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    ... punctuation, or structure. I have attached a snapshot of 25 products. Here's what the project entails: - The majority of the revised product descriptions will need to fall fall within the 100-250 words range. However, this may vary from time to time depending on the individual product details. - The need is for a flexible AI model that can cater to a wide spectrum of product categories. There's no focus on specific categories, hence, versatility in the AI model is necessary. - The main goal is to enhance the product information, meaning the AI should be capable of not just rephrasing but enriching the descriptions in a manner that portrays the product more effectively. - Ensure each description is clear, structured, and optimise for SEO. Maintain a consiste...

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    Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis's business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies. As a Site Verifier, you will be responsible for verifying a company’s existence through visual data by conducting a site visit to ensure that we provide reliable and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' names, etc. • Take pictures of the subject company and its vicinity per Confirm...

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    HR Survey Data Analysis 6 days left
    VERIFIED

    I'm in need of a freelancer who can take a look at our HR survey data. The objective is to analyze the data by performing the following tests: Kolmogorov-smirnov test (for one sample and for two unrelated samples) Kruskal Wallis - H Test ANOVA T Test for two unrelated means General Liner Model Ordinal Logistics Regression Spearman Correlation Pearson Correlation

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    ...The project at will be customized and the UI from will be modified to use this chatbot's backend. Necessary changes include: Only premium members can upload files. Two models will be selectable: ChatGPT 3.5 and ChatGPT 4.5. A maximum of 15 MB and 2 files can be uploaded. Only premium users can select the ChatGPT 4.5 model. Users will be able to see their spent token amount and remaining daily tokens in the UI. Daily Limit & API: An area will be created in the admin panel where I can change the ChatGPT 4.5 and ChatGPT 3.5 APIs and set daily token limits. Dashboard: A dashboard will be created showing daily, weekly, monthly, and total registered users, the number of active users, the number of subscriptions purchased

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    Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis's business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies. As a Site Verifier, you will be responsible for verifying a company’s existence through visual data by conducting a site visit to ensure that we provide reliable and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' names, etc. • Take pictures of the subject company and its vicinity, as per Confi...

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    ...Perspective Human Resources Developer (PHRD), in refining our business development and strategy. Our agency is committed to promoting organizational growth and operational excellence through our comprehensive HR services1. The profile for PHRD is already complete, and we now require expert guidance to enhance our business approach. Scope of Work: Business Development: Analyze our existing business model and identify growth opportunities. Develop strategies to expand our client base and increase revenue. Explore potential partnerships and collaborations. Create a roadmap for sustainable growth. Business Strategy: Evaluate our current HR services and offerings. Craft a forward-thinking HR plan that aligns with our business objectives. Provide insights on organizational design and...

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    We are looking for profficient ML developers to help with our project, we seek expertise in the below tasks: --Sglang/vllm llm deployment on cloud platforms, such as dstack sky and salad --Stable diffusion finetuning, and efficient cloud deployment --Can define custom model architectures in Pytorch --Experience in Transformers, Diffusers, and huggingface This project will potentially continue for a long period of time, so developers that delivered great work in early stages will have the chance to work long-term with us.

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    Confirmis ( ) is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies. As a Site Verifier, you will be involved in our pre-employment screening by conducting a visit to our candidates’ former employer address with the candidate’s consent letter. JOB DESCRIPTIONS: • Conduct the site visit to the candidate’s former employer • Conduct the basic verification about the candidate in the candidate's former employer; to verify whether the candidate was indeed an employee at the specified com...

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    a simple cnc model for electronics enclosure (aluminium). a 10 min job for someone that masters cad. the project must result in step file.

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    I'm in need of an expert in 3D modeling, especially with jewelry design. The primary task is to convert existing jewelry models from .jcd format (JewelCad) into FBX files. If you've worked with jewelry models before, that would be a big plus. Key Requirements: - Convert 3D models from .jcd to FBX format - Ensure that the mesh is not broken in the process - Avoid merging metal and diamond/stone parts into one - Previous experience in 3D modeling for jewelry design is preferable This is an initial trial with 4-5 models, and if the work is satisfactory, I have over 500 more models that will require the same conversion. The end use of these models will be online display, so your expertise in optimizing for this purpose would be a plus.

