Web page language input jobs

I am in need of a proficient developer with experience in Android and camera driver development. The project goal is to create a camera driver for Samsung A55 Android 14 that will broadcast a video stream from a PC via ffmpeg, RTMP, or NDI. Key Functionalities: - The driver must be able to capture photos. - Record videos. - Adjust camera settings. - Have an internal driver for input on OTG (usb) video. Specific Requirements: - Must meet real-time video streaming requirements. Critical Experience & Skills: - Android development. - Camera driver development. - Understanding of ffmpeg, RTMP, or NDI streaming protocols. - Experience with OTG devices and real-time video streaming. Please provide your previous work samples related to this project in your bid.

Develop a chatbot with a web chat interface using the Llama 2 7bn LLM model to assist users in resetting their passwords. The chatbot will interact with users to collect verification details (employee number, name, date of birth, boss's name, and last four digits of cell number) through a structured conversation. The system will validate user inputs against an API and terminate the conversation after three invalid attempts. Upon successful verification, a text message with the new password will be sent via an external API. The project will include creating APIs for future speech input/output integration, ensure response times under 1.5 seconds, handle multiple simultaneous users with unique identifiers, and provide customizable response messages. The system will be deplo...

I am looking to optimize the user experience and interface for the order page of my website. The page will feature a variety of products, each with an image, a description and an item list. Key Requirements: - Design a clean and intuitive user interface for a WordPress website - Create a coherent and engaging user experience for a single page consisting of numerous product listings - Ensure the design is conducive to high conversion rates - With Order Button The ideal freelancer for this project should have: - A proven track record in UI/UX design, particularly for WordPress - Experience in designing e-commerce product pages - A creative approach to user experience and interface design References: - First attachment is the product details sheet. - The other attachm...

I'm seeking a reliable administrative assistant to help me compile a marketing booklet for general public distribution. Key Points: - The booklet will serve as a marketing tool, so it's crucial that the freelancer has a knack for presenting information in a clear, engaging, and persuasive manner. - As the target audience is the general public, the language used should be clear and accessible to a wide range of readers. - The ideal candidate will have experience in designing both digital and printed materials. - Attention to detail is crucial to ensure the final product is polished and professional. If you have a background in marketing, design, or administrative support and are confident in your ability to put together this booklet efficiently and effectively, I'd ...

I'm seeking an experienced C++ developer to create an effective Parallel File System based on the Google File System (GFS) - a system we'd like to dub as miniGFS. This project seeks to achieve: - Efficient storage and access of large files: The miniGFS should handle large data quantities seamlessly, allowing both read and write operations swiftly. - Data replication and fault tolerance: Thi...any systemic failures, the system should have a fallback mechanism where data recovery is achievable. Ideal skills/experience would encompass deep C++ knowledge, experience with parallel processing, large data handling, and fault tolerance measures. Specific requisites are in the PDF uploaded. Only need to get up to 6 points, not the 10 points, so not all the task needed. Should be done ...

...pattern. - Pivot Indicator: It should also be able to calculate and mark pivot points based on the price action. - Customizable: The indicator should be flexible and adjustable to my specific trading strategies and preferences. - User-Friendly: It should be easy to use and understand for a trader, with clear visual markers and alerts. Skills and Experience: - Proficient in TradingView's Pine Script language. - Strong understanding of forex market dynamics, including pivot points and zigzag patterns. - Experience in developing custom indicators for trading platforms. - Ability to incorporate user-defined rules and preferences into the indicator. This project requires a developer with a deep understanding of technical analysis in the forex market and the ability to translate...

I'm in need of a reliable data entry professional to input a mix of text, numeric, and image data into a spreadsheet. The job involves inputting between 100 to 500 entries. Ideal Skills: - Proficiency in data entry with a strong attention to detail - Ability to handle different data formats (text, numeric, and images) - Experience in spreadsheet software, ideally with knowledge of conditional formatting and data validation. The data may need to be sorted and organized, so any experience or skills in data organization are a plus. It would be beneficial if you have a basic understanding of different types of data and their implications for the final use of the spreadsheet. Please be prepared to propose a basic template or format for the data entry if it's not specified ...

Implement Pricing, Cookies, Privacy Page Design.

