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Hi! I am seeking an expert in Google Cloud's Pub/Sub service. My Python application needs to publish and subscribe to text data messages. Knowledge in message encoding and decoding, as well as Pub/Sub client libraries, is crucial. Therefore, a strong background in Python and Google Cloud Platform is required. Take a look a example image attached. Key responsib...in message encoding and decoding, as well as Pub/Sub client libraries, is crucial. Therefore, a strong background in Python and Google Cloud Platform is required. Take a look a example image attached. Key responsibilities include: - Assisting with publishing text data messages - Helping with subscribing to these messages Please have proven experience in Google Cloud's Pub/Sub and Python programming for p...

I am hoping to find an expert to create a versatile chat bot for my operation. The bot will be integrated with an AliExpress API an...inquiries in various languages. This feature is vital as we cater to a diverse, international market. * Interaction Styles: The bot needs to recognise both natural language processing and predefined command inputs, allowing for flexibility in communication styles as per customer preference. Ideal Candidate: * Proven experience in chat bot development, specifically tailored for eCommerce. * Expertise implementing multilingual bots. * Familiarity with AliExpress API will be a significant advantage. * Strong communication and understanding of customer service principles. * Demonstrate successful utilization of natural language processing in p...

...marketing services to develop a strategic plan and implementation roadmap to increase their online presence, digitize operations, and create training and work opportunities for young professionals - Improving the way we communicate our recommendations throughout and towards the end of the consulting process - Focusing on fixing language errors that have been overlooked while respecting the overall theme and intent of the content - Using your expertise with language syntax to fix inconsistencies and errors in grammar, spelling, and punctuation, as well as final document formatting using our Style Guide - Providing direction and feedback to writers to ensure final content is aligned with our message The project has a tight deadline of 3 days and the report is approxima...

I have a whm server with multiple wp blogs using wp automatic, a plug-in that has had multiple backdoors over the years, the plug-in is updated but the server probably has shell scripts or malware running

I need an API expert who can help me set up and integrate a Weather XML feed within a Wordpress site. The feed will provide real-time weather information to my site visitors. Unfortunately, I missed answering some of the questions related to the source of the feed, how it should be displayed on the site, and how frequently it should be updated. Key requirements for this project include: - Setting up the API integration with the chosen weather service provider - Ensuring the data is accurately displayed on the site - Implementing a suitable update frequency for the weather information It would be a plus if the freelancer could also assist in: - Designing a visually appealing layout for the weather information - Making suggestions on how to improve the overall user experience on th...

I am seeking a talented developer to create a bulk phone number checker that is compatible with Whatssap. The core purpose of this tool will be to check if the numbers on my li...separate the active numbers from the inactive ones. - Whatssap Compatibility: The tool needs to connect with Whatssap API to confirm the activity of the numbers. Delivery: - Data Export: I require the verified numbers to be exported to an Excel spreadsheet for easy access and use or .txt file Skills & Experience: - Proven experience in API integration, specifically with Whatssap. - Strong programming and software development skills. - Experience in building phone number verification tools will be a plus. Please provide examples of similar projects you have worked on previously. Looking forward to y...

I'm in need of an expert Android developer who can create a sleek, small, and round button in XML for my application. The button should have the following features: - The button should be fully clickable and functional. - It should change color upon being clicked. - The button should also display text on hover. The ideal candidate for this project should have: - Extensive experience with Android XML design. - A strong understanding of UI/UX principles. - Proficiency in creating interactive elements. Please respond with examples of your previous work in Android design, particularly with buttons, and any relevant experience you have.

I'm looking for someone to manually rewrite substantial amounts of content generated by ChatGPT. The main goals of this task are to make the text more readable, enhance its clarity, and ensure i...main goals of this task are to make the text more readable, enhance its clarity, and ensure it's engaging for a general audience. Key Requirements: - **Content Length:** More than 1000 words. I need the freelancer to rewrite sizable texts to ensure the task is worth the effort. - **Technicality:** The content is not technical. You don't need specialized knowledge; just a good grasp of general language and readability. Ideal Skills & Experience: - Experience in content writing or copywriting. - Good understanding of engaging writing techniques. - Familiarity with proofr...

