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    I need an experienced video editor who is proficient in multicamera editing for four full-length symphony concerts. Each concert was filmed using 3-4 cameras. You need to compile and edit the footage from three different perspectives into a single cohesive concert film. While this is a one-off project, we have a need for an ongoing video editor skilled in multi-camera editing as well as quick commercial/social video creation. The ideal candidate will have: • Proficiency in multicamera editing – syncing via audio in the video clips plus the final finished audio files • Ability to color match different cameras • Ability to creatively pan and zoom 4k footage in a 1080 frame • Experience with concert or large event ed...

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    Speech Recognition Avsluttet left

    I'm looking for a Python expert who can assist me with data analysis and preprocessing. The role will involve working with speech recognition data for the purpose of speech-to-text conversion. I want to run the code available on GitHub, the required GitHub repository is shown in attached image. Ideal skills and experience for this job include: - Proficiency in Python, particularly for data analysis and pre-processing - Prior experience with speech recognition technology - Understanding of the nuances of converting speech to text - Familiarity with text data analysis and preprocessing - Strong communication skills for potential collaboration on the project

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    We're looking for multiple competent native English editors to trim content and help us improve English language usage across a large batch of tutorials. Starting with a paid trial. Please bid $18.

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    We are in need of a highly skilled Laravel expert team to continue development on existing web application! The specific Task - Requirements Document will be provided. Project will be developed by Phases(milestones). Selected team will be having opportunity to work for long term! Skills and Experience: - Extensive experience in Laravel development - Proficiency in Laravel customization and optimization - Strong understanding of Gitlab - version control !* - Strong understanding of web development principles and best practices - Ability to work on a large-scale project and deliver high-quality results - Excellent problem-solving skills and attention to detail - Database Design & Management: The ability to design and manage a highly organized, efficient data...

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    As the owner of Preserva Wellness, I'm in need of a logo and brand identity for a new tea brand. Key Points: - The design should be professional, yet appealing and easy to read in a large grocery store setting as well as scalable for different screen and printing sizes along with social media. - We are looking to get 7-10 different ideas and would like to narrow it down and work towards refining the final design with the freelancer. - The brand identity should be versatile, applicable to various marketing materials, packaging, and merchandise. Ideal Skills: - Proven experience in logo and brand identity design - Strong understanding of the beverage industry and wellness sector - Ability to create versatile designs for multi-platform applications

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    I'm looking for an experienced backend developer to handle database management and API integration for my project. Key Responsibilities: - Implement and manage a MySQL database efficiently. - Develop and integrate APIs to ensure seamless communication between front-end and database. Ideal Skills: - Proficiency in MySQL is a must. - Strong experience in API integration. Experience with other databases and backend technologies like Python, Java, and Node.js would be a plus. The chosen freelancer will need to understand the project's requirements thoroughly and communicate effectively with the front-end team to ensure a well-functioning, reliable backend system.

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    I'm seeking an experienced professional with full-stack development capabilities as well as a knack for content writing. Expectations include: - Full-stack development: Proficiency in handling both frontend and backend components of the website is essential. Your skills should encompass HTML/CSS, JavaScript, Python and the like. - Content creation: An aptitude for innovative and engaging content writing is crucial. The objective is to generate compelling copy to attract and retain a steady community of site users. With the right blend of these two skill sets, you will be instrumental in enhancing the functionality and aesthetic appeal of our website while effectively communicating our brand's identity to our target audience. Apply if you’re ready ...

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    I am looking for an expert in web scraping who can efficiently extract business leads. While the primary purpose of the project was not specified, it is undeniable that these leads will play a pivotal role in marketing efforts, like sales lead generation, market research, and contact information collection. Although I did not mention a specific source site, note that the target is business owners, and their revenue and contact information. Therefore, having experience in scraping from professional networking and business directory websites such as LinkedIn or Yellow Pages would be welcomed. Lastly, the exact number of leads that I need hasn't been defined, so I am open to both small and large-scale operations. Ultimately, their quality is of more importa...

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    ...description. Applications failing to include this keyword will be automatically rejected. We are looking for professionals with a proven track record in software development, particularly those with experience in web automation, proxy management, and creating user-friendly interfaces. Application Process: If you're confident in your ability to meet our needs and are looking for a challenging project that pushes the boundaries of traditional development, reach out to us. Ensure your application reflects your best qualities and aligns with the skills we need. Key Skills and Qualifications: 1. Programming Languages: - Proficiency in C# or .NET Framework: Since the tool is intended to be Windows-based, these are essential for building ro...

