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    I require a skilled software developer with proficiency in language support and integration to build a custom standalone Text to Voice AI and Voice to Text software for use on Windows. This software should allow us to integrate our own voice and should be adaptable to our specific needs. Key Features: - Support for English, Sanskrit and Hindi languages - Ability to integrate with other software platforms - Customizable voice tones to meet diverse content needs - Compatibility with Windows and MAC systems This project is aimed at enabling our YouTube channel to provide custom content and improving our viewer’s experience. The ideal freelancer would have experience in developing similar software, a solid understanding of language processing, as well as strong famili...

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    In this project, I need a savvy software designer who can effectively implement a deep learning model into a desktop application. Key Project Requirements: - Proficient understanding and usage of various programming languages. The best-suited language for this task will be your decision. - Significant experience in machine learning, specifically in the realm of deep learning is essential. You will be working on incorporating a deep learning model, hence prior experience in the same will be a huge asset. - Expertise in developing Graphical User Interface is necessary, as I envision a GUI for this application. Background in user-experience design for desktop software is highly desirable. By the end of this project, I expect a fully operational desktop application that includes a...

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    ...looking for a talented app developer to create a cutting-edge mobile application for my Hindi news website. The primary platforms I am targeting are iOS and Android. Key Features: - Push Notifications: I want the app to have an efficient system for sending breaking news alerts that will keep users informed and engaged. - Offline Reading Mode: It's important for my users to be able to access news articles even when they're not connected to the internet. Design and Branding: I have a specific design and branding guidelines in mind for the app. It is important that the final product aligns with these to ensure a consistent and professional image for my news channel. Ideal Skills and Experience: - Proven experience in developing iOS and Android apps. - Familiarity with...

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    I'm in search of an expert app developer who can help me create a produ...text will be sent to GPT - GPT Gives the answer to the user. Key Requirements: - I want to work with a freelancer not a Agency. - The app needs to be developed for both IOS and Android. - Specialized AI skills are crucial, specifically expert knowledge of OCR for text recognition and GPT-3 or GPT-4 for language prediction. -App needs to work seamless and the data handled correctly. Skills and Experience: - Extensive experience with AI and OCR integrations. - Familiarity with language prediction tools such as GPT-3 or GPT-4. - history of developing apps for both IOS and Android. Please note, before commencing the project, I would like to schedule a video chat to further discuss project and g...

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    As an educator, I am looking for a skilled translator to convert my PDF materials from English into Mexican Spanish. Requirements: - Proficient in English and Venezuelan Spanish language - Able to preserve key formatting while focusing primarily on accurate translation of content - Experience in educational material translation is advantageous - Careful attention to detail in mirroring the original document's structure The primary aim is to provide accessible study tools for my Spanish-speaking students. I appreciate translations that maintain the integrity and intent of the original message, while respecting linguistic and cultural nuances of Mexican Spanish. Freelancers with experience in the educational field are preferred. Please submit your proposals ...

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    In this project, we're aiming to categorize video transcripts, identify key topics, and enhance the searchability of video content. The main goal is to differentiate between questions and sentences contained within a video transcription CSV data...performance using an ROC curve. - The differentiation of the content type should be indicated in the 'label' column. The value can be 'question' for sentences that are actually questions, and 'sentence' for regular statements. - Development of a RESTful API with Flask. - Dockerization of the API. Ideal candidates for this project should have: - Proficiency in python and libraries used for Natural Language Processing. - Experience in utilizing machine learning models. - Understanding of RESTful API creat...

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    Many text-based AI programs utilize character cards for loading chat personalities and RPG scenarios. Though there is an informal standard for these character cards, no offline software exists to manage or create them. I would like a simple platform-independent character card browser and editor. Python is probably sufficient, but I am willing to consider the use of any other programming language that is freely usable on windows/linux/mac. Character cards consist of a PNG image and JSON character information. The JSON is embedded in the PNG metadata (somehow). The full character card V2 spec can be found here: An example of a web-based character card V2 creator can be found here. This should give you an idea of how exactly the

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    I am seeking a skilled programmer and designer to help me develop a home automation sys...to help me develop a home automation system within the home assistant open source platform that will control key aspects of my home. Key Points: - I require expertise in Python - A web-based interface is the preferred control interface - The system will need to manage lighting, security and surveillance, HVAC Ideal skills and experience for this job include: - Proficient in Python programming language - Experience in designing user-friendly web-based interfaces - A background in home automation systems would be advantageous - Knowledge of lighting, security and surveillance, and HVAC systems would be beneficial. Please note that the most important aspect is the quality and reliability of t...

