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    I'm in need of a skilled 3D artist for creating low poly models of characters and products with only texturing required. Key Details: - Models should be of characters and products. - Models should be low poly, focusing on basic shapes with minimal details. - Only texturing is required, no shading. Ideal Skills: - Significant experience in 3D modeling and texturing. - Excellent understanding and implementation of low poly design. - Strong portfolio showcasing similar projects. - Quick response and communication are essential. - Respect for deadlines and project expectations. The freelancer should be confident about their low poly design skills, and provide an indicative rate for each model. I look forward to reviewing your portfolios and examples of previously...

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    I am currently seeking a talented individual fluent in Creo software to create mechanical models for me. As the overall structure design is the focus in this project, I require someone with exceptional ability in visualizing and designing complex structural elements. Key Aspects of the Job: - Designing mechanical models primarily focused on overall structure design - Engagement in detailed design of structural elements using Creo Ideal Skills: - Proficient in Creo software - Strong understanding and experience in mechanical modeling - Attention to detail, especially when it comes to structural design elements - Ability to work within university standards and guidelines

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    I am looking for a freelancer experienced in Sketchup 3D modeling. The project involves creating detailed 3D models of construction brackets and fittings. Key Responsibilities: - Understand specifications of the construction bracket and fittings to be modeled - Develop the respective 3D models using Sketchup Ideal Skillset: - Proficiency in Sketchup and 3D modeling - Understand construction blueprints - Previous experience in product design, specifically Construction brackets and fittings. This project requires accuracy and attention to detail. Your models should be precise and realistically depict the physical characteristics of the brackets and fittings. I am hoping to see relevant samples of your past work before proceeding.

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    Please create 3d printing files similar to the following for me: 1. %3A1170837485&click_sum=a121331c&external=1&rec_type=cs&ref=pla_similar_listing_top-5&frs=1&sts=1 3. (butterfly, AND heart) Experience in creating 3D models for printing is a must, ideal candidates would possess a strong understanding of the unique needs and limitations of 3D printing. Familiarity with PLA and modern 3d printers and their limitations required. Please provide portfolio examples of similar projects if possible.

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    I am in need of a highly skilled 3D modeler who specializes in high-poly object modeling and texturing. • Responsibilities will include creating high-poly models of specific objects. These models will be utilized in animations or high-quality 3D prints, so detail and accuracy are paramount. • In addition, the models need to be professionally textured. I rely on you to present realistic and detailed texturing on each object. Ideal candidates should have: • Proven experience in 3D object modeling and rendering. • Proficiency in creating high-poly models suitable for animation or 3D printing. • Excellent texturing skills. need a 3d stylized bus design Look forward to your creative and impactful designs!

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    ...gallery of all the featured, trending art, latest art; refer and demo video. • Shop section: 2 types of users - buyer and seller; Buyer buys the work from shop; Seller post their work in the shop for sale; Seller should have an upload option to add his/her work in shop- refer demo video and image that i have shared ; Items include Digital arts, visual assets like 2D , 3D models, 2D game assets, sound files, green screen etc; refer Shop- Marketplace for kind of digital assets. • Job section: 1)user can put job offers. 2) another user can apply to the job offers if they want. • Cart: cart icon can be on top of shop like in ; User can add desired items to cart , and proceed to payment; • Payment: Payment should be only online

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    This project entails making design adjustments to my current resume hosted on Microsoft Word. Specifically, the primary task involves updating the layout and spacing of the document to achieve a balanced distribution of text across different sections. Here is what that scope includes: - (3) changes to existing word document. - Identify areas where the text isn't evenly spread out - Develop a strategy to correct uneven text distribution - Implement these changes to the layout and spacing in the Word document The revamped document must: - Look professional and balanced on all pages when emailed / printed - Be delivered in both PDF (not exceeding 1.00 mb) and Word formats Ideal Candidate: - Fluent in English with strong attention to detail - Experience working with Microsoft Word - ...

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    I'm seeking a skilled 3D artist with proficiency in Blender to create a detailed character model of a exotic bully. The model will be used as a trophy top, ...a rose blanket like that resembles the Garland of Roses given to the winner of The Kentucky Derby. I need this to be optimized for a fdm printer. I have a few assets to work with to accomplish the job that I'll send over. Ideal skills for this project: - proficiency in Blender or other organic modeling software - Strong experience in character modeling - Ability in sculpting high-detail models The model should be of medium detail, suitable for trophy. Please include samples of previous character modeling work in your bid. Will need model within 3 days of bid. attached is the idea I'd like, but done wi...

