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    ...continuous and Learning a focus on delivering high-quality IT services and products, we strive to empower organizations to streamline their operations and enhance repetitive tasks in automation. Job Description: We are seeking a motivated and results-driven Sales Executive to join our team. The ideal candidate will be passionate about technology and possess excellent communication and negotiation skills. As a Sales Executive, you will play a key role in driving sales growth by identifying and pursuing new business opportunities. Responsibilities: Identify and prospect potential clients in needs of DevOps or DevSecOps space. Build and maintain strong relationships with key decision-makers. Understand clients' ne...

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    I'm a website owner looking to increase traffic to my company Presentation website (language is ROMANIAN) through Google search engine optimization techniques. Key requirements include: - Enhancing my website's visibility on Google search results. - Implementing SEO strategies that will drive more traffic to my news articles. - Language is ROMANIAN Ideal candidate should have: - Proven experience with SEO strategies that specifically target Google. - A strong understanding of the news publishing industry. - Ability to optimize news content for search engines.

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    I have a course I am making. it requires 3000 words to be written in English. It will need APA references and I will be selling the course. The course is a leadership course. I will be using plagiarism checker, ai checker and paraphrase checker to ensure no short cuts are taken. So no chat GPT or quillbot should be used to write the content. If you are interested please bid.

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    ...with VMware, Windows, and Autopsy to help me with a project where I need to encrypt a file to demonstrate encryption techniques. Key Requirements: - Programming for file encryption - Report writing for evidence - Experience with VMware, Windows, and Autopsy The primary goal of the project is to demonstrate encryption techniques. The job entails programming a method for encrypting a file using a language of your choice - I have no preference on the language - and then carefully documenting the process in a written report which will be used as evidence. As the report will be used for evidence, it needs to be detailed and written in a clear and professional manner. Please only apply if you have experience in both programming for encryp...

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    I am seeking an experienced graphic designer to create a modern and minimalistic logo for my organization, XYZ. - Skills and Experience: The ideal candidate will have strong experience in logo design, particularly in the field of minimalism. A sharp eye for color and a knack for modern design styles are essential. - Project Specifics: For the logo, I want a vibrant, colorful color scheme that can visually engage our brand's community. While the design should be minimalistic, it should also be eye-catching and make a strong, memorable impression. - Deliverables: I expect the final design to be delivered in various formats suitable for print and digital use, including .AI, .JPG, .PNG, and .EPS formats. Your portfolio showca...

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    I'm looking for a talented writer to help me create an in-depth scientific paper. The spe...The specific details of the project are as follows: - Topic: The paper will be centered around a scientific subject. - Depth: I need the writer to provide an in-depth analysis of the chosen topic. This includes comprehensive research and critical thinking. - Audience: The target audience for this paper is academic peers, so it should be written in a way that is both engaging and informative for those with a background in the field. The ideal candidate for this project should have: - Proficiency in scientific writing and research. - Strong analytical skills and the ability to synthesize complex information. - Prior experience in creating academic papers, particularl...

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    ...need an experienced WordPress designer to help me re-build our hotel website. The site must be built using the Elementor plugin and should maintain the modern and minimalist design as per our aesthetic preference. The website we want to redo is: we want to have: - A large slideshow/banner - Maintain the sections in all 3 languages that are already there -support with updates, changes like adding prizes, photos, menus, catalogues etc for at least 1 year included in your bid. Website we really like to copy the looks and design from: Skills & Experience Required: - Experience using WordPress and Elementor plugin - Proficient with modern, minimalist website design - Prior experience in hotel or hospitality industry website

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    I am looking for a lead generation expert with a specific focus on the technology industry, particularly in the field of Generative Artificial Intelligence. Key tasks would include: - Identifying potential leads who have a ves...Identifying potential leads who have a vested interest in Artificial Intelligence. - Using cold emailing as the primary method of generating these leads. Ideal candidates should have: - Extensive experience in lead generation within the technology sector, specifically Generative Artificial Intelligence and Watson X - Proven success using cold emailing as a lead generation strategy. - Ability to identify, compile, and organize potential leads effectively. If you possess these skills and can demonstrate past success in this area, I woul...