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    ...highly proficient in Python to assist me develop ML+DL algorithms for a specific project. Key Responsibilities: * Step 1: Regenerating Exact same graphs shown in PDF using same dataset * Step 2: Apply other various ML + DL algorithms for future prediction and Obtain better results in term of accuracy, precision, F1-score, RMSE, ME, MAE, RMSE, MAPE etc then already applied models * Step 3: Documentation of the work, along with a discussion to validate the model's usage and justify it as a Scientific research. Ideal Skills & Experience: * Proficient in Python programming language * Prior experience in Machine Learning and Deep Learning algorithms * Anyone with Past Experience as a research assistant will be highly appreciate...

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    As the client, I'm in need of an experienced content writer who can craft 20,000 words of high-quality, SEO-optimized content for my technology-focused project. Ideal Skills and Experience: - Proven experience in creating content for industry professionals - Excellent knowledge of SEO structures and keyword research - Expertise in technology topics Key Job Requirements: - Conduct comprehensive keyword research for the SEO structure of the content - Write engaging, in-depth content aimed at industry professionals - Ensure that the content focuses on technology topics and adhere to SEO best practices - Deliver 20,000 words of high-quality content optimized for search engines This project offers an excellent opportunity to showcase and enhance your content...

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    As a part of our ongoing training initiative, we are seeking an experienced Python and Selenium professional to develop a script that will enable us to effectively record multiple Webex meetings. Key Tasks: - Create a Python Selenium script capable of logging into multiple Webex meetings simultaneously via different browser tabs - Configure the script to successfully record both the audio and video content of each meeting Storage: - Save the recorded meetings directly on the local computer storage Ideal experience and skills: - Strong expertise in Python and Selenium - Previous experience in automation of web browser tasks - Knowledge/experience with Webex Systems and API - Good understanding of local systems storage management Consider this project...

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    I need a python script which can use captcha cookies to loop and get data fields. I have already checked using Burp Suite or postman it's working. Using same captcha value we are getting request results. Videos to explain are attached

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    I'm in search of a skilled C++ programmer to develop a Windows application and backend service that can help in calculating features for real-time streaming of stock tick data. This application needs to be proficient in: - Maintaining the full lifecycle of stocks for specific time periods like pre, trading, and closing per day. - Customizable day feature(calculate in startOfDay) and tick feature (calculate when tick comes in) real-time calculation. - High performance for calculating simultaneously. - An API that can serve all features for a specific stock for the current day for training input - Support for customizable trading logic triggering based on market snapshot features every N seconds. - Monitoring progress status (per day, and days) - suppo...

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    ...looking for a skilled Python developer who specializes in VoIP and PJSIP development. The successful candidate would ideally have experience creating SIP trunking solutions focused on handling incoming and outgoing calls with a Python bot. Key Features: - Set up SIP trunking for call recording and monitoring, IVR system, and SIP trunking. - Convert my analog phone system to a VoIP system. - Implement Direct Inward Dialing(DID) support for calls between multiple company sites. - Configure the Python bot to manage incoming and outgoing calls. Bot Functionality: - Answer and route incoming calls to appropriate destinations. - Initiate outgoing calls based on specific triggers or events. - Handle real-time call transfers and call forwarding. Skills Required: -...

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    I'm in need of a full stack developer with expertise in HTML, CSS, JavaScript, MySQL, MongoDB, PostgreSQL, and WordPress to build an e-commerce site. The main functionality of the site will be e-commerce integration. Purchase Ideal Skills and Experience for the Role: - Proficiency in HTML, CSS, JavaScript - Backend development using languages such as Python, Node.js, PHP - Experience in Database creation using MySQL, MongoDB, PostgreSQL - Capabilities to work on WordPress Included in your Application: - Please provide examples of past work, particularly those involving e-commerce integration. Looking forward to receiving your proposals.

