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    ...exclusion criteria and providing a document containing the output. The details of the literature search can be found in the following link. The candidate performing the job should be skilled in performing medical literature database searches, able to collate the results and write an academic document containing citations style of Vancouver Style. There is no restriction on the number of words. Requirements: - Conduct a thorough search on PubMed focusing on Medical Informatics - Provide a detailed summary of abstracts found in the search - Ensure the search is comprehensive and up-to-date Ideal Skills: - Proficiency in using PubMed - Knowledge and understanding of Medical Informatics - Ability to summarize and report on the search results Please ensure that you have experience

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    ...support as needed up to 30-40+ hour depending on the number of priorities for the week. In your bid, please include clearly and simply: 1. What free tools you will use to make calls in the US - there are many you can google and figure out. It must be working BEFORE you place your bid, and you must have TESTED it as well. Do not bid if you have no confidence here in a working tool with proof as you need to communicate. 2. What key strengths that you bring to the table that make you the right fit. 3. Your experience / skills 4. Set the duration of your bid to 30 days. 5. Bid your rate for a total of 30 days, NOT hourly or daily. The budget is ~$10 a month (per 30 days) for internship. Compensation increase after 30 days. Automatic or generic bids will be ignored. ...

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    New Logo for Brand Recognition 4 dager left
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    I need a new logo below is exactly how i want the logo to look: KEDROS Limited in the color purple within a blue ring and a watermark of the human anatomy positioned behind the company name in the colour pink

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    Multi-Source Grant Writer Needed 4 dager left
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    I need a proficient grant writer who can assist in making grant applications for different sectors: Government, Foundations and Corporate. Although I've not identified specific opportunities or funding sources, I'm seeking funding for corporate software development. Here's what I'm looking for: - Previous experience in writing and sourcing grant opportunities - Proven success in securing funding in government, foundation or corporate sectors - Strong research skills - Excellent written communication skills - Familiarity with software development sector would be a bonus. The writer should identify which grants we fit with, and then chart out strategy for approval. This is an opportunity for someone who understands the complexity of crafting successful grant applicatio...

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    ...Betting Interface: • A user-friendly interface where users can view upcoming games and place bets. • Options to bet on Team A to win, Team B to win, or a draw. • Real-time updates of betting odds based on the total amount bet on each outcome. 3. Bet Placement: • Users place bets using the platform’s native cryptocurrency token. • Users can bet any amount they wish. • Confirmation of bets and automatic deduction of tokens from the user’s wallet. 4. Pot Distribution: • After the game concludes, the total pot (the combined bets of all users) is distributed. • The winning selection’s pot receives the total amount from the losing selections’ pots minus a 5% fee. • Winnings are distributed to users in the w...

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    The project is deleted automatically by freelancer.com. Now I have created hourly project, because in hourly will be less commission deduction by freelancer. But I will turn off automatic tracking for us to make it smooth and lift out the time restriction. Please bid on the project and just bid with minimum hourly rates. Thanks.

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    I am looking for an experienced blockchain developer with expertise in the creation of Decentralized Applications (DApps). - The aim is to develop a DApp for our online cheque clearance and verification system. - Key features should include cheque scanning and image recognition, real-time verification with banking databases, and an audit trail with full transaction history. - Applicants should have a strong knowledge of smart contract development and proven experience with similar financial services applications. - The optimal freelancer would understand the ins and outs of creating secure, efficient, and user-friendly systems. Your bidding proposal should demonstrate your understanding of the special considerations needed for the financial industry particularly around data s...

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    I need an AI website that shows daily stock picks, weekly stock picks and monthly stock picks but there must be limited number of picks and there must be a paid version that shows special picks. For example, AI picks 10 stocks daily but shows only 7 of them, does not show the best first 3 stocks to buy and users need to pay monthly fee to see first 3 stocks.

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    I'm looking for an experienced professional capable of creating a stamp for commercial plans. This stamp will serve to verify compliance with building codes. Key requirements: - The stamp should reflect conformity with building codes. - Its primary application will be on commercial properties. Ideal candidate: Having a strong background in architectural drafting or similar fields would be a significant plus. Knowledge of commercial building regulations and codes is a must, as you need to understand the context where the stamp will be used.

