment: The software should be able to streamline candidate selection, enhance candidate experience, and improve hiring efficiency. This will involve precision and accuracy in identifying the most suitable candidates, ensuring a smooth and engaging recruitment process, and speeding up the overall hiring process. - Performance Evaluation: The AI in the software should provide objective performance metrics, analyze employee feedback and identify areas for improvem...

Below is the job description for the Devops position we are looking to fill: Proficiency in Programming Languages: Must be skilled in Node.js, and Docker. Frontend Development: Should have extensive experience with TypeScript/JavaScript and NodeJs Database Knowledge: Experience with database systems such as PostgreSQL and DynamoDB is required. API Development: knowledge of REST API and GraphQL. DevOps Skills: Capable of designing and implementing CI/CD pipelines. Working experience with iac frameworks like terraform or cdk is a must Problem-Solving: Must possess excellent analytical and problem-solving abilities. Communication: Should be an effective communicator with strong written and verbal skills. Strong expertise in Aw...

...would notify the user when the prayer time enters. The following are the Prayer notifier app supported features: *Find out the prayer timings of your city. *Configure and activate actions to all prayers’ times or a specific prayer time. *Trigger prayers time custom actions like playing short Athan sound, receives mobile notificationsetc. *Configure and adjust prayers times based on location input, time zone and different prayers calculation methods. *Find out the direction of Qibla using a compass to offer praying in the correct direction. Skills and Experience Required: - Expertise in Android Studio - Proficiency in Java programming - Extensive experience in integrating push notifications into mobile apps - Understanding of creating alerts f...

I'm seeking a skilled mechatronics and electronics specialist to help create a custom animatronic robot(inner parts only ) the model already exist . The aim is to create a unique cartoon character that can entertain and engage with individuals. Key Requirements: - The robot should have a speaking feature, and be able to rotate its jet part. - Speaking: While I didn't specify the exact method for the voice feature, it's open for creative ideas. - Jet Movement: The rotating jet part should be controlled by an Arduino and motor. It should move smoothly and in a controlled manner. - Limit Mouth and Eye Mechanism: The robot should have a limit mouth mechanism and limit eye. It's important these parts move in a precise an...

I'm in need of a unique, rebellious logo design for my brand, Dead Bank Apparel. - Theme: I want the design to have an edgy, rebellious feel to it. - Key Element: The logo may incorporate a skull, representing the brand's name and rebellious nature. - Color Scheme: I prefer a dark color scheme that adds to the overall edgy look of the design. "dead bank" is a billiards term. It has nothing to do with money. NO need for a bank or money symbols. This is for an online clothing store for billiards shirts and jerseys. Like the idea of having some kind of death theme. Can include an 8 ball or pool balls. Website has a current logo that is too generic and not edgy enough. Need something that can become easily recog...

...text field/btns and messages on right like the chatgpt UI just more basic with existing framework elements. 3) Save chats in a many to many database (user, chat title, sent messages, received messages) 4) Interact with the chatgpt api using hardcoded or database stored credentials This is a personal project and I am familiar with laravel and php coding, so please do not submit overpriced bids. Be fair and reasonable. The right person would use mostly pre-existing codebase to achieve the desired solution. What determines which bid is chosen: 1) Price 2) Bid text 3) How long will take to complete If you submit a bid with what appears to be an overpriced attempt, and do not explain the offer clearly, I will ignore it. In your bid text, only tell me...

I'm searching for an experienced app developer capable of building an app inspired by "Chef a Tu Medi...Planning - Personalized meal plans - Displaying nutritional information - Ingredient tracking The app should be able to provide personalized meal plans, particularly focusing on healthy ingredients. It should also display relevant nutritional information for each meal and track the ingredients used. Ideal Skills and Experience: - Previous experience in app development, specifically in the health and wellness niche - Knowledgeable in programming for nutritional information display - Experience in creating effective UI/UX for food and meal planning apps - Understanding of ingredient tracking systems - Ideally someone who has worked with diet,...

Hi, I need a UI UX web designer to help me create a simple web design for an idea I have. It is not about an e-commerce or generic website, it is something new, so I need someone with UX knowledge to help me portray my idea, and maybe improve it. The website is small/medium, it will have maximum 10 pages.