I'm seeking a highly professional Korean voiceover talent within the age range of 25-50 years. I have no gender preference as long as the delivery is authoritative and has an excellent command of the language. Key Requirements: - Fluent Korean language skills - Experience in voiceover work, particularly in a professional, authoritative tone - Must be within ages 25-50 - High-quality audio recording capabilities Looking forward to giving your talent a platform. Please include your previous work in your proposal.

Integration of the clients CRM/ERP's so that the bot can answer to the client with human language. with the Intranet. 2 When the CUSTOMER MESSAGES DETECT If it is Customer or not and create a different communication based in the data in the system so answer the questions. After answering the questions, read our intranet If there is no response, I will pass it on to my colleague and pass it on to Human.

I'm on the lookout for skilled video editors to help bring a cinematic touch to my vlogs. These videos will be over 10 minutes long, so an eye for detail and a knack for maintaining viewer engagement is crucial. Key Requirem...Aesthetic sensibilities for creating a cinematic feel - Experience with vlogs or similar content is a big plus Your main tasks will include: - Trimming and sequencing footage to create a coherent story - Applying effects and transitions to enhance the cinematic feel - Ensuring the video remains engaging throughout its duration - Maintaining the creator's style and vision while offering creative input - Delivering in a timely manner without compromising on quality. If you're an editor with a passion for storytelling and the skills to match, I...

I'm in need of a professional designer to create a 24-page A5 booklet for my estate agency. I want the design to be traditional and elegant, as our target is to attract new potential clients. Key Requirements: - The booklet should be 24-pages long, a5 sized (6 a4 sheets folded in half to A5 size). - The design style should be traditional and elegant. Content: - I'm keen to include information on local property values in the booklet. This is crucial for potential clients who are interested in the real-estate market in our locality. Skills and Experience: - I expect the designer to have experience in creating similarly styled elegant and traditional designs. - A good understanding of the real-estate market or experience in designing for estate agencies would be a plus. ...

To avoid the AI bid, place the sentence at the front of the sentence. "I like popcorn". I'm seeking an AI developer with proficiency in Natural Language Processing and Machine Learning Algorithms to work on a project that primarily involves Image Recognition and Data Analysis. Key Responsibilities: - Develop and implement cutting-edge machine learning models for image recognition. - Create solutions for data analysis utilizing AI technologies. Skills Needed: - Exceptional knowledge in natural language processing and machine learning algorithms. - Proficiency in Python and C++. - Solid understanding of image recognition and data analysis. The ideal candidate will have a proven track record in AI development, particularly in the specified areas, and be able t...

I'm looking for someone skilled in both data science and natural language processing (NLP). The tasks at hand involve sentiment analysis, text classification, and named entity recognition. Key Requirements: - Your experience with sentiment analysis should be strong. - You should have a solid background in text classification and be able to manage a medium-sized dataset. - Experience in named entity recognition is essential for this project. Dataset Details: - The dataset you'll be working with is stored in text files. This is a medium-sized dataset, containing between 1,000 and 10,000 data points. The successful completion of this project will require deep expertise in NLP techniques, a keen eye for detail, and the ability to deliver accurate and efficient analyses....

I have a small project that involves typing less than 100 pages of handwritten documents into Microsoft Word. I need a skilled typist with exceptional attention to detail. Key Requirements: - Typing of less than 100 pages of handwritten documents into Microsoft Word...attention to detail. Key Requirements: - Typing of less than 100 pages of handwritten documents into Microsoft Word - Ensuring accuracy and maintaining the original format to the best extent possible - Proficiency in English to ensure the typed content is error-free Ideal Skills: - Experience in data typing, particularly from handwritten sources - Proficiency in Microsoft Word - Strong English language skills for editing and proofreading I am looking for a professional who can deliver this project accurately and ef...

I need a seasoned legal expert to ...expert to draft a Letter of Demand for a real estate transaction in Singapore. Key Project Details: - We're a Wyoming registered company. - The purpose of the letter is to threaten legal action. - The recipient is an individual. - The letter must be completed within 2 days. The ideal candidate should: - Have prior experience in drafting Letters of Demand. - Possess excellent communication and language skills. - Work efficiently under tight deadlines. You will acting in the capacity of our in-house legal counsel or in the capacity of a lawyer representing the company. The letter will have to be drafted and signed by you. You should be a qualified attorney and must be able to represent a Wyoming registered firm. Please contact us for f...