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    ...elements appear as they should. Lastly, there is a problem with the automatic update of monthly posts on the homepage. It's visible only when you click ‘read more’ whereas it should appear readily on the homepage. I’m looking for a way around this, so viewers do not have to take the extra step of clicking 'read more' to see the recent posts. Skills and Experience Required: - Experience with WordPress AND GoDaddy platform - Expertise in mobile web design and troubleshooting - Strong understanding of responsive design - Proficiency in rectifying content display errors - Ability to ensure automatic updates on homepages. Overall, I need someone who knows WordPress, can adjust layouts, fix content display errors, and ensure automatic...

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    ...brand. The primary purpose of this logo is to enhance brand recognition, so it needs to be memorable and timeless. Key requirements: - Classic and traditional design: The logo should exude a sense of history and timelessness, appealing to a wide audience. - Online usage: The logo will be primarily used in online platforms such as websites and social media, so it needs to be scalable and easily recognizable in digital formats. Ideal skills and experience: - Proven experience in designing classic and traditional logos. - Understanding of branding principles and ability to create a logo that resonates with the brand's values. - Proficiency in creating logos for online platforms, ensuring they maintain their integrity and recognition across various digital mediums. ...

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    I need a skilled developer to integrate our custom in-house software with Oracle TimeCard. This is to allow for automated time entry. Key Requirements: - The integration should allow for automatic time entry from our custom in-house software to Oracle TimeCard. - The system should also enable the creation, updating, and deletion of timecard information in Oracle TimeCard. Ideal Skills: - Proficiency in Oracle TimeCard integration. - Experience with automated data transfer between systems. - Strong understanding of custom software integration.

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    I am looking for a talented graphic designer to create a modern, minimalist logo for my brand. The main purpose of the logo is to enhance brand recognition. Key Points: - Logo Style: I envision a modern and minimalist design - Color Scheme: The logo should incorporate soft and subtle pastel colors Ideal Skills: - Graphic Design - Logo Design - Branding - Understanding of color psychology and minimalism Experience: - Demonstrable experience in creating modern, minimalist logos - Previous work with pastel color schemes would be a plus - Proven track record in enhancing brand recognition through logo design Look forward to seeing your portfolio and ideas.

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    Brand Logo Design 3 dager left

    ...logo's primary function is to create a strong sense of brand recognition among our online audience, so it must be designed with online use in mind. Key Requirements: - Classic and Traditional Style: The logo needs to embody a classic and traditional aesthetic. I'm looking for a design that can stand the test of time and represents the values of my brand. - Online Use: The logo will be predominantly used online, on websites and social media. It's important that the design is adaptable to various online platforms and ensures solid digital visibility. Ideal Skills & Experience: - Strong design portfolio showcasing classic and traditional style - Proven track record in designing logos for online use - Understanding of brand recognition principles I'...

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    Auto Backtesting 6 dager left

    Automatic Backtest with given parameters

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    Swift Barcode Image Enhancement 3 dager left
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    I have a set of images with barcodes on them and I need specialized enhancements. Primarily, I'm seeking a freelancer with advanced image processing capabilities to make my barcodes highly readable. Specific Requirements: - Adjust the brightness of images to improve readability. - Enhance the colors for clarity. - Remove any background noise which may ...improve readability. - Enhance the colors for clarity. - Remove any background noise which may be obstructing the view of the barcodes. The ultimate goal is to make it easier to read the actual numbers under each barcode. As timing is imperative, I require this project to be completed ASAP. Ideal Skills & Experience: - Proficiency in Image Processing and Enhancement - Experience with Barcode Recognition - Excellent Sp...

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    I need an expert in Optical Character Recognition (OCR) technology to convert text from high-resolution, clear photographs to editable text. Key Project Details: - **Purpose**: The primary objective of this task is to extract data from various documents. - **Image Type**: The text extraction will specifically be from photographs of text. - **Image Quality**: All photographs are high resolution and clear. Ideal Skills and Experience: - Proficient in Optical Character Recognition (OCR) technology - Prior experience in extracting data from images - Excellent attention to detail to ensure accurate transcription - Ability to work efficiently with high-resolution images

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    Purchase Code Moderno – Fashion & Furniture Store WooCommerce Theme

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    I need a developer who can assist me in implementing Voice Activity Detection (VAD) for the Mulaw Format at 8000hz (streaming) Key Requirements: - Development of a robust VAD system that can accurately detect voice activity within the Mulaw audio streaming - The VAD system should be optimized for 8000hz audio quality - Prior experience in speech recognition and audio processing is highly preferred

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    I am in need of a skilled developer to create a group chat application that can be used on both Android and iOS platforms. The primary feature that is required for the app is text messaging. All users must be authenticated using phone number OTP. This project will require the following skills and experience: - Extensive experience with Flutter and mobile app development - Knowledge of implementing and customizing chat features - Proficiency in creating secure authentication systems, specifically phone number OTP - Past experience in developing cross-platform applications Ideal candidates will also have excellent communication skills, be able to work independently, and provide regular updates on progress. The successful candidate will not only be able to deliver a working ap...