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    I am seeking an experienced copywriter to create compelling and informative product descriptions within the tech industry. Key details: - The primary purpose of this project is content creation. - You will be drafting product descriptions, hence I require someone with a knack for making tech-oriented products understandable and ap...this project is content creation. - You will be drafting product descriptions, hence I require someone with a knack for making tech-oriented products understandable and appealing to a general audience. Ideal Candidate: - Previous experience in copywriting, preferably within tech products. - Ability to translate technical specifications into engaging copy. - Deep understanding of tech industry language and jargon. - Commitment to meet timelines ef...

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    I'm in search of Simplified Chinese learners who aim to improve their Chinese or maintain Chinese language level. I provide four ocurses options including Advanced Chinese (B2 and above), complete and systematic courses targeting beginners and intermediate levels, busines chinese, speaking and listening only. I will design customized learning plans baccording to your aimes and needs. The tutoring session takes place online whether the location you are based. Information about myself: 1. Native Chinese speaker and now a Chinese teacher, graduated from a Chinese university in 2015; 2. Graduated from EDHEC Business School in 2023 and now live in France. 3. My job is a project manager. I love to help others in their learning process, and I position myself as your course partner, ...

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    ...content creator, you'll enjoy the freedom to make inspiring content from anywhere, reaching our wide audience. Script and Video Ideas will be given. Responsibilities: - Create lots of different content, like videos and photos that grab attention. - Work with teams to come up with new content ideas that will impress people. Qualifications: - Be good at writing and speaking in English and a extra language for clear communication. - Always meet deadlines and can work well on your own. - Have great communication skills and work well with others. - Applicants from Vietnam, Cambodia, Philippines, India, Indonesia, Japan, Thailand are preferred. What We Offer: - Work where you want, at home or any place that sparks your creativity. - A supportive team that values what you do....

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    ...for a seasoned Project Designer with a strong understanding of options to conduct an intensive research. Expertise working on softwares, call center, robocaller and conversational AI outbound calls for call center. The ideal candidate should have a proven track record in creating, managing or implementing cloud-based robo calling systems and also conversational AI calls that is good with asian language, especially Bahasa Indonesia. the subject of the research must have : telephony (SIP/VOIP) a working AI model or open to integrations with AI Basic Telco Services features such as, Campaign Calls, scheduler, call recorder) Wide system integration capability Macro/logic/script editing(for robo caller,pre recorder or AI generated TTS) white label ready or not. KPI analysis The Go...

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    ...branding design for a new product aimed at young adults aged 18-24. This is a crucial step in our product launch strategy, as the design will directly influence our target audience's perception and trust in our brand. Key Project Deliverables: - Logo Design: Develop a modern, dynamic and memorable logo that resonates with the young adult demographic. - Visual Identity: Create a consistent visual language that includes color schemes, typography, and key design elements. - Brand Guidelines: Compile a comprehensive set of brand guidelines to ensure consistent application across all marketing materials. Ideal Candidate: - Proven experience in branding design, particularly for products targeting young adults. - Strong understanding of youth culture, trends and visual preference...

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    Swahili Ended

    10 Euros for the translation Job.

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    I am looking for an adept Android developer to integrate foreground features into a policy renewal application. The key purpose is to display real-time policy renewal information. I expect optimal user-experience enhancement. Required skills include proficiency in creating user authentication, developing push notifications and capturing in-app purchases. Please note, the completion timeline is just one day. Candidates must be able to deliver within this time frame.

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    ...effective communication and accurate assessment of candidates' responses. Core Requirements: Fluent in English: Exceptional command of the English language is essential. You must be able to understand nuances, engage in clear communication, and accurately interpret and document the candidates' responses. Interview Conduct: Schedule and conduct video and phone interviews, ensuring a professional and proficient use of English throughout the conversation. Adherence to SOP: Meticulously follow the provided SOP for each interview, which includes asking predetermined questions in English and assessing candidates' responses with a keen understanding of language subtleties. Documentation and Feedback: Accurately document candidates’ answers in English and pr...