We are in search of a proficient dubbing artist or team capable of dubbing a 2-hour regional feature film from its original language to Hindi, while also ensuring the existing English subtitles remain accurate and synchronized. The film, with its existing English subtitles, has already garnered attention and we believe a Hindi dub will expand its reach to a wider audience. Project Objectives: Dub the entire 2-hour regional feature film into Hindi, maintaining the essence and emotions of the original performances. Ensure synchronization of the dubbed dialogues with the lip movements of the original actors. Review and refine the existing English subtitles to ensure accuracy and synchronization with the dubbed dialogue. Deliver a high-quality final product that meets industry standar...

As an ardent enthusiast of NBA, MLB and UFC, I need a skilled programmer to design a sports simulation program that's capable of running on the Windows platform. The program should take statistical data for these three spor...experience. Key Features Required: - Live Updated Statistics: Game should reflect current and up-to-the-minute stats of players. - Customizable Team Rosters: I want the ability to tweak team rosters as seen fit. - Realistic Gameplay Mechanics: The simulations should mirror the actual physics of the game as accurately as possible. The project is best suited for someone familiar with sports, particularly NBA, MLB, and UFC. Required skills include Programming, Statistical Analysis, and Game Design. Knowledge of Windows-based software development wi...

Have you heard of or used j--. It is a subset of java language. I need some help with figuring out register allocation.

We ...Frontend Developer, preferably working with React. - Strong proficiency in JavaScript, HTML, CSS, and related web technologies. - Familiarity with frontend development tools such as Git, Webpack, and npm. - Experience with RESTful APIs and asynchronous programming. - Excellent problem-solving skills and attention to detail. - Ability to work independently and as part of a collaborative team. - Good communication skills and the ability to translate requirements into technical solutions. Nice to have: - Knowledge of UI/UX design principles and best practices. - Experience with state management libraries such as Redux or MobX. - Understanding of modern frontend frameworks and libraries. - Familiarity with backend technologies such as Node.js or Python (for understanding A...

I'm looking for an AI programmer, who's proficient in Python and experienced in Natural Language Processing, Machine Learning Algorithms, and Computer Vision. The primary goal of this project is to automate a series of processes. Key Responsibilities: - Utilize Natural Language Processing to understand and interpret human language for automation. - Develop and implement Machine Learning Algorithms to improve the automation process. - Apply Computer Vision techniques to recognize and process visual data. Ideal Skills: - Proficiency in Python is a must. - Proven experience in Natural Language Processing, Machine Learning Algorithms, and Computer Vision. - Strong problem-solving skills and the ability to work with complex algorithms. The goal of this...

I have a project that's built using React, FastAP...experiences issues with the backend. The problem is that the backend stops working whenever the terminal shuts down. I'm not sure if I've configured my backend server on Digital Ocean to run as a service or in the background. Key points: - Need troubleshooting to determine and resolve why the backend stops working when the terminal is shut down. - Check if the backend server is set to run as a service or in the background on Digital Ocean. - Ensure the app is fully functional and accessible after deployment. Ideal Candidate: - Proficient in React and FastAPI. - Experienced with deploying applications on Digital Ocean. - Understands backend server configurations and services. - Familiar with troublesh...

I have a set of text documents in English that I need translated to Mexican. The translated documents are intended for educational purposes. Key requirements: - Translation from English to Mexican - High accuracy with the translation - Understanding of educational context and appropriate use of language Ideal skills and experience: - Proficiency in both English and Mexican - Previous experience with educational translation - Knowledge of cultural nuances in both languages

I need help creating a contract management software. This software is expected to have key features ...track payments stemming from each contract. - Supplier Account Statement: Functionality to maintain and access supplier account statements. - Editing Contracts with Variables: Flexibility to modify contracts with various variables. The software is to be used by a team of 1-10 people, making it important to have multiple levels of access controls. Ideal freelancers should have experience in programming and software development, with specific skills in building contract or document management systems. A strong understanding of data security is also recommended for the storage feature. This project requires both a keen attention to detail and the ability to create an intuitive user-...

I am seeking skilled freelancers who can assist me with diverse tasks in the Turkish language. The required skills and experience include: Live Support: - Assisting customers in real-time - Experience in customer service - Ability to communicate effectively Article Writing: - Able to write engaging, high-quality articles - Experience in SEO content creation Product Promotion: - Ability to create enticing product descriptions - Experience in marketing and sales Language: - Proficient in Turkish language. The ideal candidate can work across different projects, adapting to varied tasks. Please note, these projects do not target any specific audience or industry.