...clothing line is made of sustainable material (bamboo) and will be selling in Southeast Asia. The aesthetics is modern, subtle, versatile, and minimalist. The colour palettes should be neutral, earthy, with an eye-catching and clean font. Please refer to moodboard below. Key Project Requirements: - Draft unique, minimalistic designs that capture the essence of my brand - Incorporate creative input and suggestions to enhance initial ideas - including a logomark which can be neatly printed on basic capsule pieces like tees - Reflect a sense of originality and creativity in the final design Ideal Skills and Experience: - Proficiency in graphic design tools - Strong portfolio in logo and logomark designs, especially with minimalistic style - Experience working with fashion brands...

I have two projects to do on Android Studio by java language. I'm waiting good offers . Task : Create a Music / MP3 player mobile application in Flutter or in Android Studio that recommends its users the local area popular songs based on their GPS location. Submit the source code and the apk file as Task2.zip. Task : Create a Mobile Application for a Cafe Restaurant to receive orders from its Customers. The Application should offer a list of menu items [For Example: Coffee, Garlic Bread, Cheese Sticks etc.] You can choose the menu items from 4-5 items as per your choice. Try to make the application visually appealing and interactive in terms of graphical user interface (GUI). Demonstrate your coding and presentation skills by creating a short video of "you" brei...

I'm looking for a creative video cre...engaging with adult audiences through dynamic visuals and infographics. Key Requirements: - The primary goal of this project is to teach new concepts. The ideal freelancer should have a background in educational content or health and wellness. - The video should be at an intermediate level of detail, presenting the information with some depth but not delving into overly complex or technical language. Skills and Experience: - Experience in creating educational content, especially for adult audiences. - Proven ability in designing visually appealing and engaging infographics. - A good understanding of health and wellness topics and the ability to present them in a clear, accessible way. - Familiarity with video editing software and techni...

I'm in need of skilled writers to create high-quality Wikipedia articles about notable figures, spec...articles about notable figures, specifically written in English. You need to have a keen attention to detail and an understanding of notable figures from different backgrounds. Basic requirements include: - Proven experience with Wikipedia article creation, preferably about notable figures. - Excellent English language skills. - Thorough research capabilities to ensure factual, accurate, and comprehensive articles. - Ability to work without specific style guidelines. I have created the page source and refs/cites just need it checked and submitted. This project is a great fit for freelancers with a passion in history and cultural studies. Apply now if you think you�...

A global tour agency is looking to hire experienced and knowledgeable guides for private tours in Jeonju, Gangneung, Jeju City, and Seogwipo, South Korea. Ideal candidates should: - Be well-versed in the local history, culture, and outdoor attractions of the mentioned cities. - Have a friendly, engaging, and professional demeanor. - Have excellent communication skills in English. Korean language proficiency is a plus. The agency is seeking to hire 8 guides, with varying skill sets and tour guiding experiences to cater to the different types of tours being offered. If you have a passion for sharing your knowledge of South Korea and its unique offerings with international visitors, please get in touch.

I'm in need of a developer proficient in Python who can create a video tutorial. The tutorial should showcase the process of building a user authentication login page for a web application using the Microsoft Graph API. The loging should just allow pre-registered users (from azure dashboard) to enter the app. Ideally the should build a little login page using streamlit! Key Requirements: - Expertise in Python: Comprehensive proficiency in Python is a must, as the tutorial is centered around this language. - Familiarity with Microsoft Graph API: The ability to leverage the Microsoft Graph API for user authentication is essential. - Video Creation: While I'm not looking for a professional video maker, the candidate should be able to record, edit, and ...

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Focus Edumatics is seeking online tutors to join our growing freelance tutor community across Math, English, Language Arts, and Science. In this role, you will have the opportunity to closely collaborate with K-12 students in the United States, delivering personalized instruction, providing academic support, and creating a nurturing environment. Strong time management, problem-solving, technical proficiency, and exceptional English communication skills are essential for success in this position. COMPENSATION AND BENEFITS -- Rs 200 per completed session-hour. Earn Rs 40,000+ per month based on volume and performance. -- Training, retention, and performance-based bonuses based on quality, volume, and peak hour coverage. -- Teach from home with a wide range of schedule options depen...