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    I'm seeking development of an AI-based project focusing on language translation using Natural Language Processing (NLP). The specifics of the language pair and focus (general or specialized) haven't been defined yet. Key Responsibilities: - Design and develop an AI translation tool leveraging NLP - Customize according to undecided source and target language - Tailor the tool for general or specific domain usage based on forthcoming details Ideal Candidate Should Have: - Proven expertise in AI and NLP - Experience in language translation tools - Flexibility to design according to varying requirements as the project evolves - Good communication skills for constant updates and possible changes in project scope. PLEASE REFER...

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    ...brand's style and tone • Collaborate with the creative team to brainstorm and develop video concepts and ideas • Add effects, transitions, music, and sound effects to enhance the overall production value of videos • Ensure videos are optimized for online viewing, including aspect ratio, colour correction, and compression • Stay up-to-date with the latest video editing trends and techniques to bring new and innovative ideas to the table • Collaborate with the production team to ensure quality and requirement of the video are met effectively. • Incorporate the feedbacks of Video Producer and Team lead into the revised video • Creating and maintaining project file, changes, ...

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    As part of my business's visual branding, I need a new logo. The color scheme should remain the same, but with a refreshing twist to the icon. Specifically, I wa...business's visual branding, I need a new logo. The color scheme should remain the same, but with a refreshing twist to the icon. Specifically, I want to change from my current cow representation to a simplified silhouette of a Wagyu cow instead. Applicants with graphic design experience and knowledge in creating minimalist yet compelling animal symbols will be best suited. Proficiency in AI/SVG formats is a must. Experience in brand revamping will be an added advantage. We basically need to swap out the existing icon and create two new versions from the attached images (but make them the same cut ...

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    Who Are We? PeaceGeneration Indonesia is a social enterprise engaged in learning media, training, and peace education campaigns. Since 2007, PeaceGen has been actively working with various donors and strategic partners to promote peace in Indonesia. We currently have several projects focusing on capacity building for socio-emotional learning using the 12 Basic Values ​​of Peace approach. The 12 Basic Value of Peace consists of the following: (1) Accepting Our Self (2) No Suspicious No Prejudice (3) Ethnic Diversity (4) Religion Differences (5) Gender Differences (6) Social Status Differences (7) Group Differences (8) Celebrating Diversity (9) Understanding Conflict (10) Reject Violence (11) Admit Mistake (12) Apologize.

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    ...Description: We are seeking a highly skilled and knowledgeable freelance researcher to conduct a thorough investigation of all aspects of the Education, Health, and Care Plan (EHCP) process. The goal is to compile a comprehensive reference resource that will be used to inform an AI chatbot and a training course. This project aims to enhance understanding and support for individuals navigating the EHCP process. We are not looking for a report just substantial research with reference points Responsibilities: Comprehensive Research: Conduct detailed research on the entire EHCP process, including legal precedents, current laws, and local authority policies across different regions. Documentation Review: Analyze and summarize key documents,...

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    We are currently seeking a Machine Learning specialist, specifically with expertise in facial feature extraction, classification, etc. Basically, we have some clusters of human dataset (it's still in progress) including actors (actresses), sportsman, scientists, businessmen, and educators. We'd like to build a model to output the appropriate career according to the input image. If you read this, please include a word "talent" in your proposal so that I can filter some unreasonable bids. Although we have one specific task, the project's scope may expand based on the freelancer's input and the results obtained. Looking forward to your proposals!

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    I'm in need of an English tutor who can help me improve my beginner's level profi...ideal candidate should be able to provide me with one-on-one lessons, focusing on building my basic English skills. I am looking to improve my reading, writing, speaking, and listening abilities in a way that will benefit my educational pursuits. Your task will be to design lessons that cater to my specific needs and objectives in education. Your experience in teaching English to beginners and your ability to adapt your teaching style will be invaluable. Please be ready to provide me with a structured learning plan that is tailored to my learning pace and style. I look forward to working with a patient, experienced and skillful tutor who can hel...

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    I am in need of an expert who can set up a Windows Server Virtual Machine in Azure for me. The VM will need to be configured with 4 CPUs and 8GB of RAM. Skills and Experience Required: 1. Azure Expertise: You should have a deep understanding of Azure services and be able to navigate the Azure portal with ease. 2. Windows Server Administration: Proficiency in Windows Server operating system is crucial for this project. 3. Virtual Machine Configuration: Experience in setting up Virtual Machines, specifically with the requirements of 4 CPUs and 8GB RAM. 4. Networking: Proficiency in networking, particularly the ability to configure my Virtual Meraki to the Azure VM.