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    I'm in need of a professional who can adeptly type out German text from a PDF, for the purpose of translation. The ideal candidate will not only have strong familiarity with the German language, but also have expertise in technical or professional language, reflecting the complexity of the text to work with. Note that while the task does not require maintaining the exact formatting of the original document, it's crucial to accurately convey the technical terms used and retain their meaning. Required skills and experience: - Native or fluent German - Proficiency in technical language related to a professional field

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    I'm seeking an experienced Rust developer capable of working with AWS Lambda to assist with an API integration. We currently have REST API build on top of AWS Lambda written in Javascr...to assist with an API integration. We currently have REST API build on top of AWS Lambda written in Javascript (Nodejs). Due to performance and compatibility issues we plan to rewrite few functions. Key Responsibilities: - Implementing API integration using AWS Lambda - Ensuring data exchange and server-side processes are seamless and efficient Ideal Skills: - Proficient in Rust programming language - Experienced in AWS Lambda and serverless architecture - Strong understanding of API integration and data flow - Familiar with best practices for secure and efficient data processing in a serverl...

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    We are a consumer research company based in Ireland and we run projects in various countries worldwide. Currently, we have a project in Costa Rica and we are looking for a person who is fluent in English and Costa Rican Spanish to help us out by proofreading some text from English to Costa Rican Spanish. The payment is 12 euros/hour.

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    ...professional who can develop a custom GPT-enabled chatbot, tailored for a product description matching app. Key Tasks: - The chatbot's core purpose will be to perform keyword analysis and category matching, which means it must be capable of scrutinizing and comparing product descriptions effectively. Crucial Skills and Experience: - Custom GPT based on existing commercial offers - Natural Language Processing (NLP) - Keyword Analysis - Category Matching The right freelancer for this project will have a strong understanding of chatbot development and relevant experience with GPT models. Experience in using these technologies for product matching purposes will be highly advantageous. Demonstration of past successful projects of similar nature would also be appealing. Main...

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    I'm looking for a...construct an interactive beginner's Spanish course for me. Specifically, the course materials should be formatted as video lectures. Key Expectations: - Deep understanding of Spanish language and culture - Experience in creating engaging video content for educational purposes - Familiarity with principles of language teaching and curriculum design Your task will include, but won't be limited to: - Creating a comprehensive course layout for absolute beginners - Producing engaging video lectures - Incorporating visual aids to support comprehension Experience in educational content creation, especially language courses, is a must. To do this project, it would be beneficial if you are a native Spanish speaker having a solid foundat...

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    I've developed a keen interest in learning Thai as I intend to travel. Being at a beginner level, I am looking for an expert who can teach Thai from scratc...at a beginner level, I am looking for an expert who can teach Thai from scratch. I believe interactive exercises would provide the most effective learning experience. Please note I am NOT looking for content translation ... I am looking for a qualified Thai Language teacher Ideal Skills: - Fluent Thai and English speaker - Experience in language teaching, specifically Thai - Proven track record in developing beginner level students - Ability to provide interactive, engaging exercises to aid learning By the end of this project, I aim to have a strong foundation in the Thai language, sufficient for ...

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    I am looking for expert Social Media Handlers for managing and posting content on Facebook, Twitter, and Instagram for a leading FMCG brand in Andhra Pradesh an...Manage our brand's Facebook, Twitter, and Instagram accounts. - Develop and post content three times a week. - All communications and posts will be in Telugu only. Ideal Candidate: - Excellent knowledge of Facebook, Twitter, and Instagram functionalities. - Skilled in creating engaging content in Telugu. - Experience in managing social media for FMCG brands is a plus. - Must be fluent in Telugu language. Please, ensure your bid reflects your expertise in managing these specific tasks. This is an opportunity for you to work with a leading FMCG brand in Andhra Pradesh and Telangana. I am looking forward to receiving ...

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    I need an experienced translator who can help me with a medical report translation from Portuguese to English. Key Requirements: - Translation of a 7-page medical report in a clear, concise, and accurate manner. - Proficiency in both the Portuguese and English languages. - Ideally, background in psychology or medical field to ensure technical terms are translated accurately. - No specific formatting requirements for the translated report. The deadline for this project is within 2 weeks. The ideal candidate should be able to meet this deadline without compromising the quality of the translation. Please include samples of previous translations in your proposal.