I'm seeking a proficient writer to create a series of engaging and informative blog posts. These posts are aimed at a general audience, so I need crisp, clear language and concepts that are easily understood by a wide range of people. Key Requirements: - Crafting well-researched, informative blog posts - Using a tone and style that's accessible to the general public - Ensuring the content is engaging and compelling Ideal Skills: - Proven experience in writing informative content - Excellent grasp of blog writing - Ability to simplify complex ideas - Understanding of SEO principles for blog posts Prior experience in creating content that is both informative and engaging for a broad audience will be highly valued.

I am looking for someone who can effectively install a simple server on Ubuntu and configure Wireguard / WG admin panel along with pihole. Your tasks will be; - Configuration of a fully accessible Wireguard WG admin panel - Setting up pihole on the server About 10/20 mins work depends Full access will be given Those who have prior experience in Linux server installation, Ubuntu system management and Wireguard configuration are highly desirable. An understanding of pihole configuration will be a plus. Complete details will be shared once I identify the right professional.

I'm looking for a freelancer who can write a 12 liner poem for me in Tamil. The poem should be derived from a video I share with you. I have 100 videos and budget is 1500 only... Only if you are aware of tamil language you can do that otherwise you cant do that. Dont ask for increase budget

I'm seeking a Java expert to assist me in resolving runtime exceptions in a JavaFX program I'm trying to run on my Windows system. Key Tasks: - Identify the root cause of the runtime exceptions. - Provide a fix to the runtime exceptions so the program runs smoothly. Ideal Skills: - Proficient in Java programming. - Strong understanding of JavaFX. - Experience with debugging and resolving runtime errors in Java programs. - Knowledge of Windows operating system. I will provide all necessary code and error logs for your reference. Looking forward to your expertise in fixing this!

I need an experienced developer to create a bot for many Ragnarok Game private server. Key requirements include: - Capabilities for farming, auto-levelling, and auto-looting; - Ability to use potions; - Selecting certain Mobs and Items. - and many more • Advanced character leveling • Detailed item farming • Skill automation Additional features essential for these bots to possess are: • Auto potion consumption: The bot should be able to intelligently consume potions whenever required • Mob detection and avoidance: Bots must have the ability to detect and evade mobs automatically The bots should be able to bypass Gepard anti hack I'm looking for detailed project proposals that clearly outline how you'd tackle these requirements. Experience with R...

I'm in need of an Internet search executive residing in Iraq who can perform the following tasks: - Conduct Google searches - Scan and ...need of an Internet search executive residing in Iraq who can perform the following tasks: - Conduct Google searches - Scan and analyze content on social media platforms, including Facebook, Twitter and Instagram - Provide language translation, mastering Kurdish and Arabic The job requires a person who is not only good in English communication, but also proficient in searching Google and social media scanning. Provide translations as part of the job. You'll be expected to work for a range about 10 to 20 hours per week. An ideal candidate should have excellent language skills in Kurdish, Arabic and English and experience in co...

I'm in need of a ...but knowledge of the Russian language is a bonus. Our focus is within the real estate industry, so previous experience in creating content for this sector is highly advantageous. Tasks: - Writing compelling and persuasive copy for landing pages, email marketing, direct marketing, and ads. - Understanding the specifics of the real estate industry and tailoring content accordingly. Ideal Skills: - Excellent written communication in English; bonus if fluent in Russian. - Previous experience in copywriting, especially within the real estate industry. - Ability to creatively articulate unique selling points and important information. Your role is integral in shaping how we communicate with our customers, thus, excellent understanding of industry-specific la...

I am seeking an expert in Google Cloud's Pub/Sub service. My Python application needs to publish and subscribe to text data messages. Knowledge in message encoding and decoding, as well as Pub/Sub client libraries, is crucial. Therefore, a strong background in Python and Google Cloud Platform is required. Take a look a example image attached. Key responsibilities ...in message encoding and decoding, as well as Pub/Sub client libraries, is crucial. Therefore, a strong background in Python and Google Cloud Platform is required. Take a look a example image attached. Key responsibilities include: - Assisting with publishing text data messages - Helping with subscribing to these messages Please have proven experience in Google Cloud's Pub/Sub and Python programming for p...