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    ...an exam correction program and to work together to create a product to be sold online. The main function of this program will be to correct exams (with AI) that involve handwritten notes. The program will be sold with a kitchbai visualiser or similar. The user will: • Scan the exams using a kitchbai visualiser or similar. • The program will process the image() , • The program will use Optical Character Recognition (OCR) to create text (using chat gpt OCR). • The program will process the created text and correct typos with AI. • The program will send the text to AI, AI will correct the exam and assess the exam. Ideal Candidate: - Extensive experience in C# development - Proven expertise in OCR systems - Strong ...

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    ...grounding in AI, Machine Learning, and the GenAI stack. The primary task is to interview 20 candidates and then carefully select the top 4 candidates based on the interviews. Key Responsibilities: - Conducting Video Interviews: The selected candidates will need to conduct video interviews with the applicants. This demands a good understanding of the intricacies of remote interviewing and the ability to engage applicants effectively despite the digital divide. - Selecting Top 8 Candidates: Once the interviews are completed, the top 4 candidates will need to be selected. This involves a keen eye for talent, the ability to read between the lines of interview responses, and an understanding of the skills and qualities required for th...

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    ...for a skilled designer to upscale and enhance my pictures and videos to a top-tier resolution. They are NSFW adult content but all with private owned content with consent of owning the media. I will pay reasonable TOP DOLLAR & RATE to whoever can provide the best quality of upscaling and enhancing. NOT AI mediocre softwares Key Requirements: - Enhance and upscale both pictures and videos to 4K resolution or the best possible - Apply techniques to the media to make it less blurry. - Implement sharpening to improve clarity and overall quality. Ideal Skills: - Proficiency in image and video editing software - Experience in upscaling and enhancing media - Strong background in noise reduction and sharpening ...

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    I need a solution that will automate a post to my own managed facebook group. I have a php script that creates the post ready to be sent to the group. My post will contain text and images. I had a previous system that used an fb app using publish_ to_group that I believe is no longer supported. I need a replacement solution.  I am not sure if there is?  Happy to use any technology (not just FB app) that may achieve the same result. Please do not bid unless you fully understand the issue and can suggest an alternative. I will not pay for 'learning on the job' so please ensure you know the solution and can implement it within your quote before bidding.

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    I am seeking an experienced developer to resolve a CORS error present in my .NET 8 website. I am learning full stack development. I created a web-api project in .net 8 which is having simple login, register and account controller and it works perfectly fine when I test using postman. Then, I develop a simple website in react and typescript to consume my web-API. And now I get CORS error. If you work with me, You need to resolve my CORS and probably authentication issue. Acceptance criteria: 1. signup should work (all coding done you only need to troubleshoot the CORS issue) 2. Login should work and JWT token return (all coding done, probably you need to check if I have done correctly) 3. after successful login user details (just few detai...

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    ...skilled AI developer to integrate a chatbot into my healthcare website with react as front end and django as backend. Key Aspects: - The chatbot's primary function is to provide medical advice and analyze patient data. - It needs to reliably translate complex medical terminology into easily understandable information. - Equally important, it will have to process and interpret patient data accurately and securely. Ideal Candidate: - Experience in AI/Chatbot Development. - Strong understanding of medical health sectors. - Good grasp of data privacy and security matters. - Expertise in interpreting and explaining medical terms. The successful candidate will blend technical expertise in AI integration with a keen ...

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    I'm in need of someone skilled in photo editing who can help me with enhancing and refining 20 product photos for my Shopify store. - The photos are currently in JPEG format, and I need them to be edited in the following ways: - Background Removal: Ensure the product is the sole focus. - Color Correction: Enhance the colors to make the products more appealing. - Image Retouching: Minor retouching to make the products look their best. - It's also crucial that the edited photos are optimized for web use. I want the images to maintain high quality, but also be optimized for faster loading speeds on my website. - Where I have multiple photos for the same purpose, I have grouped them in folders, only one output is needed per folder. For reference, please refe...