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    Trophy icon FulChess3D Animated App Development 29 days left

    ...design principles 3. Familiarity with 3D model integration into gaming apps 4. Background in chess or strategic game development is advantageous In conclusion, I am looking for a skilled app developer who can effectively use our provided 3D models to create a seamless and engaging gaming experience across multiple platforms. If you have an eye for detail, a love for chess, and are passionate about innovative game development, this project is ideal for you. There is an estimate of 605 million active chess players in the world, as many as the Facebook users. This game is aimed to them, expanding the noble game into today's three-dimensional world. Available to discuss about sharing revenues from the app distribution. Full set of rules and physical model (prototype) ava...

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    I'm looking for a CFD expert who can use Ansys Fluent to assess the liquid displacement in a cylindrical tank. The tank will undergo different phases including deceleration, pitching, and rolling. Key Requirements: - Utilize Ansys Fluent to model the fluid behavior inside the tank during deceleration, pitch, and roll - Generate a comprehensive report with numerical data and visualizations that clearly show the liquid displacement Ideal Skills for this Project: - Proficiency in CFD, specifically using Ansys Fluent - Experience in modeling and analyzing fluid behavior in various scenarios - Ability to generate detailed reports with numerical data and visualizations Please note that the results of this simulation will be used to assess the liquid displacement in the tank under...

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    I'm in need of an expert in Machine Learning who can successfully build a Language Model for me. Train this LLM on data that I'll provide. The key specifics about the project involve: - Data Handling: My data currently lies in PDF format. Therefore, you need to be proficient in working with PDF data and possibly transforming it for the training process. - Database Knowledge: The data is stored in a MySQL database. You must have experience working with MySQL databases and effectively extracting data from them. - Document Types: This project solely revolves around PDF documents. I require somebody with a proven track record of handling and working with PDF data. Skills required: Machine Learning, MySQL, knowledge of handling PDF data and documents.

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    Here is the link: It allows the users to Custom Pet Portrait. So we are going to develop an APP to let people to custom their own pet Portrait easier and better. This is...without losing quality. Tips: Consider offering a "surprise me" option where the AI generates a random portrait for the user. users to share their creations on social media directly from the app. Our questions: want to add more anthropomorphic identity for the Users to choose at back end. AI modal to use for this APP, do we need to turn or custom an AI functional model for it. are going to support for multiple sizes for the pet Portrait we will print in future. we edit the image which generate by AI ?

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    I'm in need of a 3D model for my product. The primary purpose of this model is for visualization. The model should be: - Moderately detailed with textures: I want the model to look realistic and appealing, while not requiring excessive detailing - Final delivery in OBJ format: This should be an easy format to work with, so that the model can be easily integrated into various 3D software. The ideal freelancer for this job would have experience in creating 3D models for visualization, and should be proficient in working with moderate detailing and textures. Being able to deliver in OBJ format is a must.

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    ...convert a 3D model I have of a sheet metal part from Rhinoceros 3D to a flat pattern in DXF format. The intention behind this flat pattern design is for manufacturing purposes. Key Requirements: - Experience with Rhinoceros 3D: As the 3D model is in Rhinoceros, you need proficiency with this software to understand and handle the model appropriately. - Sheet Metal Design: Proficiency in sheet metal design is crucial to ensure the flat pattern is suitable for manufacturing. - DXF Conversion: You should have experience in converting 3D models into flat patterns for manufacturing, specifically in DXF format, as this is the final deliverable needed. - Attention to Detail: Given this is for manufacturing, precision is key. Please make sure the flat pattern is accurate...

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    I'm in need of a 3D artist who's proficient in producing basic character models for 3D printing, that will be commercialized. The task will involve: - Creating 3D character plant pot model: Your primary task will be to design character with basic shapes and features. The emphasis will be on simplicity and functionality, keeping in mind that this model will be 3D printed. - Ensuring suitability for 3D printing: You'll need to ensure that the models you design are structurally sound for 3D printing. Understanding the requirements and constraints of 3D printing will be crucial. - Aesthetic considerations: While the models are basic, they should still have an appealing aesthetic. It's important that the character look visually interesting and engaging desp...