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    I am in need of a professional who can create captivating marketing content to bolster our brand, generate leads, and engage two key audience segments: industry professionals and potential customers. The work will involve a mix of article writing, social media content cre...eye of potential customers Ideal Candidate: - Experience in creating marketing content for a B2B audience - Proficient in SEO techniques and keyword research - Ability to create aesthetically pleasing infographics - Skilled in writing and formatting engaging social media posts - Prior experience in lead generation content creation is a plus Your work will be pivotal in increasing our brand recognition and driving leads. If you possess the skills and creative flair for this task, I look forward to receiving your...

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    I have an existing WordPress website that needs further development. I'm looking for a skilled WordPress developer to take my website to the next level. The website is already built and fully functional, but now I need to enhance its features and usability. Key requirements: - Review the current website to understand its structure and functionality - Implement additional features and modifications as needed - Ensure that the website is user-friendly and responsive across devices - Potentially integrate e-commerce functionality if not already present Ideal candidate: - Proven experience in WordPress website development - Familiarity with e-commerce plugins and modules - Strong understanding of website design and usability - Excellent communication skills and ability to take initia...

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    I'm looking for a 5-6 page research paper focusing on image and video biometrics, specifically face, fingerprint, and iris recognition. The paper should explore the theoretical aspects of these biometric methods in the context of access control systems. The ideal candidate for this project should have: - Proficiency in biometrics, particularly face, fingerprint, and iris recognition - Strong research and analytical skills to perform a detailed theoretical analysis - Understanding of access control systems and their relation to biometrics - Excellent academic writing abilities to present the findings clearly and coherently The research paper should not only explain the underlying principles of these biometric methods but also delve into how they are utilized in access c...

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    I'm in need of a Google AdWords expert to help me generate leads and boost conversions at an affordable price. Key Project Details: - The campaign is aimed at both local and national customers. It's important that the specialist can tailor the ads to these specific audience segments. - The overall goal is to increase the number of leads the campaign brings in and to ensure a high conversion rate. Ideal Freelancer: - Proficient in Google AdWords and has a proven track record of generating leads and boosting conversions. - Experience in managing campaigns for both local and national customers. - Ability to work within a tight budget and still deliver effective results. - Strong analytical skills to constantly optimize the campaign for better performance. Please only bid...

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    I am seeking an experienced freelancer to code for an Industrial Automation System specifically focusing on manufacturing process control. Key Tasks: - Develop efficient code for my Industrial Automation System. - The code should aim at automating the manufacturing process control. - Testing the code for effectiveness and making necessary improvements. Skills and Experience: - Strong experience with IoT devices, especially industrial automation systems. - Exceptional coding skills, particularly in an industrial background. - Experience in manufacturing process control. - Ability to work quickly and effectively, as the project is needed ASAP. Experienced with Microsoft Azure Timeframe: The project should be completed as soon as possible. Applicants should ...

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    Looking for an innovative content creator who's skilled in developing engaging social media posts and videos. Given that our target audience spans both B2B and B2C markets, experience in crafting cross-market content is essential. The ultimate goal of the campaign is threefold: - Amassing greater brand recognition - Bolstering website traffic - Sumptuously generating leads Thus, a track record in successfully achieving these objectives would be a huge bonus. Applicants need to possess an understanding of market-specific appeals and be proficient in embracing a variety of social media platforms and video creation tools.

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    I'm in need of a membership portal that will store and display user profiles and membership levels. Key Requirements: - Data Display User profiles should be displayed in a detailed view Membership Levels Management I need the portal to support automatic upgrade/downgrade of membership levels Analytics: The membership portal should include analytics tracking to monitor membership trends and engagement. Ideal Skills: Proficiency in backend development Experience with data storage and retrieval - UX/UI Design skills for sophisticated data display - Knowledge of membership management systems - Understanding of analytics implementation in web applications Your involvement in this project would contribute significantly to my business's efficiency in managing and unde...