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    I require a professional and versatile translator proficient in Japanese to English translation. The scope of this project spans across various types of translations namely general, technical and legal. * **Subject Matter**: The documents chiefly fall under business and marketing. Thus, prior experience or acumen in these fields would be ideal. A demonstrable understanding of Japanese business terminology and marketing jargon will be highly valued. * **Document Formats**: The documents for translation will be provided in formats including Word documents, PDFs and Excel spreadsheets. Adequate experience in processing and formatting these types of documents for translation is essential. This is a comprehensive task requiring a deep knowledge of Japanese business and m...

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    I am in need of a skilled AI developer who has from Canada,us and Australia and has a wealth of experience in Machine Learning, Natural Language Processing, and Computer Vision. The core function of the AI model you'll be working on is account creation, with a strong focus on image recognition. Ideally, you should have: - A strong background in developing AI for web applications, particularly in creating user accounts. - Proven expertise and practical experience in Machine Learning, Natural Language Processing, and Computer Vision. - Solid experience in image recognition to facilitate account creation. This project does not involve tracking any specific objects. Your primary task will be to develop an AI that can effectively and efficiently handle account creation on o...

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    ...implementing, maintaining and designing websites using WordPress and Woocommerce. and who has GOOD brand skills and can maintain FAST LOADING sites with Wordpress. Someone with experience in WordPress editors such as Elementor, Gutenberg, DIVI, WP Bakery, Classic. and very strong in coding such as HTML, CSS, JS for frontend, PHP. Experience in multi-store, product and service booking, multi-language sites, multi-currency, catalogs, ticketing, e-commerce (stripe integration), SMS/Email integration and automation is important. For this particular project, there is a need to: 1, Update and refresh brand and product content in WordPress. (Strong coding skills required) 2. Integration of e-commerce payment gateway (Stripe) 3. Module Integration: I want to integrate seve...

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    ...replies to complex inquiries using the technical data sheets of my product (household/car cleaning products), advancing beyond simple text responses. The ideal candidate has a strong background in Python, chatbot development, AI, and machine learning. Familiarity with GPT (Generative Pre-trained Transformer) models will be highly advantageous. Your experience in conversation analysis and natural language processing (NLP) will be crucial for enriching the functionality of the chatbot....

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    I'm looking for a professional who can swiftly teach a computer to comprehend human language using Python or any other suitable programming language. Key Responsibilities: - Implementing text classification, sentiment analysis, and named entity recognition within the NLP model - Developing an effective teaching method that enables the computer to interpret and respond to human language inputs Experience and Skills: - Proven expertise in Natural Language Processing (NLP) and machine learning - Proficiency in Python or another programming language commonly used for NLP - Strong ability to develop and implement text classification, sentiment analysis, and named entity recognition algorithms - Demonstrated experience in creating and training NLP models...

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    ...transport service website into fruition. This is not your run-of-the-mill project as it's meant to have both functionalities: showcasing and booking car transport services. Key Features: - Display of Service Descriptions and Prices: The website should provide detailed explanations of each service we offer, along with the respective pricing. An engaging, straightforward approach that uses clear language would be ideal. - Car Varieties: Our fleet is vast, and each vehicle type we offer appeals to a different customer base. Your task will be to present this information in a well-structured, enticing way that's easy for customers to navigate. - Customer Reviews: We're proud of our high level of service, and we want to showcase the positive experiences our prior cu...

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    I am seeking an experienced writer with excellent command of English language to edit my social media posts. These posts are primarily humorous and entertaining, thus, the editor must be proficient in adding fun elements without altering the actual sense of the message. I am looking for a vibrant, engaging style that can captivate my audience. Skills and Experience: - Expertise in English language grammar and syntax - Experience in editing social media content - Ability to maintain a humorous, engaging tone - Good understanding of the dynamics of social media engagement.

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    I need a photoshop editor just a small edit need a skilled freelancer. Looking forward to finding a skilled freelancer for this quick,work..

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    We are looking for someone to code in Alchitry Labs using Lucid programming language for our 2 player game. The game consists of 3 led lights, 6 buttons (3 set for each) player {in yellow, red, and green colors}, and we will be using a 4 digit seven segment dispaly which will divided in the middle {2 digits will show the score for player A and 2 digits will show the same for player B}. The game starts by random turning on of any one of the led lights. The person who presses the correct the color button corresponding to the lit on led light gets point incremented by 1. Once the person presses the correct button the led will turn off and another random led will turn on. The points go from 0 to 99. If a person presses the wrong button his score will get reverted to zero. The game ends ...