I urgently require services to automate the process of setting up OpenShift on a Linux virtual machine. I have to generalise the image and create golden virtual machine image! My needs specifically involve: - Automating the initialization of the setup openshift local - Automating the installation of additional components An ideal candidate for this task should have strong programming skills with a good understanding of Linux operating systems and OpenShift. They should also have experience in automation scripting for streamlined operations. Rapid delivery without compromising on quality is pivotal for this project. Note: I need this work to be done urgently! probably in a day's time. Moreover I would like to see how it is being done, to understand the process...

I'm on the lookout for a skilled programmer, well-versed in EXOdesigner, who's ready to tackle a relative small task related to HVAC programming for a small building automation systems. Specific Tasks: - HVAC Programming - Building Automation Systems Programming Ideal Skills and Experience: - Proficiency in EXOdesigner - Proven experience in HVAC programming for building automation systems Thank You!

...modeling. For this project, your task will be to create a 'prompt-to-3D-model' program. Here's what I expect from the final product: - Written in Python: You should be proficient in Python programming, as the entire program has to be written in it. - Geometric Shapes: The software should have the ability to generate 3D models of geometric shapes efficiently. - Detailed Textures: The generated 3D models need to have detailed textures. It's not just about basic shapes; I require more sophistication. The perfect candidate for this project would be someone with substantial experience in Python programming and 3D modeling. Also, knowledge of texture mapping for 3D models will be an added advantage. I am hoping to find someone who can provide qualit...

...dynamic and user-friendly website that serves as a central hub for students, faculty, staff, and stakeholders. The primary objectives of the website include: Registration System: We aim to implement a seamless registration process for prospective students, allowing them to easily apply for admission to various programs and courses offered by our university. Results System: We seek to integrate a results management system that enables students to access their academic records, including grades, transcripts, and examination results, in a secure and user-friendly manner. Educational Platform: Our goal is to establish an interactive and feature-rich educational platform that supports online learning, course management, virtual classrooms, an...

I am in need of a food packaging designer with a ...packaging designer with a modern aesthetic understanding. You'll be working for an online sales platform, so your design would be consistent with online shoppers' preferences. - You should possess a strong ability in creating visually attractive, modern designs - The packaging is for a food product, so familiarity in this field is ideal - Experience in creating packaging designs catered to an online marketplace would be a strong advantage The final product should instill a sense of trust in potential buyers and shed positive light on our food item. Prioritize blending aesthetics with concise messaging about the product. Designers with a keen sense of modern design trends applied to food packaging ...

I am in search of a proficient data analyst who can meticulously analyze 110 questionnaires and come up with insightful trends and patterns. Your role will primarily involve the following: - Thorough analysis of the questionnaires to identify trends, patterns and generate actionable insights. - Performing statistical analysis using SPSS. Prior expertise in SPSS is preferred. - Writing a detailed 5-page report on the findings based on the analysis in APA format. Ideal candidates should possess strong analytical skills, have experience in data analysis and report writing, and be well-versed with APA report formatting. Being able to effectively identify trends and make data-driven decisions will be instrumental for this project. Please...

I have a project that involves conducting a thorough data analysis using Stata. The main objective of this data analysis is to explore data patterns, generate statistical insights, and predict future trends. - The data I have is a mix of numeric, categorical, and textual data. I'm looking for a seasoned data analyst with a deep understanding of Stata, who can engage with the data and provide a comprehensive analysis. The project is time-sensitive, so I need someone who can deliver high-quality work within a short timeframe.

...Apache Beam and am looking for a tutor to guide me in its application with the Pubsub Sink in Java. I'm at a beginner level in Java and my primary goal is to grasp the fundamental concepts of Apache Beam for Pubsub Sink operations. Key requirements include: - Teaching basic Apache Beam principles, especially in the context of Pubsub Sink - Assisting me with Java programming as I aim to apply these concepts - Clarifying any uncertainties I have regarding Apache Beam, Java, and Pubsub Sink using Pipeline - Providing practical examples and exercises to reinforce my learning Given my current skill level and learning objectives, I'm seeking a patient and knowledgeable tutor who can break down complex concepts into simple, understa...