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    ...miniature 3D model should fall somewhere in the medium size range, between 4-6 inches. • Style: The aesthetic style should align with the Coeurl as depicted in Final Fantasy XVI. Ideal skills include proficiency in 3D modelling software, an understanding of Final Fantasy creature design, and the ability to deliver the final product in a format suitable for 3D printing. Previous experience in creating models for tabletop gaming would be a bonus....

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    I'm seeking a proficient CAD drafter with a specialty in SOLIDWORKS for the creation of a simple assembly model. It's required to have the final model compatible with STL file format. We have STL file for a plastic tray. I need someone who can change it to make it two parts to serve a special function. Ideal Skills and Experience...SOLIDWORKS for the creation of a simple assembly model. It's required to have the final model compatible with STL file format. We have STL file for a plastic tray. I need someone who can change it to make it two parts to serve a special function. Ideal Skills and Experience: - Expertise in SOLIDWORKS, particularly with assembly models - Familiarity with generating STL compatible files - Strong attention to detail and precision in drafting...

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    ...around developing a deep learning model to undertake classification with an instance segmentation method. A blend of both pre-trained and custom models will be employed for this unique task. Key specifications include: 1. Application of CNN, Transformer, Mask R-CNN methods. 2. Usage of both pre-trained and bespoke models specifically optimized for our images. 3. The core objective is object recognition, specifically focusing on 'Core' objects within our provided images. The ideal candidate should possess a strong understanding of: - Deep Learning concepts and implementation. - CNN, Transformer, and Mask R-CNN. - Customizing or adapting pre-trained models. - Experience in object recognition projects, particularly those pertaining to 'Core' obje...

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    I'm in need of a highly skilled Python Developer with a focus on Machine Learning for my project. Your core tasks will be: - Developing predictive models and algorithms - Implementing algorithms in the models Expertise in the following machine learning frameworks is expected: TensorFlow, PyTorch, and scikit-learn. Ideal Skills: - Proficient in Python programming language - Strong background in Machine Learning - Experience with TensorFlow, PyTorch, and scikit-learn There's no rush on this project, high quality work is the top priority. The timeline is flexible and can be fit into your existing project commitments. I'm looking for a well-rounded, experienced individual or team who can handle this project effectively and efficiently. Let's discuss more d...

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    ...complexities of business models from a modeler's perspective. Key areas of expertise necessary: - Comprehensive understanding of the insurance industry generally, with a strong focus on property insurance. - Proven track record in creating or managing risk assessment strategies within the insurance sphere. - Able to provide actionable advice to evaluate current risk assessment processes within property insurance. - Ability to work on a small team - Strong technical writing / documentation skills In essence, the ideal candidate should be able to furnish me with a deeper understanding of the property insurance risk assessment from a business model's perspective and how to optimize it for efficiency and effectiveness. They should be adept in grasping complex b...

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    • Build an Express GraphQL API • Build a React front-end that utilizes Express GraphQL API • Perform CRUD operations Expected Functionality: React front-end (Correct components, forms, event handling, login) MongoDB database (config files, models) Express GraphQL API (Correct models, schemas, CRUD operations code, authentication/authorization, Correct , , and files) Friendliness (using CSS to align the React elements, React-Bootstrap, etc.) Innovative features (extensive use of ES6+ syntax, UI design ect

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    I am in need of a freelancer who is proficient in converting DWG plans into 3D SketchUp models. My current focus is on residential buildings, specifically the conversion of their interior furnishings in moderate detail. As a freelancer, you need to have a good grasp of 3D SketchUp modelling and must be attentive to the material details of different home furnishings. Proven experience in residential building modeling would greatly benefit your application. Your main responsibility would be to: - Convert DWG plans of residential buildings into 3D SketchUp models - Ensure moderate detailing in the conversion of interior furnishings - Maintain the accuracy of material details If you have an eye for detail and a passion for 3D modeling, I'd love to hear from you.

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    I'm in need of an online transaction expert for my online Rummy Game project. The specific requirements include: - Integration of a secure and efficient PayPal gateway. - The gateway should have the capacity to support transactions from Credit Cards, Debit Cards, and E-Wallets. - Apply the best practices to protect and secure the confidentiality and ...capacity to support transactions from Credit Cards, Debit Cards, and E-Wallets. - Apply the best practices to protect and secure the confidentiality and integrity of all transactions. The ideal freelancer for the job is someone with a deep understanding of PayPal's API, online transactions, and cybersecurity. Experience with integrating payment gateways into gaming platforms or similar business models would be beneficial f...