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    ...aims to develop a software system that can track and control the cursor movement on a computer screen using the user’s eye movements. The system would use an eye-tracking device to monitor the user’s eye movements and pupil detection, head and eye tracking, cursor position prediction, calibration, performance tuning, and adaptive learning techniques to translate them into cursor movements. The system would be beneficial for individuals with physical disabilities or limited mobility, providing them with an alternative and accessible way to interact with a computer interface. The system would also offer a more natural and intuitive way to control the cursor using the natural movement of the eyes. The system would employ c...

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    ...Research and Optimization: I need high-quality keywords to be identified and strategically placed on each of the web pages. - Meta Tag Optimization: It's vital that the meta tags are well-crafted and optimized for search engines. - Content Optimization: The web content must be optimized for SEO, including headings, images, and internal links. Off-Page Optimization: - Link Building: The strategy should focus on acquiring high-quality backlinks from reputable sources to improve the website's authority. - Online Directory Submissions: I need the websites to be listed on relevant directories to boost their online visibility. The ideal freelancer should possess: - Proven experience in both on-page and off-page SEO - Knowledge of various SEO tool...

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    I have a vector cartoon character, currently in an .ai format, which I urgently need to be converted into a 3D model. Key Requirements: - Proficiency in converting .ai files to 3D models - Promptness as the project has a high priority - Suggest appropriate 3D output file format, as it was not specified Ideal Skills: - Proficiency in software like Maya, 3DS Max, Blender or similar - Experience with diverse file formats conversions - Ability to work under tight deadlines.

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    I'm looking for a skilled video editor who can bring a touch of creativity to my video projec...editing with the inclusion of various visual effects into the videos. - The types of visual effects I'm particularly interested in are motion graphics, 3D animations, and special effects like smoke or fire. - The duration of the videos will vary based on the project requirements. Ideal Skills and Experience: - Proficient in advanced video editing techniques - Extensive experience with motion graphics, 3D animation and special effects - Creative mindset to suggest and implement visual effects that enhance the video - Proven track record of video editing with visual effects in your portfolio Looking forward to seeing your portfolio and discus...

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    ...updates, content addition/modification, and most importantly, improving the site's SEO. Key Tasks: - Enhance the current design and layout of the website to make it more visually appealing and user-friendly. - Add and modify content to align with the website's updated design and layout. - Implement effective SEO strategies to boost the website's search engine ranking and visibility. Ideal Candidate: - Experienced Wix web designer with a strong portfolio of successful projects. - Proficient in SEO techniques and strategies. - Creative thinker who can suggest design ideas that align with my brand and target audience. - Excellent communication skills and ability to provide constructive feedback and...

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    I require a professional translator to translate an English language family document to Danish. The content is legal in nature, and being accurate to the original intent is of the utmost importance: - Only apply if you have previous experience in legal documents translation - The document is less than 1,000 words but every word is crucial - Due to the nature of the document, fluency in English and Danish plus knowledge of legal jargon are key skills required - I will reject google or machine translation Your expertise will make the difference in providing clear, comprehensible interpretation and avoiding legal complications.

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    I am looking for an artist skilled in creating realistic hand-drawn sketches. Key Project Details: I'd like to create a small gift for my wife. My visio...(2) Philia - deep friendship, affection, support, equality. Holding hands, lightly clasped as if walking. (3) Pragma - longstanding patience, tolerance. Wrists clasped together in a strong and sturdy embrace The drawings don't need to be detailed; in fact, I'd like to go with a minimalist/simple style. Though it will be important that the viewer knows at a glance what the human hands are doing - no cartoon or abstract representations. Ideal Skills: - Deep understanding and experience in realistic sketching techniques. - Knowledge and skills in human anatomical drawing. - Proven ability to w...

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    I require a Power BI expert to mentor me on creating high-quality dashboards using raw data like sales data, customer survey results, and financial statements. The scope of the training will include: - Data Modeling Techniques - Advanced Visualization Strategies The main aim of creating these dashboards will be to monitor our sales performance and analyze customer feedback. Thus, it will be ideal if you have experience in these areas and are comfortable teaching the skills needed. Being proficient in utilizing DAX formulas would be a significant advantage as well. Your task will be to transfer your knowledge about Power BI tools efficiently, helping me to master these operations at a professional level.