...strong expertise in Python, Excel VBA, and API integration. The primary task is to extract specific data from the API response, and populate it into a designated column in an Excel file. Key Requirements: - Experience in Python programming - Proficiency in Excel VBA - Demonstrable experience with API integration - Ability to parse specific data from an API response from Google Server - Good understanding of automating tasks in Excel Further Details: - The primary purpose of the project is to send API requests with image URLs listed in column A of the Excel file. Upon receiving the API response, the relevant data should be extracted and placed in column D and B/C/E to be populated. - The setup should be easy to execute when needed by click of few but...

...lights, and simple motors and other simple devices. - The analysis should cover both the collective consumption of groups of devices and the individual consumption patterns of each device. Ideal Experience: - Strong background in Machine Learning, ideally with experience in real-time data analysis. - Previous work in energy consumption analysis or similar fields would be a huge plus. - Proven track record in developing ML models for group and individual level analysis. The ML analysis we are looking for includes: - Identifying energy usage patterns to help us understand consumption trends. - Implementing anomaly detection techniques to flag any irregular or unexpected behavior in our system. - Providing actionable recommendations for energy op...

I'm in need of a talented programmer with expert-level skills in CISCO. Specifically, I need assistance in configuring a Local Area Network (LAN) for the purpose of managing our data c...in need of a talented programmer with expert-level skills in CISCO. Specifically, I need assistance in configuring a Local Area Network (LAN) for the purpose of managing our data center. Key Requirements: - Expertise in CISCO programming, particularly in network configuration - Proficiency in setting up and managing Local Area Networks (LANs) - Experience in configuring networks for data center management Please only apply if you have a strong background in networking and extensive experience with CISCO technologies. Your work will be pivotal in ensuring the smooth and re...

...Rievtech PLC and HMI programming for general manufacturing applications. The hired specialist will design a system that controls 2 encoders as input values and 5 electro Valve outputs , 20 programs with same secuence spetps but diferents values in each program (can be edited on HMI screen, the hmi screen show number of completed secuences and actual step is machine working on Requirements: - Proficiency in PLC and HMI programming, especially with Rievtech brand. xlogic software - Skilled in implementing control systems for assembly line operations. - Familiarity with hmi interface will be great and necessary Please share your experience with similar projects when bidding. - we only need developed coded to be tested on se...

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I need a skilled PHP developer to help fix a persistent issue with the coupon code on my website's Register page. Key Points: - The problem seems to be with manually created coupon codes, while API generated ones are functional. Your expertise is needed to identify and resolve this discrepancy. Ideal Skills: - Strong PHP programming skills - Proficiency in troubleshooting and debugging - Experience with coupon code implementations - Familiarity with integrating and working with third-party APIs Your attention to detail and problem-solving skills will be crucial in resolving this issue efficiently.

I'm looking for 3 female voice artists to bring my 3D a...3D animation project to life. The ideal candidate will have a teenage (13-19) voice and be able to convey an energetic and upbeat tone. We will need initially some test voices if it was approved and suit the best will proceed next Key Requirements: - 3 Female Voice Artists - Teenage (13-19) age range - Energetic and upbeat tone Ideal Skills and Experience: - Experience in voice acting for animations - Ability to convey positive, energetic emotions - Understanding of teenage speech patterns and intonations - Professional recording setup for high-quality audio - Creativity and adaptability to bring life to the characters Looking for enthusiastic and talented voic...

...prototype is to test a concept with potential users. I'm looking for someone who can create a version of my mobile application without any actual programming. Key Requirements: - Crafting a professional, comprehensive proposal to present my mobile application prototype. - The proposal should represent the mobile application for both iPhone (iOS) and Android platforms. - The final deliverable is a prototype, not a fully developed application, so there is no need for programming. Ideal Skills and Experience: - Experience in creating mobile application prototypes. - Proficiency in presenting project proposals. - Understanding of both iPhone (iOS) and Android platforms. Please provide a bit of your portfolio, particularly any past prototype pres...