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    Our company is in immediate need of a part-time Chinese to Thai game translator. We have a large and consistent workload, focusing on various game script genres. The primary requirements for this role are: - Proficiency in Chinese with a good understanding of the language - Native or near-native level in Thai - Extensive experience in game localization and translation - Strong grasp of gaming terminologies and translation standards - An impeccable track record of delivering translations free of grammar, translation errors and awkward language expressions - Ability to meet deadlines and submit work on time - Willingness to undergo a small test prior to formal collaboration The ideal candidate should be able to provide high-quality translations for a l...

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    I'm in search of a talented digital artist who is skilled in creating realistic artwork. More specifically, I'm looking for a piece of art that can be used for a mural on a medium-sized wall. Key Requirements: - The art style I am looking for is realistic, so you should have a strong portfolio showcasing your ability to create lifelike images. - The color scheme should be bright and vibrant, ensuring the mural is eye-catching and impactful. - The mural will be medium-sized, so you should be able to work with the size parameters of 10-20 feet. This is crucial to ensure the final piece is not only visually striking but also proportionate for the intended space. Ideal Skills: - Proficiency in digital art creation, specifically in a realistic style. - Ex...

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    I'm looking for an experienced Python developer to help with an image processing and machine learning project. - The primary goal of the project is object detection. - Specifically, I need to detect mouths in images. - The developer will need to use machine learning techniques to train a model to detect this specific object, and then implement it for processing images. - The ideal candidate should have experience with image processing, machine learning, and Python programming.

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    I'm looking for experienced Python full stack developers who can assist in building a comprehensive stock market API. The main tasks would include developing the API's back-end, front-end, and handling database management. Your primary focus will be on retrieving real-time stock prices. Key requirements: - Proficiency in Python - Solid experience in full-stack development - Expertise in handling back-end development, front-end development, and database management - Deep understanding of real-time data updates Your work will be critical for the successful implementation of our API, so I am looking for professionals with a proven track record in similar projects. Please provide examples of previous work that demonstrate your cap...

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    Hi Ishaq. Can you have a look at this app for us. We want to convert it from a commend line batch file to a GUI app in Python. We had one of our team build the app in C# a few years ago, but he has left and we have the source code. The app will extract an image from an excel spread sheet based on the column ref and put the image into a nominated directory with the imaged named as per another column in the source excel spreadsheet. I can send yu a full demo of the app. regards Rob

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    I have a large volume of website content that needs to be translated from English to Telugu. It's imperative that this translation is not just accurate but that it also retains the original context and tone of the content. Key requirements: - Translation of large volume website content - Native level proficiency in Telugu - Strong understanding of English Ideal Skills: - Proven experience with website content translation - Strong understanding of the tech industry - SEO knowledge and experience in translating SEO content I am looking for a professional linguist who can take on this task and deliver high quality, accurate translations in a timely manner.

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    I'm in need of a large, sturdy desk that can support my work and study needs. I'm looking for someone to design and construct a wooden desk that is not only functional for my paperwork and computer needs, but aesthetically pleasing as well. Key Features: - **Wooden Desk**: I seek a durable and high-quality wooden desk. - **Adjustable Height**: It's crucial that the desk can be adjusted to suit my preferred working/studying position for optimal comfort. Your role will involve: - **Design & Construction**: Crafting a desk that meets the specified height and material requirements. - **Customization**: Ensuring the desk is tailored to my work and study needs, with proper cable management solutions. Ideal Skills: - **Carpentry & Design**: Proficiency ...

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    Hi, I need an expert Python developer who has experience with WebRTC. I want to forward incoming/outgoing calls from HTTP to WebRTC and WebRTC to HTTP. Only bid if you are confident and have relevant experience. Thanks

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    I am in urgent need of a smart indoor navigation system. The primary purpose of this technology will be wayfinding in a large building. Key requirements: * The system should be designed to utilize floor maps. I already have digital copies of the building's floor map to assist in the design and setup process. * Ability to update or change the digital floor maps as needed. Ideal candidate: * Experience in building/protocol navigation solutions * Excellent knowledge using a floor map-based system * Ability to work on a tight timeline Your proposal should contain details about your experience with setting up indoor navigation systems and how you plan to implement this system using a floor map. Also, include an estimated time for completion in...