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    We require an experienced native English-speaking telemarketer with a thorough understanding of software subscription sales. Your primary task would be cold calling potential clients for our Legal Practice Management SaaS. Our Software includes: - Case management - Client billing - Document management - Tele-legal Appointment software - AI legal advice support for lawyers - AI Diary maintenance and so on Ideal Skills: - Previous experience in SaaS sales/telemarketing - Familiarity with legal services - Fluency in English

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    I require a professional translator to translate an English language family document to Danish. The content is legal in nature, and being accurate to the original intent is of the utmost importance: - Only apply if you have previous experience in legal documents translation - The document is less than 1,000 words but every word is crucial - Due to the nature of the document, fluency in English and Danish plus knowledge of legal jargon are key skills required - I will reject google or machine translation Your expertise will make the difference in providing clear, comprehensible interpretation and avoiding legal complications.

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    ...create an API that can recognize specific objects or logos in images, and provide real-time alerts based on this recognition. To accomplish this, you should be proficient in Python, Artificial Intelligence (AI), and the Azure Vision API. Key Requirements: - Develop an API for image recognition that specifically identifies objects or logos - Enable real-time alerts triggered by the API's recognition capabilities Ideal Experience: - Proficiency in Python is a must - Previous experience with AI and machine learning for image recognition - Familiarity with Azure Vision API is highly desirable - Strong understanding of real-time alerting systems This project will be pivotal in enhancing our monitoring and alerting capabilities,...

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    I'm looking for a professional with experience in YouTube channel optimization and graphic design. My main goals are to increase subscribers, improve video rankings, enhance video engagement, improve the look and feel of my channel, optimize SEO, and create viral videos. Key responsibilities will include: - Increasing the number of subscribers - Enhancing video engagement - Improving video SEO - Working on the overall aesthetics of the channel - Designing a colorful and lively channel banner Experience with YouTube SEO and graphic design is essential. A track record of successful YouTube channel engagement and growth strategies is highly desired. Knowledge of viral video creation techniques would be a bonus.

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    2 documents into 4 languages AI translation within 36 hours

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    I'm seeking an expert in web design and development to create a platform that connects parents with suitable tutors for their children. Here are the specifics you need to consider: - **Website Purpose:** The main goal of this platform is to act as a bridge between parents and tutors. It should be user-friendly, accessible, and appealing to a wide range of users. - **Key Features:** The website should have: - Search Functionality: Parents should be able to search and filter tutors based on location, subject, availability, etc. - Tutor Profiles: Detailed profiles of tutors, including their qualifications, experience, and reviews from other parents/students. - User Reviews: A section for parents/students to leave reviews about the tutors they�...

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    As an experienced Python programmer with a focus on OCR and deep learning, I'm looking for a savvy Python developer who can help develop an OCR Model using machine learning or deep learning. The model will be used specifically for complex math equations. The details are as follows: - Dataset: Unfortunately, I currently do not have a dataset available. This will need to be sourced or created, so previous experience in this area would be highly beneficial. - Accuracy Level: The intended target for accuracy is a moderate level, between 80-95%. A capability to improve this rate in the future would be seen as a significant plus. My ideal candidate will have experience with: - OCR and ML/DL model development - Sourcing or creating datasets - ...

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    I have a STEP and a STL for a CNC machine., also need a jpeg. The intended use of these files will be for CNC (Computer Numerical Control) machining. I'm looking for a skilled CAD designer who can provide the following: - Accurate and efficient conversion of the existing STEP file to STL format. - Ensure compatibility with CNC machine usage. Please note that the specific CNC machine details are not provided at this time. I'm looking for someone with proficiency in CAD design and understanding of CNC machine requirements. Experience in CNC machine programming and a solid background in mechanical engineering would be an added advantage.

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    Need an expert to upscale a less than 5 minutes long 480p video to the highest quality they can get without losing quality Requirements: - Expertise in video upscaling with high-quality results - Preferred experience with top tier video enhancement tools - Quick turnaround is required Anticipated skills: Video editing, Video production, AI video enhancement.

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    ...seeking talented graphic designers to create a unique and visually striking logo for our company, Rivercity Concrete & Construction. We specialize in delivering high-quality concrete solutions including driveways, concrete slabs, sidewalks, and more. Requirements: - The logo must be modern and clean. - Incorporate the colors Dark Blue (#0A1A33) and Gold (#D1A226). - The design should include imagery that symbolizes a concrete company (such as concrete textures, trowels, or mixer trucks). - Must creatively feature an element of the iconic Memphis Bridge. Deliverables: The logo should be scalable and look good on both large banners and as small icons. Provide the logo in two formats: a high-resolution PNG or JPEG and the original sour...