As someone requiring assistance with craigslist postings, I'm speci...expert who's in tune with financial service postings, particularly under the category of credit repair. The emphasis of this project is credit counseling. Your expertise should ideally cut across the following: - Deep experience in creating engaging and effective craigslist postings - Background in financial service postings, specifically credit repair - Solid understanding of credit counseling language and how to appeal to targeted clients - Superior communication skills, being able to capture complex concepts in easy-to-understand postings. Your application will stand out if you are able to demonstrate a history of success in these areas. I look forward to your proposals and consequently, progress...

...education, I am seeking a talented freelancer experienced in teaching language arts, particularly focused on enhancing vocabulary, word choice, presentation, and public speaking skills. - Assist Middle School Students: My main focus is to provide comprehensive support to intermediate leveled middle school kids. They are in vital need of enhancing and enriching their vocabulary and improving their presentation skills. - Multifaceted Approach: I am looking for a versatile tutor who can provide help using a variety of methods. This should include online tutoring sessions, creating interactive video tutorials, and providing written feedback on their assignments. - Required Experience: Previous experience in teaching English language arts at middle school level would be a d...

I'm in need of a highly skilled AI developer with expertise in natural language processing (NLP), computer vision (CV), and machine learning. The core objective of the project is to develop an AI-based recommendation system. Key Tasks: - Implement NLP techniques - Develop CV application - Integrate robust machine learning algorithms A significant aspect of this project is UI design – specifically the construction of user-friendly dashboards. I am looking at someone who can visualize the machine learning processes and outputs in an engaging manner. Desirable Skills: - Expertise in AI technologies (NLP, CV, ML) - Experience in building AI-based recommendation systems - Proven ability in creating user-centric UI, specifically dashboards.

...skilled programmer to develop a high-speed web automation bot using C programming. The purpose of the bot is primarily web automation, specifically with the tasks of form filling and clicking. Key Requirements: - The bot needs to be capable of automating tasks like filling data and clicking buttons on websites. - It has to be developed using C programming language for optimal performance and speed. - The bot should be compatible with Windows operating system. - The chosen freelancer should have a solid understanding of web automation principles and best practices. - Ability to ensure high-speed functionality Ideal Skills & Experience: - Proficient in C programming, with a background in web automation. - Experience in creating bots that interact...

1 Need to build a website monitoring program to monitor changes in sub-pages of the landing page Detailed requirements: The website needs to have SQL function because batch site monitoring needs to be uploaded. 2 Identify the link to the final sub-page login keyword such as Proxy function and mobile phone UA because mobile phone batch UA is required Multi-thread monitoring 3 Filter duplicates and monitor changes in subpages of the website Set a custom time to refresh the web page

I'm looking for a back-end developer to enhance the functionalities of an existing website. The goal is to introduce new features and improve the website's overall performance and user experience. The main tasks include: - Integrating user login and authentication systems in the website - Implementing database integration - Incorporating a payment p...enhance the functionalities of an existing website. The goal is to introduce new features and improve the website's overall performance and user experience. The main tasks include: - Integrating user login and authentication systems in the website - Implementing database integration - Incorporating a payment processing system The website is currently built with Ruby, so proficiency in this language is highly pr...

I'm starting a new company, RC Construction and Hydraulics LLC, a home renovation and hydraulic repair company. I need a logo that conveys strength, reliability, efficiency, simplicity, expertise and trustworthiness. I'll be using this logo across various platforms, including our website, social m...including our website, social media, printed materials like business cards and brochures, and physical products or packaging. The logo is to be designed using the color palette: Brown #8B4513, Steel Blue #4682B4, Slate Gray #708090, Dark Olive Green #556B2F, and Light Gray #556B2F. The typography should consist of the Header Font: Roboto Condensed and Body Font: Open Sans. But open to creative input regarding font type. FINAL FILES IN PNG & PSD. Feel free to ask any que...

Hi, we need to translate the attached file from German to English, destination: Camerun. So, I would say the target language is English UK. No specific deadline.

I'm in need of an engaging and charismatic host for my upcoming Teambuilding party. The event will be held indoors and will have up to 50 attendees. In russian language. Key Requirements: - Experience: I'm looking for an individual with prior experience hosting events, particularly birthday parties. - Charismatic and Engaging: The ideal candidate should be able to captivate the audience and keep the party lively. - Time Management: As a host, the ability to manage time effectively and keep the event on schedule is crucial. - Adaptability: A host who can adapt to different personalities and situations is important. - Creativity: Bringing fresh ideas and innovative ways to make the party memorable is a plus. If you have the right experience and skills to make this birthda...