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    I'm in need of a Standalone STM32 SWD programmer that can flash firmware without the need for connection to a computer. The programmer should be powered by a battery. The binary firmware files will be on a SD card with an XML file with the processor type to prevent it being loaded on an incorrect processor. The unit will have buttons and LED's to start the process and indicate the progress and supply 3.3v to the processor board There a number of projects on github that could be used as a starting point such as Key Requirements: - Stand-alone Programming: The system should be capable of flashing firmware into STM 32 microcontrollers without the need for a computer connection. - Battery Powered: I require the programmer to be powered by a battery. Ideal

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    I'm in need of a skilled website designer with experience in Python and Django for my upcoming e-commerce platform project. Key Features: - User Registration & Login: The site should have a seamless user registration and login process, ensuring a smooth user experience. - E-commerce Functionality: The primary goal of the website is to sell products or services, so it needs to have a robust e-commerce structure. - Blogging Platform: In addition to e-commerce, we also plan to have a blog section. This should be user-friendly and easy to manage. Payment Gateway: - The site should accept payment via credit card. A secure and reliable payment gateway integration will be crucial. Ideal Candidate: - Proficient in Python and Django with proven...

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    ...• Illustration Skills: Being able to illustrate in a manner that appeals to children and complements the storyline is crucial. The ideal candidate should: • Have a great understanding of children's emotional and cognitive development. Your task will be to bring a beautiful, lively and engaging children's book to life, based on a storyline of friendship. I'm really excited about this project and I’m anticipating your creative and unique proposals. Title: Rusty and Sky: Adventures in the Backyard Garden Page 1: [Opening illustration: A cozy corner of the backyard, with a treehouse nestled in the branches of a large oak tree, and a birdhouse hanging from a nearby branch. The sun is rising, casting a warm glow over the sce...

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    I'm looking for a talented backend developer who can assist our team with various tasks. Proficiency in Python, Java, and Golang is a must, as these are the primary languages we use in development. Your main responsibilities will include: - Database Management: You should be knowledgeable in handling MongoDB, our preferred database system. - API Development: We need someone adept at building optimized APIs. - Server Configuration: You must be able to handle all aspects of server setup and maintenance. Previous experience with these exact responsibilities is preferred. You should possess a strong attention to detail, excellent problem-solving skills, and the ability to work independently. If you are an innovative thinker who can contribute to our dynamic ...

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    I'm looking to streamline m...streamline my recruitment process by automating key aspects of it. The primary focus will be on contractors' recruitment. Key tasks to automate: - Resume Screening: This will involve parsing and filtering incoming resumes based on set criteria. - Interview Scheduling: I want to eliminate the back-and-forth emails by setting up an automated interview scheduling system. - Candidate Communication: Customised messages at each stage of the process, keeping candidates informed and engaged. The ideal freelancer for this project should have experience in HR, talent acquisition, or recruitment. Additionally, their expertise in automation tools and software will be pivotal. I'd also appreciate a strong communicator who can understa...

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    I'm looking for an experienced project manager who is proficient in Git management, Jira administration, and DevOps coordination. Key Responsibilities: - Oversee a medium-scaled and moderately complex project. - Manage Git repositories, ensuring code quality, and version control. - Administer Jira, ensuring effective task tracking, and project flow. - Coordinate the DevOps process, streamlining development, and operations. Ideal Skills and Experience: - Extensive project management experience particularly with medium to large projects. - Demonstrable knowledge of Git and Jira. - Excellent DevOps understanding and execution. - Fluent English communication skills. Note: Although the project does not mention specific operating systems to support, a familiarity with var...

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    I need a fr...specific website (supplied) and send them to me in JPEG or PNG format. Key Requirements: - Download product images, of 40 products from a given website. - Roughly 15-25 images of each product - Send the images to me in JPEG format. The images of each product don't need any editing; they only need to be downloaded, saved in a folder and then sent over in a zip file or wetransfer. EXAMPLE: A.Q.A - Budget: $120AUD Images must be large in size, no small images - although the links of the image gallery should be large Ideal Skills and Experience: - Familiarity with downloading images from websites. - Ability to work efficiently and deliver the images promptly. - Experience in handling image files and con...

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    I'm in need of an Excel expert to meticulously update the product descriptions and prices in my catalog. The requirements include: - Updating: You'll be tasked with updating the product descriptions with new information and ensuring all the prices are current. - Catalog Size: The catalog comprises over 500 products, so attention to detail and ability to handle large volumes of data is crucial. - Formatting: Special formatting is not required, the new product descriptions and prices need to be consistent with the existing entries. Ideal Skills & Experience: - Proficiency in Excel: Successful candidates should have a high level of understanding and experience with Excel, particularly handling large datasets and using formulas. - Attention to...