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    I'm spearheading an educational project that entails the adaption and translation of English rhymes into Spanish. These will serve an audience of preschool children aged between 3-5 years. The successful freelancer should be: - Proficient in both English and Spanish translation with exceptional grammatical skills - Familiar with writing and adapting content for young children - Experienced in creating rhymes and song scripts especially for preschool education, thus grasping the level of comprehension and enjoyment for this age group. Critical tasks involve: - Translating English nursery rhymes into Spanish while maintaining the rhythm - Constructing age-appropriate rhymes with an educational undertone. Your expertise would contribute significantly to making learning...

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    I need an OCR reader developed to extract text from digitally created PDF files. The main objective of this task is to help in data analysis. Key Aspects: -C# as the preferred language for development. -Ability to extract and interpret text from digitally-created PDFs effectively. -The final output should support data analysis. Ideal freelancer: -Proficiency in C#. -Experience with OCR technology. -Background in data analysis.

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    I'm in need of creative freelance linguists to beautifully adapt and translate children's ...smoothness and musicality in English. Ideal skills and experience: - Proficiency in English and Portuguese - A strong grasp of both languages' poetic structures - Previous experience in translation actions, ideally including children's literature or educational material - Creativity and the willingness to think outside the box; the aim is not a verbatim translation, but a version that reads as though it were originally written in English. Your role will be instrumental in shaping engaging and educational content for children, and will require both precision and creativity. If you enjoy working with language and fostering a love for learning through liter...

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    As an educator, I am looking for a skilled translator to convert my PDF materials from English into Mexican Spanish. Requirements: - Proficient in English and Venezuelan Spanish language - Able to preserve key formatting while focusing primarily on accurate translation of content - Experience in educational material translation is advantageous - Careful attention to detail in mirroring the original document's structure The primary aim is to provide accessible study tools for my Spanish-speaking students. I appreciate translations that maintain the integrity and intent of the original message, while respecting linguistic and cultural nuances of Mexican Spanish. Freelancers with experience in the educational field are preferred. Please submit your proposals ...

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    ...at least 50 blogs/articles of 500/1000/2000 words for us. At Start, We will pay you 75 INR for 500 words. If you perform well then after or before 35000 words. We will increase it to 100 INR for 500 words up to 70000 words. Then 120 INR per 500 words up to 70000 words. After successful completion of 70000 words, the rate will be INR 150 per 500 words, Also, if you are an outstanding writer then we can hire you as our permanent content writer and will provide you a fixed salary per Month. The increment will stop/decrease if you degrade the quality of the articles after the increment. Articles must be informative and interesting. You have to write at least 1000 words per day. Mention the word "Writer" in your bid proposal so that we know that you read the p...

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    I'm in search of an accomplished content writer well-versed in viral Indian entertainment. The writer will focus on: - Bollywood - TV series - All viral Indian entertainment happenings Key responsibilities and requirements: - Generate and develop fresh, engaging content on a daily basis, possibly 1-2 articles depending on the day. - Each article should range from 500-800 words. - The writer should not only be competent in writing but also in finding suitable and interesting content. - Previous experience writing for entertainment, particularly Indian-focused, is highly desirable. Crucially, the candidate must have a sharp sense for what's trending in Indian entertainment. Your writing should be rich, informative and have the ability to go viral. Professionals with a pa...

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    I'm looking to commission both a unique and impactful logo and trustworthy slogan for my brand, AVEC. Logo: - Focus on the colors Blue and Red. - An innovative play on the letter 'A' with a 'V' in the center, conceptualizing a tick, is required for the logo. Slogan: ...impactful logo and trustworthy slogan for my brand, AVEC. Logo: - Focus on the colors Blue and Red. - An innovative play on the letter 'A' with a 'V' in the center, conceptualizing a tick, is required for the logo. Slogan: - The slogan would be "Aspire by Vision". This should communicate trust and motivation to our audience. Ideal skills: - Strong graphic design skills. - Understanding the visual language of brands. - Experience creating successful logos an...