I'm looking for an expe...Details: - Platform: The chatbot should be developed specifically for my business - Functionality: The primary function of the chatbot should be to accurately answer customer's FAQs. - Language Support: I am not sure if multiple languages will be required at this stage, but the ability to add this in the future is a plus. Ideal Skills and Experience: - Proficiency in AI chatbot development, particularly for website integration. - Strong understanding of natural language processing (NLP). - Proven experience in developing chatbots that effectively handle FAQs. - Flexibility to potentially add multi-language support in the future is a plus. If you have experience in similar projects and believe you can meet these requirements, I�...

...looking for a qualified and competent developer & design to create a lending page for my project. The main goal is conversion, thus the landing page should have the following key features: - A lead generation form that will capture potential client's information effectively. - A design that is both bright and colorful, reflecting the aesthetics of my company and our products. - It should be optimized for mobile view. Given the nature of this project, I'm open to creative ideas that might enhance the look and functionality of the page. Ensure that the design is clean, engaging, and user-friendly for ease of navigation and better user experience. The ideal candidate should: - Have extensive experience in landing page development. - Be skilled...

i want a simple landing page like this : (is mine landing web) i need for another proyect a "whatsapp bot" Please fell free to contact me.

I have a detailed, digital drawing of a couple of processes and I need a professional to convert it into a 1-page flow chart using Microsoft Visio. This task should take less than an hour for an experienced individual. Requirements: - Convert a digital, highly detailed process drawing (attached) into a 1-page flow chart - Expertise in Microsoft Visio - Any flow chart model you can use that is editable in case of changes. The ideal candidate should be able to quickly understand the processes from the drawing and translate them into a clear, concise and visually appealing flow chart. Experience with similar tasks and a quick turnaround are both highly desirable.

...should be tailored to resonate with these groups. - The website should have a professional and appealing design that conveys our expertise and offerings in a clear manner. - While I'm open to suggestions and would appreciate your input, I'd like to have a contact form integrated into the website, as I believe this will be a crucial part of generating leads. Required Skills: - Proven experience in designing and building lead-generating websites. - Familiarity with the specific needs of small and mid-sized companies in the digital marketing space. - Proficiency in web design and development, with a focus on user experience and conversion optimization. - Strong communication skills and a collaborative approach, as I value a freelancer who can bring their own ideas ...

I'm seeking a talented web developer to build an E-commerce platform dedicated to physical products. As the ideal candidate, your skills and expertise should cover: - Extensive e-commerce website development experience - Familiarity with creating websites oriented towards selling physical products - Proficiency in integrating Bank Transfers and PayPal payment methods onto websites Your prime responsibility will be crafting a reliable, user-friendly e-commerce website that can facilitate seamless transactions. Knowing how to make a site that's easy to navigate and appealing to potential customers is critical to your role. Your dedication and attention to detail will directly influence the success of our virtual store. Let's create an e-commerce site that's perfe...

I am looking for an expert wiki page creator to create a company page that mainly serves to provide information about our business. This page is aimed at other businesses, so a professional, trustworthy and sleek design is crucial. Key Aspects: - About Us Section: Detail our company history, product, services, contact etc.. - Services Offered: Comprehensive list and descriptions of our products/services. - Contact Information: Clear and easy-to-find contact details, including email, phone, and physical address. The ideal candidate for this job should have experience in corporate wiki page design, with a sharp eye for business-oriented aesthetics and functionality. Solid knowledge of SEO strategies, to ensure that atleast ensure that intent searches make our b...

Hi Hossein, I enjoyed our phone call and clearly you know what you are doing. I like your idea of producing a cloned Vue 3 component that received the same input variables as the existing component, that is a _child_ of the existing component. That way you can do the development of the new component, without interfering with existing functionality. I would like you to implement this for me in my app as proof-of-principle. I know you are busy with multiple projects so I am flexible on timing. Best wishes, Darrel

...Native Spanish Speaker and Editor, you will play a crucial role in ensuring the quality and accuracy of our Spanish language content. We are seeking someone with excellent language skills, attention to detail, and a passion for delivering high-quality work. **Responsibilities:** - Proofreading and editing Spanish language content for grammar, punctuation, spelling, and style consistency. - Ensuring that all content adheres to linguistic standards and guidelines. - Providing feedback and suggestions to writers to improve the quality of their Spanish language content. - Collaborating with the content team to maintain consistency in tone, style, and messaging across all Spanish language materials. - Assisting with translation tasks as needed. **Requirem...