Buscamos incorporar especialista programador .net freelance con conocimientos en: c# .net, asp, sql server se valorará experiencia en: integraciones api, en back-end y front-end. Trabajo principalmente en remoto, para colaboración continuada en desarrollos propios de nuestra empresa, con un mínimo de 40 horas mensuales.

...lab managers. Interface Type: Text-based interaction with a modern and intuitive interface. A way to click on buttons to select recommended questions Platforms: Accessible on both web and mobile platforms, ensuring a responsive and seamless experience on all devices. Design Requirement: Focus on front-end design and UI-UX, tailored for ease of use while displaying complex data effectively. 4. Language and Localization Languages: Supports both English and Arabic with an easy switch mechanism between them in the UI. 5. Design Considerations Visual Theme: Use a color palette that complements the logo colors but adds a futuristic feel with sleek, clean lines and high-tech visual elements. The colors should be related to a logo that will be shared once the job is taken. Chatbot Perso...

Hi Dear my website is up and running on hostinger. Only need to make https available. It is on cloudpanel. Issue is looking around location ~ /.well-known { auth_basic off; allow all; } IF you have experience, before kindly ping me. When you fix it, I need complete steps for it.

I'm in need of some assistance to develop a .NET8.0 program with expert level C# coding ability for an assisgnment. The main functionalities of the project include: * Command-based user interface Critical aspects of the project include: * User Interface: The ...have experience in this rather than GUI/Web-based interface design. * File handling: For effective data management, we require user interface functionality. Experience in properly implementing this within a .NET application is crucial. Bringing these aspects together to create a seamless program is the ultimate goal of this project. The right candidate will have extensive experience in C# programming, specifically with .NET8.0, and a good understanding of command-based user interface design and user-interface...

I am in need of a hostess or interpreter who is fluent in both the Mandarin and English language for assisting guests at events. Your primary duties would be as follows: - Ensure guests feel welcome at events. - Provide assistance and communication guidance to event attendees. - Use your Mandarin proficiency to bridge communication gaps. Your work will primarily be in person at meetings or events. A native or near-native fluency in Mandarin is a crucial requirement for this role. Additionally, strong interpersonal skills and experience in hosting or interpretation would be greatly beneficial.

I'm immersed in creating a Desktop Application on Visual Studio, utilizing C# as the fundamental programming language. I'm currently in need of: - Coding assistance. This task would involve closely working with my existing line of code, offering necessary improvements and additions to elevate the functioning of my desktop application. If you're highly proficient in C#, and hands-on experience in handling Desktop Applications within Visual Studio, you'd be an ideal match for this project. Moreover, excellent problem-solving abilities would be a significant advantageous point for a fruitful collaboration. Hence looking forward to working with an individual having robust expertise in C# and desktop application development.

Need to create bot with the help of different API(I give you) that would make his LLM suit for Hebrew language. Integration of the bot to website/WhatsApp/telephony and Instagram. The one to success with the project will be rewarded not only financially but also with other perspective projects.

We are a group of developers. We need a webRTC expert to give us guide and assistance of how to integrate our AI model into the Odoo 16 webRTC. We have already build the AI model, the webservice and endpoint to commnicate with it and everything related to the AI. So far we have a module that connects with our AI server, everytime an odoo channel is created it reviews the messages, sends it to the AI and creates a new message in the channel that acts as a reply To achieve this we follow the next structure: 1) redefine create on 2) send message body to IA 3) get message and post a message on the channel So far this works on internal chats, but we want this to work on live chat sessions, the idea behind this is that the clients communicate with the IA With the current code we

I'm in need of a skilled Marathi language expert who can perform both verbal interpretation and written translation for long documents. Key Requirements: - Expert in Marathi language - Fluent in English - Experienced in verbal interpretation for business settings - Experience in translating long documents The job will primarily involve: - Verbal interpretation of document - Translating and explaining long documents If you have the right skills and experience, please reach out.

At the moment, I am using php 8.2.18 extension in azure and got ...got an error as follows: [06-May-2024 10:38:38 UTC] PHP Warning: PHP Startup: xmlrpc: Unable to initialize module Module compiled with module API=20210902 PHP compiled with module API=20220829 These options need to match Azure linux containers are using php 8.2.17. I need a skilled developer to build the deprecated XML-RPC extension () to work with PHP 8.2.17 in azure linux containers. Key Responsibilities: - build the XML-RPC extension for PHP 8.2.17 - Ensure the extension is robust and secure Please include examples of past work in your application. Ideal Skills: - Experience in creating PHP extensions - Worked with azure linux containers - Honest and reliable.