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    I'm in need of someone with solid expertise in predictive modeling using machine learning and artificial intelligence. Key Project Details: - The project's primary aim is to create a predictive model. - The model will work with data, though the specifics are not provided. - The expected accuracy level for the model has not been specified. The ideal candidate should: - Possess considerable experience in creating predictive models. - Have a strong background in machine learning and artificial intelligence. - Be able to adjust model creation strategy based on type of data to be used. - Have a history of delivering effective predictive models. Please provide examples of your previous work in the field and any relevant qualifications that showcase you...

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    I already have a 3D model of a car and now, I need an experienced 3D texture artist to UV unwrap it for me. Familiarity with Cinema4D is crucial since it's the software I commonly use. Requirements: * Proven experience in UV unwrapping textures for 3D Models * Extensive understanding of Cinema4D * Strong attention to detail in texturing models Given the complexity involved, I expect potential freelancers to showcase their similar previous projects to help me make the best choice. Prove your expertise in turning mundane models into visually arresting creations. The perfect hire will have experience texturing 3D specifically. My hope is to find someone capable, efficient, and truly dedicated to their craft. Looking forward to seeing your proposals! Thank you!

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    I'm looking for an experienced data analyst with expertise in python and data modelling to apply a model and predict greyhound results either winner / loser or position. I have attached a data file 8000+ races and 68 data features. The last two columns contain a finishing 'position' and winner classification. Once you have a model that you think is working I will send you a new data file which your model has not seen and you can provide your predictions. If the model work wells then I am happy to pay for it.

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    I'm looking for a Python developer who has experience working with ONNX runtime and Huggingface's Transformers model. The primary application of the ONNX model is for vision-language tasks. Key requirements for this project include: - Exporting an ONNX runtime web model from a Huggingface Transformers model - Enabling real-time inference with the ONNX model Ideal candidates will have: - Strong proficiency in Python - Familiarity with ONNX runtime - Prior experience with Huggingface's Transformers - Knowledge in handling vision-language models Your responsibilities will include: - Developing and testing the ONNX runtime web model - Ensuring the model is capable of real-time inference - Providing documentation for the model&...

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    Confirmis () is a Singapore-based business information provider specializing in connecting businesses with global capabilities; comprised of industry veterans, Confirmis's business model is designed to overcome perennial lack of data (let alone quality data) to support effective decision-making, particularly in developing economies. As a Site Verifier, you will be responsible for verifying a company’s existence through visual data by conducting a site visit to ensure that we provide reliable and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' names, etc. • Take pictures of the subject company and its vicinity per Confirm...

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    ...required. - Would like to have the Folder that has been configured, in case I wish to make any amendments. I have an understanding of Arduino IDE but VS code, and trying to configure the above, has lost me several days, sweat, blood and tears. AUTO GENERATED: As a skilled firmware developer, you should have a strong understanding of Marlin, 3D printer hardware, and specifically the Creality CR-X model. This project will require the following skills and experience: - Experience with firmware development for 3D printers - Deep understanding of Marlin firmware - Familiarity with Unified Bed Leveling (UBL) - Experience working with the BigTreeTech SKR v1.4 Turbo mainboard The successful completion of this project will result in an optimized, feature-rich firmware for my Creal...

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    I'm in need of a skilled statistician who can help me decipher and identify trends in public data related to clinical trials. Specifically, I'm interested in understanding the demographic trends represented in this dataset. 250 unique trials containing data on gender, race and ethnicity to determine if operational model used has impacts on diversity. Key Responsibilities: - Utilize statistical techniques to analyze public clinical trial data - Identify and interpret demographic trends within the dataset Ideal Skillset: - Proven experience in statistical analysis - Familiarity with clinical trial data and its unique challenges - Strong understanding of demographic trend analysis - Ability to communicate complex statistical findings in a clear and concise manner.

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    I'm looking for someone skilled in Blender to create a cartoonish character model for a VRChat avatar. The model needs to be fully rigged and able to support a range of pose changes. Specific customization elements that the character model must include are his guns with shoot effects, which should be a toggle feature, a removable hat and glasses, and a coffin. Experience in creating VRChat avatars is a plus.