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    I'm planning to shift from Pyttx3 to OpenAi tts-2 HD primarily because of its superior voice quality. I have attached the file

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    I'm seeking a seasoned web developer to overhaul my current ecommerce website. The project involves addressing several key areas to enhance both functionality and user experience. K...satisfaction. - Improve product categorization to ensure a user-friendly shopping experience. - Enhance general website stability. Additional Features: - Integration of discount or coupon code capabilities. I am looking for a professional with a proven track record in ecommerce website development, especially in optimizing site speed and enhancing user experience. I am looking for someone who has experience working on complex ecommerce websites that have a large amount of products with their own variations. Portfolios of website that are more in depth that simple static or ...

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    We are a leading wildlife management and pest control company, renowned for our innovative approaches and award-winning services. We are looking to revolutionize the pest control industry by developing an all-in-one SaaS platform that will streamline operations, offer new-to-industry reporting and transparency, and redefine customer experience. Project Overview: We are seeking a talented freelancer or agency to develop a cutting-edge SaaS platform that will serve as the backbone of our pest control management system. This platform will encompass various modules including CRM, sales, field service management (FSM), asset management (GIS), pest activity reporting, client interaction, and technician reporting. Our company will be the first and primary user of this platform, we will s...

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    I'm seeking expertise to design a robust business plan for offering IT solutions, specifically targeting large businesses and governmental entities across a multitude of industries. This includes but not limited to healthcare, retail, and education sector. Key services intended to be offered: - Network Infrastructure Setup and Maintenance - Cybersecurity Solutions - Database Management The ideal consultant will have a strong background in IT solutions, cybersecurity, network infrastructure, and database management. Previous experience in drafting business plans, especially within the field of IT consulting, will be highly appreciated. This project demands a keen understanding of market trends, commercial acumen, and the ability to bridge the gap between techno...

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    ...individual who can support me to set up a Python program to run the ChatGPT API on full word documents using custom prompts. I am very new to coding and Python and having some difficulties in setting this up. I have Python 3.x installed on my computer but my experience with APIs, particularly GPT-3 API, is minimal. Here's what I need: - Understand and resolve the issues I'm experiencing in setting up and running the Python program. - Guide me through the setup process to ensure I can successfully run the ChatGPT API on full word documents. - Teach me how to use custom prompts in the program. This job would ideally suit someone with Python expertise and possesses a great understanding of the GPT-3 API. While I would ...

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    As ...providing text prompts, namely through typing in a textbox, uploading a text file, and choosing from a predefined list. Features: - The app should incorporate a user authentication process to control access. - Users should be able to personalize the photos by applying different filters. - The platform needs to facilitate seamless downloading of the AI-generated photos in multiple formats. The ideal partner for this project is a professional with: - A deep comprehension of web application development combined with AI technology. - Proficiency in frameworks like Python, TensorFlow, or PyTorch for AI/ML. - Experience in designing UI/UX for web applications. - Knowledge of various authentication mechanisms for web apps. Join me in my journey t...

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    I'm in need of a Python programmer who can assist me in gaining a comprehensive understanding of network traffic management in Ethernet switches. I have no previous knowledge in networking or any competence in Python, hence the selected candidate must: - Have substantial experience in Python programming - Proficient in Ethernet switches and network traffic management - Demonstrate excellent teaching skills to a beginner. Please note that this job will not only require you to possess these skills but also have the capacity to teach and explain them simplistically. I am a swift learner. However, bear in mind that I am a novice in this field. Your patience and ability to break down complex tasks into ...

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    I am seeking a experienced software developer to create a comprehensive management software for my medical practice. The software needs to be an online platform which is SaaS compatible, incorporating robust backend, frontend, and database features. It would require experience in SaaS application development, understanding of medical practice operations, and strong skills in backend and frontend programming. Investing in user interface design abilities would be advantageous, as the application has to be user-friendly for professionals who might not be tech-savvy. Knowledge of privacy and security regulations for healthcare applications (HIPAA) will also be required. Requirements and Features: 1. Authentication Area: Patients: Can register with basic details an...