I have a critical need for a professional transcriber who can quickly transcribe video recordings in Malayalam. Key Project Requirements: - Transcribing Malayalam audio content to text with high accuracy and speed. - Handling urgent work and delivering the transcripts promptly. Ideal Freelancer: - Proficiency in Malayalam language. - Experience in transcribing video content, ensuring high precision in capturing the spoken content. - Ability to work under tight deadlines and deliver on time.

I'm seeking a skilled Android app developer experienced with integrating external APIs. While the particular functionalities for the app have yet to be fully confirmed, knowledge in user authentication, in-app purchases, and live chat features will be highly beneficial. Please include any relevant experience when submitting proposals. Experi...knowledge in user authentication, in-app purchases, and live chat features will be highly beneficial. Please include any relevant experience when submitting proposals. Experience with a variety of APIs is a must. Skills and Experience Required: - Proficiency in Android app development - Experience with API integration - Familiarity with user authentication, in-app purchases, and live chat programming - Portfolio showcasing previously ...

I have an existing G...experienced Go developer to extend this feature and make it more accurate by allowing it to check the entirety of a URL, even if it is not initially parsable. What you'll need to do includes, but is not limited to: - Update the URL validator to check full URLs even if its not parsable . - Troubleshoot and resolve any issues that arise from these updates Ideal Skills & Experience: - Go Programming Language - Debugging - URL Parsing - URL Validation If you have notable experience in Go development and URL handling, you're the perfect fit for this project. Please do include instances where you've worked on similar projects or tasks in your proposal. i only set $10 budget for this small project it , it should takes few moments if you...

I need an expert to download the full source code of a specific website I have in mind. The required programming languages are PHP and JavaScript. Once the source code is downloaded, I want to utilize it "as-is", meaning no modifications to the existing code are necessary. Ideal candidates: - Have extensive experience with PHP and JavaScript - Proficient in downloading and extracting website source codes - Will respect and follow all legal and ethical guidelines related to this task.

...general business audience, it should also include some technical details and analysis to provide a comprehensive understanding of the research. - Audience Focus: The primary audience for this summary is business executives. As such, the language and content should be tailored to their interests and priorities. Ideal Skills: - Proven experience in writing executive summaries or similar high-level business communications. - Strong research and analytical skills to accurately distill the essential content of a 120-page report. - Excellent understanding of business language and communication styles, particularly at an executive level. - Ability to balance accessible, engaging writing with necessary technical details. If you are a talented writer with a strong understanding o...

PROJECT DETAILS: At home, I have small server running "Home Assistant" with "ESPHome" Add-on and multiple sensors like DHT22 for Temperature and Humidity, PMSX003 for Air Quality, Shelly 1 Switches to control some lights, couple of 5V relays with ESP32 to control other equipment, PIR sensors for the lights in the garden and few others as well as my Home Security. All sensors are attached to ESP32 modules and transmitting the data using Wi-Fi to the Home Assistant server. The data from all of the sensors is displayed on my Dashboard using various "Cards" and "Dashboards". All of the above has been perfectly working for years and I haven't had any issues with. The goal of this project will be to attach small 1.3" TFT dis...

As a startup in AI and AI/ML solutions, we are seeking a part time senior data scientist to help us to design a text 2 sql solution using existing open source solution, integrate with other data service. Having a deep understanding of ,LLms , NLP, Text2SQL and AI Agent (OpenAI) , stream-lit will be essential. 3 hours days in ave...Text2SQL and AI Agent (OpenAI) , stream-lit will be essential. 3 hours days in average for a part time jobs for months; - The successful applicant must be fluent in Python and have a solid understanding of latest GPTs, GenAI and langchain, GenAI etc The ability to develop and fine-tune algorithms as per project requirements is paramount. If you are able to make AI comprehend and utilize human language, efficiently and effectively, your expertise is ne...