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    I am in need of a Programmer who is experienced in Python, Machine Learning , SQL and have working knowledge of full stack development. We need someone who can help us training a LLM coding assistant. You wou...development. We need someone who can help us training a LLM coding assistant. You would not be working on coding side of LLM, you would be working mainly on creating conversations for a programming problem to train LLM. Ideal Skills and Experience: - Proven expertise in Python programming and Django framework - Hands-on experience with Scikit-learn library for model training - Demonstrated knowledge and experience in Machine Learning and AI Model Training - Working knowledge of ReactJS & NodeJS If you think that you fulfill above criteria. I would be more than ...

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    I am seeking a Sketchup Guru to create a 3D model for architectural visualization purposes. The ideal candidate should have experience in creating modern architectural designs and be able to incorporate intermediate level textures and materials for a realistic presentation. The project requires attention to detail and the ability to bring the vision to life. This project would be perfect for someone who is creative and skilled in using Sketchup to create visually stunning designs.

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    I'm seeking an experienced statistician with proven expertise in SAS Enterprise 14.1 to provide me with support in my analysis. Key Responsibilities: - Assist me in the data modeling process, including defining the variables, developing the model, and interpreting the results. - Help me in the hypothesis testing phase, ensuring that we're using the correct statistical tests and interpreting the results accurately. - Support me in the process of forecasting, if relevant to the dataset. Ideal Skills and Experience: - Proven experience in using SAS Enterprise 14.1 for statistical analysis. - Strong background in data modeling, hypothesis testing, and potentially forecasting. - Excellent communication skills, as you'll be guiding me through the process and explaining t...

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    I’m looking for a skilled professional to help me create 3D photographs of people. The primary purpose of this project is to have these images utilized to create a model. Key Requirements: - Develop 3D photographs focusing on people - Sufficient experience in creating 3D photography - Ability to understand the purpose of these images The ideal candidate should have: - Proficiency in 3D photography - Strong portfolio of previous work, preferably with people as the main subject - Experience with creating 3D models from photographs This project is a great opportunity for someone who enjoys creating 3D models and working with photographs of people. If you think you have the skills and experience that match my requirements, feel free to bid.

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    I'm seeking a skilled architect who can help me design a small residential property in 3D. It's important that you have experience in both interior and exterior facade design. Key aspects of the project include: - Creating a 3D model of the small property. - Designing the interior layout with a focus on space optimization and functionality. - Crafting an attractive and practical exterior facade that complements the overall design. Your proficiency in using architectural software and your keen eye for detail will be essential in bringing this project to life. If you have a portfolio that showcases your previous residential architectural work, I'd love to see it. Looking forward to collaborating with you. This is a small project. Please quote accordingly. You will be...

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    PDF to Excel Text Scraping 6 days left
    VERIFIED

    I need a freelancer to scrape text data from a PDF and output it into separate cells by paragraph in an Excel document. Key Requirements: - Extract and convert text data from a PDF into a structured Excel file. - Each paragraph should be in a separate cell in the Excel sheet. Ideal Skills and Experience: - Proficiency in PDF scraping and Excel data entry. - Attention to detail to ensure accurate data transfer. - Understanding of text formatting to ensure the data is organized accordingly in the Excel sheet.

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    I require a database model diagram based on a description I will provide. The diagram should serve as a basic overview, capturing key tables and relationships within a relational database. Key Requirements: - Relational Database: The diagram should be tailored for a relational database system. - Basic Overview: The scope of the diagram should be limited to key tables and relationships, providing a clear, high-level representation of the database. Skills and Experience: - Proficiency in database design and modeling - Experience with relational databases - Ability to translate abstract descriptions into structured database models Please note that I do not require documentation on the database model diagram. The focus here is on the clarity and accuracy of the visual repres...