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    I'm seeking an experienced developer to create a custom Visual Studio Code extension tailored to my specific requirements. Key Features: - The extension should allow me to define my own set of rules - Specifically, I require the ability to create code formatting rules and code highlighting rules Rule Application: - The code formatting rules must be applicable both automatically upon file save and manually upon command execution. Ideal Skills: - Expertise in creating Visual Studio Code extensions - Proficiency in JavaScript and TypeScript - Prior experience with code formatting and syntax highlighting - Understanding of code linting and analysis - Strong communication skills to understand and implement my unique set of rules. Ple...

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    I'm looking to integrate Optical Character Recognition (OCR) into my web application. The primary goal is to automate data entry processes. The current application contains manual data entry. I am attaching a screenshot of how it is entered manually and a picture of the paper from which it is typed. OCR should be done automatically. We can take pictures with a mobile phone in a few seconds so that everything is finished. The application is in spring boot and angular. The database is mysql. Functionality for Taking Photos Using HTML5 and JavaScript, you can use an input element with the type file and the attribute accept="image/*" to allow users to take pictures of documents directly from the browser on a mobile device. Uploading the Image to the Server When a user...

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    ...historical orders The user I formation to register will be Full name Adresse IP adresse scanned during the registration Telephone number Admin Interface (web only) • Enable/disable users • User password reset functionality (user will receive an email for a reset password) • View user historical orders with a scrolldown list of users • Pause of the application in case of maintenance, so the users could not make orders • Show the number of orders and sum per country per day • Define price per countries Order module • Create/import a letter (mport from a pdf or an other type format such as word or just flat text maximum number of pages per order is 2 A4 format) • Type in an address of destination • Sel...

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    I need an adept freelancer who is skilled at using to help me set up automatic transfer of data from our Airtable booking system to Sage Business Cloud to automate invoicing. The data in question includes booking details and invoicing line items. Most of the system is up and running but we are currently stuck sending the invoices line items correctly. A deep understanding of both Airtable and Sage Business Cloud will be highly beneficial for this project. Applicants with experience in similar projects have an added advantage. Efficiency, accuracy, and attention to detail are vital for this task.

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    I am engrossed in studying a company's customer, product, and trucks data for my PhD research. Contemporary businesses encounter a significant challenge wherein their delivery trucks often travel from one region to another with insufficient loads (Half of the trucks are empty), resulting in inefficient use of resources. My research aims to minimize the number of empty or partially filled trucks traveling to those areas, particularly in the last-mile delivery process. Below is a list of stores. I kindly request you to extract the dataset from one of the listed companies. The list of stores is prioritized in order. 1- IKEA (IKEA store that located in Saudi Arabia) 2- Home Centre 3- Home Box

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    I'm in need of an original NLP model that can match the performance of XLNet but with a unique ...Elements: - The NLP model should be tailored for social media data from Twitter, Facebook, and Instagram. - It should be designed to tackle sentiment analysis, text classification, and named entity recognition tasks, similar to XLNet. - The model must be unique in its approach and not a reiteration of XLNet or any existing model. Ideal Freelancer: - Proven experience in creating NLP models from scratch - Extensive knowledge of XLNet and other advanced NLP models - Familiarity with social media data processing - Strong background in sentiment analysis, text classification, and named entity recognition - Excellent communication skills to ensure project objectives are met wit...

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    I'm on the lookout for a talented graphic designer to create a text and symbol integrated logo aimed at establishing strong brand identity. Skills Ideal for the Job: • Proven ex...to create a text and symbol integrated logo aimed at establishing strong brand identity. Skills Ideal for the Job: • Proven experience in graphic design • Vital knowledge in branding • Creativity, with an impressive portfolio of logo designs designed for brand boosting Description of The Task: • Design a combined text and symbol logo • The logo should appeal globally, and take our brand recognition to the next level Kindly, include samples of your previous works in your proposal. It's a plus if you've successfully handled same nature projects before. L...

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    ...app for both iOS and Android devices. The app main function will contribute to sparking discussions and interactions through cutting-edge features. Key Features: - User profiles to personalize the user experience. - Provisions for users to establish and manage 'Friend Connections' for continued interactions. - Messaging, ensuring both public and private interactions. - Peer-to-Peer Activity Recognition (PPAR) for enhancing user experience. - Live Streaming capabilities, vital for real time content sharing and interactions. - End-to-end (E2E) conversations, facilitating encrypted and private conversations. Ideal developers for this project would have experience in building apps with similar features, fluent in cross-platform development and have a good understanding ...