...to establish communication channels and data exchange protocols for efficient integration. Troubleshoot and debug issues related to video playback, integration, performance, and precaching. Stay updated with the latest trends and advancements in Kotlin, Android development, Flutter, and video streaming technologies. Requirements: Proficiency in Kotlin programming language with a strong understanding of Android development principles and best practices. Extensive experience in developing custom video players for Android applications, including advanced features and optimizations for performance and precaching. Familiarity with the Flutter framework and proven experience in integrating native Kotlin code with Flutter applications using platform channels. Expertise in...

As a business, we are currently looking to enhance our online presence and operational efficiency. We require ...operational efficiency. We require a professional who speaks Greek and is experienced in website and software development. Your tasks would include: - Development of a new website - Working on custom software solutions The ideal candidate would possess the following skills and experience: - Extensive experience in software and website development - Solid decision-making skills to choose the best programming language(s) as necessary. - Fluency in Greek Please note that our specific goals for the website or software are yet to be finalized, but your insights and suggestions will be highly valued to guide our final decisions. Please submit a bid if you meet...

...translated from English to Polish. The articles average about 275 words each, focusing on pregnancy and the postpartum period. This job requires not only an excellent grasp of the Polish language but also some affinity with the subject matter to ensure the content resonates well with the intended audience. Responsibilities: - Proofreading and editing each article to correct any grammatical, typographical, or compositional errors. - Ensuring that the tone and style are consistent across all articles. - Communicating progress updates regularly via WhatsApp. Requirements: - Native Polish speaker with impeccable language skills. - Proven experience in proofreading, preferably with content related to health or maternity. - Ability to work efficiently under tight deadlines&mda...

I require a freelancer with proficiency in Hindi typing to assist with transcribing an academic paper. Key Requirements: - Proficiency in Hindi: As the document is in Hindi, the freelancer must have a strong command of the language to facilitate accurate transcription. - Typing Speed: A fast typist is preferred to ensure the document is transcribed in a timely manner. - Attention to Detail: Given the nature of an academic paper, it's crucial that the freelancer pays close attention to details and ensures the accuracy of the transcription. I'll provide the scanned copy of the academic paper for transcribing. This task is urgent and requires a quick turnaround. Please only apply if you can commit to completing this task promptly and with high accuracy.

I am looking for a German translator with experience in general translation to convert audio recordings into German text. Key Requirements: - Translate audio recordings accurately into German - Ensure the translated content is faithful to the original message and context - Understand and apply the nuances of the German language - Meet the project deadline Ideal Candidate: - Proficient in German and English - Prior experience in general translation - Experience with audio translation is a plus - Excellent attention to detail and accuracy - Ability to meet deadlines

...allows for a differentiated and comprehensive analysis of platelet function. You do not need to worry about the availability of web domains, or any optical design of the logo. Just focus on the text. We might anyway modify your proposal. Therefore simple proposals by text are appreciated. We appreciate any proposal, and if there is a meaning to it, let us know. The name can be based on any language. Of course please do not propose anything that is offensive, linked to religion, and thus could hurt religious feelings, or something that could be perceived as inappropriate by some people. Making several proposals of course increases your chances for winning, there will be a winner of the contest. As mentioned, do not waste time designing a logo, just the text is fine and...

...guidance on how best to structure this for efficiency. - Help structure and automate my inbox management: I’m looking for someone who can not only organize my inbox but also help me put in place strategies that will streamline my email management process over time. Ideal Skills and Experience: - Proficiency with Outlook: A strong understanding of Outlook and its features is a must. - Proven experience in managing inboxes: Experience in helping clients manage their inboxes and establishing effective structures for email management would be a significant plus. - Strong organisational skills: The ability to organise and categorise information in a clear and efficient manner. - Experience with automations using Outlook rules and/or Power Automate and Copilot - strong Engli...

...up hosting after selection gets approved -Installing Wordpress -Setting up the website in Wordpress (should look like ) Content structure: -Main Page -Three subpages - 3 categories - SUV, Electric, Compact - Subpages in the form of tables (rankings) of popular car brands with a link to the manufacturer's website, according to provided lists -Implementing multi-language support: two languages supported initially, Polish and English -Implementing Google Analytics and GTM -Setting up events and conversions, according to provided requirements -Documented manual testing of events and conversions on Chrome and Safari, on both PC and mobile devices -Preparing short instructions for non-technical people on how to make small changes to the website including: - Changi...