...my website: and page-case-studies.php. Both pages are meant to display a list of blog items, each with an associated image. Strangely, the images display perfectly on , but on , the image doesn't show up on larger screens (beyond 767.95px). However, it displays fine on smaller screens. Observations: The CSS code sets the height of .BlogItem to 230px on screens smaller than 767.95px. When I inspect the page, I can see that the image element has the correct background properties applied, but it just doesn't show up on larger screens. Both pages share almost identical HTML and PHP code, so I'm puzzled as to why they behave differently. If you can help me ensure that the image fits and fills the container and is displayed correctly

My project focuses on designing and implementing a mechatronics system for industrial automation purposes. Some key features I need include: ' - Robot design and control - PLC and HMI Automation - Electronics and PCB Design and Prototyping Experience Ideal skills and experience: - Prior experience in the PLC automation and HMI, Hardware design and prototyping, Embedded Software - Expertise in programming robot arm control systems. - Proficiency in industrial-grade sensor integration. - Strong understanding of industrial automation processes and requirements.

I'm in need of an expert excel sheet maker. The primary aim of this project is to create a tool to efficiently analyze sales volume da...freelancer to have these specific skills: - Proficiency in Excel with an overall understanding of data analysis - Some knowledge in sales metrics or related field The created Excel sheet should be able to: - Analyze and interpret sales volume data effectively. Prompt extraction of insightful sales volume trends and patterns is key. - The final product should highlight an intelligent layout and dynamic dashboard that aids to easy comprehension. - Be a dependable tool for future records and reference. Anyone willing to take on this project should be experienced and have a track record of creating Excel...

...those presented by the teacher, no other can be used. 2. - The number of elements and parts used in the construction of the Character, as well as the complexity in the forms, which will be reflected in a Correct execution of the 3d modeling tools seen in class (Extrude, bevel,...). It's not just placing simple primitives. 3. - The model must be started from scratch, that is, parts or elements cannot be used 3d of bookstores. Evaluation criteria: ● Proportions and colors: Proposal based on the image or object selected from those presented in class. Representation in the viewport without the need for final rendering. It is not necessary to use lights. Don't use only primitives. Apply colors to each surface and name each of the materials. ● Topology: Cor...

...media platforms. The unique objective of this project is to efficiently and accurately amass textual content, images, links and more from social media sources. Specifically, the project will revolve around: - Gathering user posts and related content - Documenting user interactions, encompassing likes, comments, and shares - Extracting comprehensive details from user profile Ideal candidates for this project will have: - Proven experience in Data Extraction and Web Crawling - Knowhow of Social Media platforms and their structure - Proficiency in programming languages used for web crawling - Excellent attention to detail and a commitment to accuracy. If you have a knack for meticulous data extraction and a de...

I am in need of a proficient developer who can create a trading bot for me that can work on decentralized exchanges, specifically Raydium on the Solana blockchain net...telegram app. - It should be designed to work autonomously, making informed decisions based on predefined parameters that I will provide. - I'd like the bot to be efficient, reliable, and capable of handling high-frequency trading. Ideal Applicant: - Proficient in programming languages typically used for trading bots development (e.g. Python, Java, C++). - Experience in developing bots for decentralized exchanges, particularly Raydium. - Understanding of algorithmic trading principles, market dynamics and risk management. - Must be able to deliver this project as soon as possible, with a strong f...

I'm a beginner seeking an expert to guide me through my project involving the use of SUMO and fuzzy logic. This project is about developing a traffic light system with a smart algorithm. Specific Desired Outcomes: - Optimizing traffic flow - Reducing waiting time - Reducing total trip time Must-Haves: - Strong proficiency in Python, as this is the preferred programming language for the development of the traffic light algorithm - Deep knowledge and experience in SUMO and fuzzy logic - Great educational and exemplary skills to break down complex topics into simplified, understandable concepts The ideal freelancer should be patient and thorough in their teaching and guidance, enabling me to learn from the project deeply.

I am in need of a skilled surface designer who can make a set of (around 5 designs to start with - they should resemble the attached samples) printable seamless Breast Cancer Awareness themed patterns (desired effect in attachments). The pattern should primarily feature pink ribbons, hearts, and boobs. The intention is to use this design for fabric printing on cotton. I need these done ASAP. Thank you! Key Requirements: - Proficiency in surface design and creating seamless patterns

...user-friendly Point of Sale (POS) and Inventory Management System for my hardware store. This system will help streamline my store's daily operations, from sales transactions to inventory tracking. Key requirements include: - Developing a POS system that can handle sales transactions efficiently and accurately - Implementing an inventory management system that can monitor stock levels, track sales histories and generate reports - Ensuring the system is user-friendly and easy to navigate for my store staff The ideal candidate for this project should have: - Previous experience in developing POS or inventory management systems, preferably for hardware stores - Proficiency in relevant programming languages and technologies - Strong problem-...