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    I DO NOT WANT DIGITAL ART. LOOKING FOR HAND PAINTED. I am looking for a talented artist who can recreate a large canvas (24x36 inches) painting from a photo I will provide. The requested style is realism. Project Details: - Size: Large canvas, specifically 24x36 inches - Style: Realism - Subject: I have a specific image in mind that I will provide. Skills Needed: - Proven experience working with realism style painting - Experience in painting detailed large sized canvases - Strong ability to recreate images accurately In your bid, please include a sample of your previous work in realism and any experience you've had with large scale paintings. Looking forward to working with a passionate artist.

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    I'm in need of a Python developer to create a script for my custom CRM. Scrape sku numbers,prices and images from website to update database. Primary duties include: Scrape sku numbers,prices and images from website to update database. Primary duties include: Skills and Experience: - Proficiency in Python scripting is required - Prior experience with data scraping is essential - Familiarity with custom CRM platforms would be highly beneficial

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    I'm in need of a data processing expert who can assist me in developing an architecture to analyze knowledge graphs using ETL and machine learning. Key Tasks: - Leveraging Data Processing Expertise: I need someone with a strong background in data processing, particularly in relation to graph technologies. Your role will be to harness this knowledge to create an efficient and effective architecture for analyzing knowledge graphs. Ideal Skills and Experience: - Strong Data Processing Background: A deep understanding of data processing is crucial for this project, particularly in the context of graph technologies. Experience in working with large datasets and complex data structures is highly desirable. - Familiarity with Graph Technolog...

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    I'm in need of a data processing expert who can assist me in developing an architecture to analyze knowledge graphs using ETL and machine learning. Key Tasks: - Leveraging Data Processing Expertise: I need someone with a strong background in data processing, particularly in relation to graph technologies. Your role will be to harness this knowledge to create an efficient and effective architecture for analyzing knowledge graphs. Ideal Skills and Experience: - Strong Data Processing Background: A deep understanding of data processing is crucial for this project, particularly in the context of graph technologies. Experience in working with large datasets and complex data structures is highly desirable. - Familiarity with Graph Technolog...

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    I need the FADNet CNN to be trained, optimized (purged), quantized and compiled to be used on the Xilinx DPU. You should know about NN, PyTorch, Python and the Vitis AI tools Tasks to do: - Train the NN - Optimize (prune) - Quantize - Compile

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    ...captivating chest piece. Here are the details: - Size and Placement: The tattoo should be large, covering the top left side of my chest. Ideally, it should start from my left shoulder and extend down to my elbow. - Project Timeline: The design needs to be completed within a month. - The main body of the bird to be on the shoulder with it spreading out towards the chest. - Feel free to add some colours red and a dark blue. - There are some great designs online, but i want something unique and individual. - My sprit animal is a wedge tailed eagle. - My right arm and chest already has some tattooing on it, so this will need to cross over. The ideal freelancer for this project should be experienced in designing large tattoo pieces, particularly those integrating P...

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    I'm in need of a meticulous and detail-focused data entry specialist to help with a significant volume of daily activities that need to be recorded. Key Requirements: - The data involves different types including textual information, numeric values, and dates and times, which should be accurately entered. - You will be dealing with over a hundred entries daily, so speed and efficiency is crucial. - The format for the data entry should be a spreadsheet, such as Excel or Google Sheets. Ideal Skills and Experience: - Proven experience in data entry, particularly with large volumes of information. - Proficiency with spreadsheets and data entry software. - Attention to detail and accuracy, ensuring that all data is entered correctly and consistently. - Time manage...

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    I'm in need of a Python developer to create a script for my custom CRM. Scrape sku numbers,prices and images from website to update database. Primary duties include: Scrape sku numbers,prices and images from website to update database. Primary duties include: Skills and Experience: - Proficiency in Python scripting is required - Prior experience with data scraping is essential - Familiarity with custom CRM platforms would be highly beneficial

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    I'm seeking an architect with a flair for traditional styles to help with the design of a residential project. Key Responsibilities: - Construction plan...seeking an architect with a flair for traditional styles to help with the design of a residential project. Key Responsibilities: - Construction planning and design - Drafting traditional architectural designs - Collaborating on potential modifications Ideal Candidate: - Proven experience in residential architecture - Strong portfolio in traditional design styles - Excellent problem-solving skills Please note, the client has not stated preferences for specific elements such as an open floor plan or large windows. Applicants are free to make suggestions based on their own expertise and understanding of tra...

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