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    I'm seeking a talented developer to create a map on my website, showcasing numerous restaurants. This is a unique project as I don't want to use any tAPIs for this, so the developer would need to work from scratch. Key Project Req...display the name of the corresponding restaurant. - Scalability: The map should be able to handle over 20 restaurant markers effectively. Ideal Skills and Experience: - Proven experience in developing interactive maps - Proficiency in working without third-party APIs - Familiarity with integrating marker-based information display - Ability to create a scalable solution that can handle a large number of markers If you're confident in your ability to deliver a high-quality, fully functional map without relying on external APIs, I look for...

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    ...related content targeted towards parents and children. - Influencer Partnerships: Experience in identifying and collaborating with child-friendly influencers who can promote the game. - Google and Facebook Ads: Proficiency in managing ad campaigns on these platforms to effectively reach our target audience. - Main Objective: The primary goal of this marketing campaign is to enhance brand recognition and to gather more emails/ followers on Kickstarter before launch. The candidate should have a proven track record of executing brand awareness campaigns and be able to tailor strategies specifically to a my target audience. I'm looking for a candidate with a strong background in croud funding campaign. Experience with tabletop game promotion would be a huge plus, yet not a...

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    I'm in need of a membership portal that will store and display user profiles and membership levels. Key Requirements: - **Data Display**: User profiles should be displayed in a detailed view. - **Membership Levels Management**: I need the portal to support automatic upgrade/downgrade of membership levels. - **Analytics**: The membership portal should include analytics tracking to monitor membership trends and engagement. Ideal Skills: - Proficiency in backend development - Experience with data storage and retrieval - UX/UI Design skills for sophisticated data display - Knowledge of membership management systems - Understanding of analytics implementation in web applications Your involvement in this project would contribute significantly to my business's efficiency in m...

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    I'm looking for an expert in Fast Fourier Transformation and/or Wavelet Analysis to transform temperature readings into a frequency/bpm output. This project is intended for a research project I am ...files with temperature readings and time stamps). Ideal skills for this project include: - Proficiency in Fast Fourier Transformation and Wavelet Analysis. - Strong command of R programming language for generating the output in R code. Maximum budget for this project is $100 USD. Required turn around will be approximately one week (the sooner, the better). Unfortunately I have had a lot of bad luck with people not completing the requirements/promised end result, so please only contact me if you fit the above brief and have the required skillset. Any automatic bids will b...

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    I'm currently in need of an experienced Graphic Designer specializing in branding design. The key tasks involved are: - Logo design: I want a unique, catchy logo that stands out and ensures brand recognition. - Product Packaging: The packaging design needs to be appealing and represent what our product stands for in a striking manner. - Business Cards and Stationery: I am after a professional, coherent design that aligns with the overall brand image. I have left the core message of our branding open to interpretation; I would like to see proposals encompassing the overall feel of our brand. Ideal Skills: - Branding expertise - Creative flair - Attention to detail - Knowledge of latest design trends Having a strong portfolio showcasing these tasks' previous work would b...

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    I need an experienced developer to fix current issues with my ansible code. Facing two primary challenges: 1. Connectivity issues: My ansible code fails to establish a steady connection during its runtime. 2. CMDB Retrieval Issue: There's a problem retrieving data from the Configuration Management Database (CMDB). The data is being accessed directly from the CMDB rather than through any API. Ideal Skills - In-depth understanding of ansible code - Experience with CMDB - Knowledge in data retrieval procedures Please note there are no specific authentication or permissions involved. All the data access is being done using direct file access. Your task would be to streamline this process and solve the prevailing issues.

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    ...involves a number of critical responsibilities and requirements, which I will outline below. Responsibilities: - Conducting thorough market research to identify trends, audience preferences, and competitors' strategies. - Optimizing our marketing campaigns for maximum impact and reach. - Managing our social media accounts, specifically on Facebook and Twitter, to promote brand visibility. Ideal Candidate: - Proficient in data analysis and market research to provide actionable insights. - Experienced in campaign optimization to ensure our efforts are efficient and effective. - Skilled in managing social media accounts, with a focus on Facebook and Twitter, to bolster brand awareness. The ultimate goal of this role is to significantly improve our brand's visibility and...