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    I am seeking a highly experienced full service Affiliate Management with a proven track record to uphold two Beta affiliate opportunities. See affiliate details middle http://ww...Conscientiously monitor our affiliate program to ensure its success, making necessary adjustments as required. Qualifications and Experience: - Prior Experience in Affiliate Management: Demonstrable experience in managing affiliate programs is crucial for this position. - High-Ticket Affiliate Program Skills: Familiarity with high-ticket affiliate programs is critical to understand our business model and deliever excellent returns. Time Commitment: To snowball and be progressive 2,000+ affiliates planned in 1 year 4 news articials

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    AI Development cyber security 6 days left
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    I am looking for an artificial intelligence developer to develop a cybersecurity module using the famous vulnerability logging site CVE As the model is trained on all web vulnerabilities and server vulnerabilities presented, then we provide it, for example, with our website, so it searches for gaps or security problems. Then it gives us reports with the severity rating of the vulnerability, whether inside the server or on the site itself This is a CVE database that the freelancer choosing for this topic might benefit from The model must be highly developed and highly trained

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    I need a talented drafter or designer to transform a 2D architectural plan of a subdivision into a 3D video model, including images and animations. Key features I'm looking for in this project: • Convert a 2D architectural plan, with somes virtual pics, into a detailed 3D video model of the subdivision, which spans a total area of 77948.20 m2 • Include common area features and certain buildings with specific design attributes. • Focus on creating 3D illustrations of the external structure of the buildings and recreation area. • Generate images and animations in daytime lighting conditions. Ideal freelancers for this project should have: • Proficiency in 3D architectural rendering software • Experience in creating 3D models of large outd...

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    The task involves integrating a machine learning model, specifically in the ONNX format, into a Flutter application to enable text classification into five categories based on user descriptions. This requires the development of a custom Flutter plugin that facilitates communication between Flutter's Dart code and native code on both Android and iOS platforms. The plugin will utilize the ONNX Runtime to handle the loading and execution of the model, with the Flutter application calling this plugin to process and classify text inputs. (My budget is no more than 30 euros but i will habe 3 models on the same application if you are successful so please do not waste both of our time if you dont have time or dont agree with the budget.)

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    I'm looking for an expert 3D modeler to create high-quality game objects for my project. Key objects include a club set for a club environment, as well as various types of golf sticks. The candidate should: - Expertise in 3D mo...file for preview in game shop (that consist of wood/iron/wedge/putt) so you need to provide me with this 5 different 3d file+texture in JPG format In this project post, I also attach example of .mqo file that can be used as baseline to create the club design (position, variable/parameter name later on when design must not be changed). Condition of work success: able to view it properly in the model viewer app (application that can resembled what it look like inside the game). necessary game tools and tutorial will be given if the project is awarded...

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    I'm looking for an AI/ML model developer who can create a web application that will provide personalized shoe recommendations. These recommendations should be based on scanning the user's feet. The final output should be an interactive 3D model of the recommended shoes. Key features of the project include: - Developing an AI/ML model for shoe recommendations - Integrating this model into a web application - Implementing a personalized recommendation system based on scanning the user's feet - Displaying the shoe recommendations through an interactive 3D model, not just a curated list or comparative metrics Ideal skills and experience include: - Proficiency in AI/ML model development - Experience in web application development - Fam...

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    I require a skilled 3D artist to create and rig a character in Blender. - Style: The character will be based on a Photoshop file I will provide. - Modeling: You will need to accurately translate the design from the Photoshop file into a 3D model. - Rigging: The character should be properly rigged for animation. This includes creating rig controls for basic movements such as walking and running, as well as facial expressions. Ideal skills for this project include proficiency in Blender, experience with character modeling and rigging, and attention to detail. A good eye for both realistic and cartoon design elements is also crucial. Note: Please provide a portfolio or samples of your previous character design and rigging work. At the end of the project I need the Blender fil...

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    I'm in need of a skilled developer who can create and train a neural network for predictive analysis. The purpose of the network will be to process structured data (most likely in CSV or Excel format) for academic and research purposes. Key Requirements: - Expertise in neural network development and training - Strong background in predic...Expertise in neural network development and training - Strong background in predictive analysis - Proficiency in handling structured data - Familiarity with academic and research standards It would be great if you have experience with similar projects and can provide insights or suggestions to enhance the network's efficiency. I'm looking for someone proactive who can not only build a reliable model but also ensure it fits the req...