I'm in need of a creative freelancer to add Arabic text to existing Forex videos sourced from the internet. Key Requirements: - Add Arabic text to existing Forex videos, . - Enrich the video content with relevant, engaging and accurate Arabic text that aligns with the original video's content. Ideal Skills/Experience: - Proficiency in Arabic language. - Experience in video editing. - Familiarity with Forex terminology is a plus.

..., I will understand. Then I will understand and give login access you to my hosting, and your job and its price will be fixed at $25. I won't reply to anyone's bid; I've already wasted a lot of time. Whoever wants to work can create the same product page on their own and bid. I'll talk then, otherwise not. I'm looking for a skilled WordPress developer : I only need one page. It must have a product that functions like this one: I need same website landing page but just to reiterate, the functions are more important than the look. From custom wording to a handcrafted cover, the Personalized High School Diploma for Homeschools is an official document to honor your grad! Homeschool Diploma The product must be

...could provide what the attached 30 files (or a subset) show. 3. You could propose the capabilities as a specific spec for what the input text file contains. 4. You can make it a price depending of what it can do and list possibilities. 5. If there is an app that allows a TXT definition like what I am saying, then I would consider buying that, but I tried that and this gig is really for having it developed. Search for FLOWCHART and click on IMAGES and you'll see hundreds of examples. Include: 1. Source Code 2. Compiled Code 3. User documentation. 4. Technical (programmer) documentation: Technologies used, overall flow, for each function/subroutine what the input and output are. Should be 1-2 pages (the more the better.) 5. I get a week to test it. At first you can ...

I am looking for...an expert in AI, specifically with fine-tuning experience in Convolutional Neural Networks (CNN). My primary focus is on improving the accuracy of specific tasks in the field of Natural Language Processing (NLP). Key tasks for this project include: - Evaluate the current performance of the CNN on specific tasks - Implement fine-tuning protocols to enhance accuracy - Validate and optimize the model for our specific dataset Ideal freelancer must have: - Extensive knowledge and experience in Artificial Intelligence - Proficient with Convolutional Neural Networks - A strong understanding of Natural Language Processing - Proven track record with AI fine-tuning. Your core responsibility will be to adapt our current AI model to enhance its task accuracy in an...

I need a modern HTML front page designed with CSS. This page should include text, images, and videos all in a single, cohesive layout. Key points: - A single, modern, and sleek design - A user-friendly experience The ideal freelancer should be proficient in HTML and CSS, with an eye for modern, minimalist design. Experience in integrating text, images, and videos into a single, harmonious layout will be highly valued. The site should look like below

I am looking for help building my landing page design wordpress site. I have purchased the domain and theme plug-in (envato travel tour) but i need help installing it, and editing the home page. Then I need help editing a template for a tour page, where I can copy it and create similar other tour pages, along with a contact page and FAQ page after. I also need help installing a plug in where the site is GEO-blocked from Mexico and the US, along with yoast seo and maybe others.

...create calculator like on page : and implement to my page : It must be only for product in category a-typ. Formula: Width formula: Base price (always for the dimension 90x200) / 90 = value x desired width = price with VAT. Length formula: Calculated width price / 200 = value x desired length = price with VAT. here is JS for this from page dreambed. <script> function calculateCustomPrice(element) { const customPriceInput = ('js-custom-input'); let productId = , location = String() + '?productId=' + productId + '&do=calculateCustomPrice'; for (let input of customPriceInput) {

I require a data entry specialist who can assist with online data entry work. The data is sourced from websites and needs to be input into Word documents. Key Responsibilities: - Accurately transcribing data from websites into Word documents - Ensuring the data is organized and structured according to specific guidelines Ideal Skills and Experience: - Proficiency in data entry - Excellent typing and accuracy skills - Familiarity with web research - Experience with organizing data in Word documents Please note that attention to detail is crucial for this job, as the accuracy of the transcribed data is of utmost importance.