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    I need a professional to design an excavator stick rake made of hardened steel. The stick rake will primarily be used for site preparation. It has to accommodate a quick coupler attachment system, that suits a 5-tonne machine. Knowledge of such heavy machinery, construction techniques, and relevant materials is vital. Experience with excavator attachments and site preparation equipment would be a great advantage.

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    ...OCR model with machine learning/deep learning capabilities integrated into a web interface. The project involves converting screenshots of complex mathematical equations into editable LaTeX code, Word, or text/markdown formats. Responsibilities: - Develop an OCR model using Python and relevant machine learning/deep learning libraries. - Integrate the OCR model into a user-friendly web interface for easy upload and conversion of screenshots. - Implement preprocessing techniques to enhance image quality and improve OCR accuracy. - Handle complex mathematical symbols and equations during text conversion. - Conduct testing and debugging to ensure the functionality and accuracy of the OCR system. Wo...

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    I need a professional to help me extract contact details from the Australian Insti...be extracted: Business Name, Email, Phone number, Full address separated by suburb, postcode and state. - Formatting: All extracted data should be structured and organized into an Excel spreadsheet. Ideal Skills: - Web Scraping: Proficiency in web scraping tools and techniques is essential. - Data Entry: Experience with data entry and extraction. - Attention to Detail: Accuracy in capturing and organizing contact details is crucial. - Excel Proficiency: Ability to create and format an Excel spreadsheet effectively. - Communication: Regular communication and updates on the progress of the task would be appreciated. I'm looking for a reliable ...

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    ...abilities. This project is specifically targeted for children aged 5 to 16 years old. The application should be compatible with both iOS and Android devices. Key Requirements: - The app should cover a range of mental math skills, including but not limited to Addition, Subtraction, Multiplication, and Division. The app should be engaging and interactive, making learning fun for children. - The target age group is crucial to consider when designing the user interface and experience. The app should be intuitive, easy to navigate, and visually appealing for children between the ages of 5 to 16. Key Features: - Get kids to do short mental math workouts, starting easy and gradually adapt to their level - Kids can see their "level" i...

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    ...produce an engaging and visually appealing 2D animation for the introduction of my YouTube channel. The ideal candidate should have ample experience in creating cartoonish themes using 2D animation techniques. Key requirements: - Conceptualization: I'm looking for someone who can take a loose idea and turn it into a full-fledged, engaging animation. - Proficiency in 2D Animation: Experience in creating professional-grade 2D animation is a must. Knowledge of relevant software and tools is a plus. - Ability to Work with a Theme: The intro should reflect a 'cartoonish' style. The ability to execute this art style is crucial. - Music Integration: I'd like the intro to be accompanied by music. The project is ideal for an animator who has a ...

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    ...also use an AI voice for the voice over. I will not be providing the voice over only the script. 1. 2. 3. I have an account at and can provide you with any footage and music that you want to use from there. You must use a nice clear AI voice that sounds natural and not like an AI voice. I like the way the one sounds in the videos above. I will provide you with a detailed script for each video that will have the text of what the AI voice should say along with what the scene should show. I will need you to create the video. If this goes well, I may hire you for more videos. The video should be 90-seconds. I hate auto-bidders and I always

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    In my possession currently are less than 10 invaluable images that have tragically suffered from severe water and mould damage. I am desperate for an experienced professional in the field of photo restoration who can restore these photos in an intensive damage repair capacity. Ideal Skills and Experience: - Proficient in photo restoration techniques - Expert use of photo editing software for restoration - Experience with severe water and mould damage restoration - Ability to work quickly and efficiently due to the urgency of this task Please, I need a saviour for these priceless mementos. Visionaries and miracle-workers, I am awaiting your bids with bated breath.

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    As I venture into a data science project, I'm se...science project, I'm seeking an experienced Stata user who has a strong understanding of databasing and spreadsheets. No specific task was defined, hence your role could range from data cleaning and preprocessing, data analysis and visualization to building machine learning models. Deep knowledge in handling structured data and working with databases and spreadsheets is essential in this project. Ideal Skills and Experience: - Strong Stata programming and data handling skills - Experience in data preprocessing and cleaning - Familiarity with data analysis and visualization techniques - Knowledge in machine learning model developm...

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