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    AI Driven Video Processing Project 3 dager left
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    I'm looking for an experienced develop...this project is to create a video processing system that could understand video content and generate a talking video avatar. - **Tasks**: The AI system should be capable of performing three key tasks: facial recognition, text extraction, and converting the extracted text + video into a talking video avatar. - **Output Format**: The desired output format for the generated talking video avatar is MP4. Ideal candidates should have: - Proven experience in artificial intelligence, particularly in video processing and generation of talking video avatars. - Proficiency in facial recognition and text extraction. - Familiarity with various video formats, particularly MP4. - Strong problem-solving skills and the ability to work with cutt...

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    As part of my urgent project, I'm looking for an AI developer proficient in automatic scoring and evaluation with a strong understanding of the IELTS exam format. The aim is to build a comprehensive system capable of: - Precisely grading the speaking and writing sections of the IELTS exam - Identifying areas of improvement for each test-taker - Providing detailed individual feedback - Including evaluations for reading and listening sections For success in this project, familiarity with Natural Language Processing (NLP), Machine Learning, language testing, and proficiency in various AI programming languages is essential. Previous experience in educational AI software development such as automated grading systems will be highly regarded. Required Skills: - AI development - ...

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    ...memorable logo for brand recognition and professional appeal. Although I do have a few concept ideas in mind, I need expert assistance to bring those ideas to life. Key Responsibilities: - Collaborate with me to refine and expand my preliminary logo ideas. - Generate a unique and creative design, leaning towards the wordmark style. - Develop a professionally appealing and memorable logo using Canva Pro. Ideal Skills and Experience: - Proficiency with Canva Pro - Proven experience in wordmark logo design - Solid understanding of brand development and color theory - Exceptional creativity and innovation - Excellent communication skills. I'm looking for someone who can transform my ideas into a sophisticated wordmark logo that will enhance the image and recognition...

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    I'm seeking an experienced software developer with in-depth knowledge of AutoIt EXE files. The main goal is to unpack a specific AutoIt EXE version, 3.3.13 and help code in other languages (C# prefered) Skills and experience required: - Proficiency in AutoIt, especially in unpacking and analyzing its executables. - Strong understanding of Windows OS, as the unpacking should be done on a Windows machine. - Experience in producing detailed technical documentation is crucial, as I require comprehensive documentation on the process. In summary, the project involves: - Unpacking an AutoIt EXE 3.3.13 for code analysis. - Documentation of the unpacking process in detail. Please include your relevant experience and the estimated time frame for completing this task in your bid...

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    ...to gain a comprehensive understanding of how users interact with my site. This includes their journey through different pages and their engagement levels. - **Traffic Sources and Volumes:** I aim to analyze the sources of traffic to my website as well as the volume from each source. This will help me identify which channels are most effective in driving traffic. - **Visitor Engagement Metrics:** I'm particularly interested in understanding visitor engagement metrics. This includes the time spent on the site, the number of pages visited, and the bounce rate. This project doesn't have specific goals or metrics to track, it's more about providing insights into how users are interacting with the site. The ideal candidate for this project should have: - Pro...

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    I am seeking a skilled digital marketer to help increase brand awareness for my makeup brand among young adults aged 18-24. The primary focus of this project is to develop and manage an advertis...be able to: - Develop a comprehensive advertising strategy that effectively targets the specified audience. - Create engaging and visually appealing content that resonates with young adults. - Monitor and adjust the campaign based on its performance and audience engagement. - Ensure the campaign aligns with the brand's values and aesthetics. This project aims to increase the visibility and recognition of the brand among the specified target demographic. The successful freelancer will play a crucial role in driving brand awareness and establishing a strong online presence within the m...

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    I'm working on a Python project that involves ML and NLP. The code currently has a number of errors that need to be rectified. Key Points: - The errors are a mix of syntax, runtime, and logic errors. This will require a comprehensive understanding of Python and how it works within the context of ML and NLP. - The code utilises TensorFlow and Keras for the ML components. Experience with these libraries are essential to identify and fix errors. - The input format for the code is text data, so experience in handling and processing this kind of data is necessary. If you're a Python expert with experience in ML, NLP, TensorFlow and Keras, and you're confident in your debugging abilities, I'd love to hear from you.

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