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    I'm looking to develop a 3D prototype of a triple spooler skid. The purpose of modelling is mainly for prototyping. The technical requirements for ...prototype of a triple spooler skid. The purpose of modelling is mainly for prototyping. The technical requirements for this project are as follows: - Proficiency in the use of SolidWorks for 3D modelling - Solid understanding of steel properties, as that is the primary material required - Experience in oilfield equipment design is a plus. Your task will be to produce a comprehensive and realistic 3D model using steel. The final product should be a fully detailed and accurate representation of a triple spooler skid. Please include any relevant portfolios supporting your prowess in SolidWorks and industrial equipment design in yo...

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    I need a 3D structure expert who can develop an engaging and detailed 3D design for a modern duplex house project using the attached floor plan. The main purpose of this model is for architectural visualization. Key Requirements: - Proficiency in creating 3D floor plans. - Strong grasp of modern architectural styling. - Ability to incorporate specific elements into the plan, such as a home office. Your creativity and ability to interpret my vision into the model is essential. Experience in architectural visualization projects is a must, and when bidding, please provide examples of your previous work specifically related to modern architecture. I have attached the floor plans from Engineer.

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    placeholder 9 days left

    3D model of the placeholders in 3 versions. deliveries: 3 stl files 3 source files

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    I'm in need of a skilled Sketchup expert to create a highly detailed 3D model for a mixed-use development, intended for architectural visualization that I can edit later on my own. Key project details: - **Purpose**: Architectural Visualization - **Detail Level**: Highly detailed with textures and materials - **Project Scope**: Mixed-use Development Ideal skills and experience: - Proficiency in Sketchup - Architectural visualization expertise - Experience in creating highly detailed models - Ability to incorporate textures and materials Looking forward to working with a professional who can bring this project to life, providing a realistic and immersive visual representation of the mixed-use development.

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    Talented 3D Animator wanted to create a 45 second realistic animation for a fantasy-themed music video. No character development or character-animation required. Only the pages of the book and the text inside the book need to be animated. Additionally, integration of p...the animation as a work-for-hire. You will be credited in the final video. Please do not reply without watching all the references (links below), including the actual excerpt from the music video where the animation needs to inserted. (As of now, the segment is a black screen with voice-over) ------------------ References: "Shrek" opening scene: 3D Model of a fantasy book: Music Video Excerpt:

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    Seeking a ~Mobile App Developer to create a cross platform (iOS & Android) app with embedded python, allowing communication with a downloaded Large Language Model (LLM). The app should operate offline and include GPU utilization control. Requirements: 1. Cross-platform app (iOS & Android) with embedded Python. 2. Ability to communicate with a downloaded LLM offline. 3. Clean, intuitive chat interface. 4. Previous Q&A history section with retrieval and deletion options. 5. settings selection including Dark Mode, with the following options: Text-to-Speech Option Voice Input Meeting Summaries Document Summarization Bidding Details: Please provide bid cost and timeframe completion Additional Information: User-friendly interface and efficient functionality are ...

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    Amazon Seller account Opening 6 days left
    VERIFIED

    ...show that you have experience opening Amazon Seller Accounts. The Business is licensed in the State of Wyoming, but the owner is living outside of the US. We have the following documents; - Company formation document - Business address in the USA (Without utility Bill) - Address outside the USA (With Utility bill) - EIN Number has already been issued. - US landline number - Outside US-Cell Phone number. - US Bank Account Outside US bank Account. You must be confident that the account can be approved with the above! We have experience with amazon, and amazon account openings so we know what is required we just do not have the time currently to open another account. If all done well future work may be needed, such as Listing Service, and advertisement. Please ...

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    I'm looking for a skilled freelancer to assist in setting up a cloud-based Software as a Service (SaaS) model, primarily for software development and testing, with a focus on real-time analytics. Key Responsibilities: - Develop and implement a cloud system optimized for software development and testing. - Integration of real-time analytics features to provide valuable insights. Ideal Skills and Experience: - Proficient in cloud architecture, particularly SaaS models. - Strong background in software development and testing. - Extensive experience with real-time analytics integration. This is a great opportunity for a freelancer with a solid track record in SaaS application development. The successful candidate will not only help establish a high-quality cloud system, but also...

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