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    ABOUT THE ROLE We are creating a new show! An epic exploration of possibilities. science FICTION series OF hypothetical worlds and possibilities, some in distant corners of the universe, others right here on Earth. We ...needs an enthusiast who's not afraid to deep dive into scientific research. You'll help us create credible, fascinating content. 3. Storytelling Abilities: Beyond raw facts, I want our series to tell engaging stories. Draw on your storytelling skills to create vivid, memorable scripts that resonate with our viewers. If you can seamlessly merge science and fiction, I'd love to hear from you! Language Requirements Candidates must be fluent in: English Sample YouTube Videos

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    I'm in need of a comprehensive cryptocurrency price prediction analysis, specifically focusing on Bitcoin. The analysis will be based on historical data spanning the last 5 years. Key deliverables: - The final report should be in word doc format. - The analysis should be detailed, including the employment of charts and graphs. - In python language used as programming language Ideal Skills for this project: - Strong background in data analysis and research. - Experience in cryptocurrency market analysis. - Proficiency in creating detailed reports with charts and graphs. If you're confident in your abilities to deliver an insightful, data-driven prediction analysis, I'd love to hear from you.

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    like furniture lamps rugs small stands More details: What is the primary language that the logo should be designed in? Both Which style do you prefer for your logo? Playful and Fun Do you have any specific imagery in mind for the logo? Furniture piece, Decorative item

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    I'm looking for a talented translator who can help me with translating English content into Spanish. Specifically, the content will be for websites, so it's crucial that the translator has a good understanding of web-related terminologies. Key requirements: - English to Spanish translation expertise - Experience in translating website content - Ability to maintain the original context and style - Familiarity with basic SEO principles is a plus The translation quality will be verified through a peer review by another translator. This means that the translated content should be accurate, free from errors, and sound natural to native speakers. If you have the skills and experience for this job, I'd love to see some samples of your previous work. Looking forwa...

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    ... that's also fine. I'll help with it. The further supportive Blog Articles should be created for each service page. I think 2-5 blog articles for each service to help boost it. Finding some keywords that are easy to rank and writing a comprehensive article to rank first for that keyword. And then adding backlink to that main service page from this easy to rank blog article. I want to publish 1-2 pages per week, which means writing 3k-5k words per week. I hope this gives you enough info to make a decision whether you can do this kind of work or not. Someone with some technical background is preferred. Make sure you share some samples of your work for both kind of Content 1. Web Pages (Landing Pages) 2. Blog Articles Share screenshots of SERP showing...

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    More details: What is the subject or genre of your non-fiction book? Self-help What level of proofreading do you want for your book? Moderate grammar, punctuation and language enhancement Do you have a style guide or specific formatting standards? No specific style

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    You will be given 5 articles, submit each of the articles to 10 High DA (60+) websites. You create accounts on 50 High DA (60+) Websites with our email address (hello@MandarinNu com) We will own these accounts, log in and modify articals in the future. If you need assistance in the registration process, like to get verify code in the account registration email, we will be here to help. We agree to be using the following tool to verify DA score, links from low DA websites will not be counted. 【Hand-In】 You need to submit me an excel file specifying 50 links of the articles that we can check, with account/password of those websites.

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    ...creative eye to work on content revision and keyword addition to my current resume. Primary Responsibilities: - Revise the current content to improve overall quality and accuracy. - Add industry-specific keywords to increase visibility and relevancy. Required Skills: - Creativity: The tone of the resume should be creative yet maintain a professional appeal. - Editing: Strong command over language, grammar and punctuation. - Current industry knowledge: Familiarity with industry-specific keywords and trends is a plus. Resume Layout: - I desire a traditional layout that, while uncluttered and professional, manages to stand out. This project is perfect for someone who enjoys crafting creative professional documents and has an eye for detail. Prior experience in resume editing...

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    I'm in need of an artist who is adept at creating cartoon-style illustrations. Specifically, I require an image of a mouse standing on its hind legs and chewing on wires. This should be realized in a monochrome color scheme. Experienced illustrators with a knack for cartoons and great attention to detail are prefer...detail are preferred. Here's what I'm looking for: - A caricatured cartoon-style mouse - Mouse should be standing and chewing on wires, - Illustration to be done in monochrome colors - A visually striking and endearing image -Looking for a logo/illustration for an Automotive Business Please include samples of past cartoon work in your bids. A comic style would be ideal. I don't have a shape/language style preference - feel free to interpret this...

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