Hello, I need to migrate from one server to another for a travel website in PHP with an SQLite database and a MySQL database. This involves moving from an installation of the current server under CentOs 8 and without a control panel to a server under Debian 11, with a control panel. Understanding of English and if possible French. Possibility of additional PHP and javascript programming work after this project.

I'm seeking a capable and knowledgeable developer to effectively implement the Laguerre method in both Python and Scheme programming languages. Key project requirements: - Deep proficiency in Python and Scheme programming languages - Strong understanding of the Laguerre method is essential - High priority given to the accuracy of the implementation Additional desired feature: - The code must feature functionality to handle complex numbers. Your bid will be more favorably considered if you have previously demonstrated experience with numerical method coding projects. Accuracy is paramount, and the winning bid will display a strong understanding of these requirements.

I'm in need of a Python developer who can assist in the automation of financial report generation. Ideal Skills and Experience: - Proficient in Python programming language - Previous experience with automation - Familiarity with financial data handling The program will primarily focus on: - Automatically generating reports based on financial data - Ensuring accuracy and reliability of the report generation process Your role will be to carefully build an automation script that can handle our financial data accurately and generate reports without errors. Your expertise will be key in streamlining this process and freeing up time for other important tasks.

...application. The microcontroller requires specific features and functionalities. Key Requirements: - Temperature Control: The microcontroller should be able to regulate temperature within a range of -50 to 100 degrees Celsius. - Timer Function: An essential feature, the microcontroller needs to support timer functions. - Inputs and Outputs: Integrate 3 Analog, 5 Digital inputs, and 8 digital outputs for a comprehensive system. - Should have integrated IoT for viewing data online. Ideal candidates should have: - Previous experience in designing microcontrollers. - Proficiency in programming and testing microcontrollers. - Knowledge of sensor integration and communication protocols. While the project demands expertise in microcontroller desi...

...geospatial data from netCDF format to kmz. The converted kmz files will be used for various purposes, mainly for visualizing on Google Earth, sharing with others and for analysis. The comprehensive tool should ensure medium level of detail in kmz output. Requirements: - Experience with geospatial data handling - Knowledge of netCDF and KMZ formats - Proficiency in programming language suitable for this task - Develop an automated process or tool for daily conversions - Ensure an email notification system for completed conversions Would be a bonus if you have previously developed similar data conversion tools or services. A keen eye for detail and precision is needed in order to maintain data integrity during the conversion process. Let's talk if you ...

...I receive on my website. The PDF is customisable using HTML and CSS and Twig code (Twig is used to return dynamic content about the order, similar to Shopify's Liquid). I have a design for a new PDF which I'd like a coder to code in HTML and CSS by customising the PDF template provided by ShopWired. When coding you'll need to follow these guidelines: 1. Implement all Twig variables that are in the current template into the new design 2. Put the footer of the design (name and address shown in the bottom right) in the footer HTML/CSS section 3. Put all other content into the HTML/CSS section 4. Make sure the new template looks exactly like the design ShopWired's template has some settings in json that...

...seeking a skilled freelancer to revamp 15-20 food photos I possess. Your experience in Photoshop and color grading will be essential for this job. Key Tasks: • Photo enhancements with a natural and balanced color grading approach. • Background removal while avoiding the use of the standard removal tool, and saving these images. • Provision of the image files in two formats - original and transparent background PNG. Essential: • Skilled in Photoshop and color grading with a portfolio to prove it. • Swift turnaround time - must complete the task within 24 hours. • Delivering photos in their original dimensions, adhering to the original layout and patterns. This project is quite rush, hence punctuality and...

...MAC address and BIOS info. The system should be able to store the identification data in text files. The ideal candidate for this job will have: - Proficiency in software development across different operating systems - Knowledge and experience in using MAC addresses and BIOS for identification - Experience working with text file data storage. Features of the Project: - System must accurately identify computers using MAC address and BIOS info. - Cross-platform functionality is essential. - Output information to a text file. Your task involves delivering a complete and functional system, including appropriate software or scripts and clear instructions for its use. The project demands utmost attention to detail to ensure accuracy in identifica...