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    ...seeking a proficient machine learning specialist who has ample experience in developing and implementing effective machine learning models. The ideal candidate should creatively use these models to enhance product search and recommendation capabilities on our site. Key Tasks: - Develop ML models using Java that can understand and predict user interactions - Implement Natural Language Processing (NLP), Collaborative Filtering, and Neural Networks - Preference for experience with related frameworks and libraries such as TensorFlow and NumPy Project Needs: - Handle various types of product data including text descriptions, image data, and customer reviews. Your models should be capable of intelligently analyzing and utilizing this data for improved search resu...

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    I am actively searching for an OpenAI professional with a deep background in working with GPT-3.5 turbo fine tuning and fine tuning of other opensource models. Key Responsibilities: - Fine-tune and improve upon existing opensource models to make them more efficient and accurate. - Collaboratively experiment with different approaches to text generation. Ideal candidates should include in their application: The fine tuning work that they did in the past. Let's discuss how your background and expertise can benefit this project. You will be training me with some of these concepts.

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    ...product, which comes in medium-sized boxes ranging from 500ml to 1 liter. The key requirement is to capture images of the product with various people, showcasing its use in everyday life. The ideal photographer should have the following qualifications: Extensive experience in both product and lifestyle photography, with a portfolio that includes working with diverse models. Access to a range of models or the ability to source models for the photoshoot, ensuring a variety of people are represented in the images. Exceptional skills in photo composition, lighting, and capturing products in a way that resonates with the target audience. Proficiency in photo editing and retouching to enhance the final images for use on our website and other marketing materials. Creativ...

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    ...visuals (e.g., product images or 3D renderings) that showcase the platform's capabilities How It Works Section: Present a simple, 4-step process explaining how to use WoodXEL to create and download a custom 3D wood panel model Include a screencast video showcasing the platform's ease of use (placed after step 4) Key Benefits Section: Highlight the main advantages of using WoodXEL, such as free 3D models, user-friendly tools, real-time previews, and the ability to transform photos into unique wood art Testimonials Section: Showcase 2-3 testimonials from satisfied customers that emphasize the benefits and results of using WoodXEL Include customer names, photos, and their roles (e.g., interior designer, architect) Final CTA Section: Include a solid call to action encou...

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    I'm looking for an experienced development team to design a 3D configurator website for pool enclosures. The key features should include: - Material options: The models should showcase alternatives from 4 different lighting designs - Color options: Users should have the ability to customize colors. - Photo Upload: Crucially, the configurator needs to accommodate customers uploading a photo of their swimming pools to allow for a realistic and personalized design illustrating how our lighting products will look when installed in their pool enclosure. Ideal skills required for this project include proficient knowledge in 3D design, web development, and UX/UI. Experience in eCommerce or product configurators would also be beneficial. The end goal is to create an engaging, user-f...

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    I am looking for an experienced Python developer who can implement a web application ( using Flask) with text classification capabilities. You'll be dealing with models that are already structured and ready to use. Your task will entail: - Building a web interface that is straightforward and user-friendly. - Incorporating basic functionalities for data import/export. Ideal candidates should have hands-on experience in Python, particularly in handling text classification and embedding. Technical skills in creating simple interactive web applications, especially those capable of exporting and importing data, are also required. Your ability to translate complex solutions into simple, easy-to-use interfaces will be much appreciated. Knowledge and experience in data visuali...

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    I require someone skilled to recreate a human 3D model, based off reference images I will provide. - The model should include distinguishing features and general shape as per the reference image. - It doesn't need to be too detailed, a basic level of detail is sufficient for ...and general shape as per the reference image. - It doesn't need to be too detailed, a basic level of detail is sufficient for this project. - The 3D model has to be crafted using Blender specifically. Ideal Skills and Experience: - Proficiency with Blender is absolutely essential. - A solid understanding of human anatomy in relation to 3D modeling. - Previous experience in creating human 3D models. - Good communication for any necessary clarifications. - Attention to detail to deliver on my sp...

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    ...(NLP), and machine learning techniques. The project will involve the creation of a robust system capable of collecting and analyzing customer data, segmenting audiences, generating customized marketing content, and providing product recommendations based on user preferences. Key Project Phases: 1. Technology Selection: Identification and selection of optimal technologies, including Large Language Models (LLMs), NLP frameworks, and data analytics tools to ensure scalability and efficiency. 2. Data Collection and Preprocessing**: Implement techniques for extracting relevant customer data from CRM systems and databases, emphasizing data quality through thorough cleansing and preprocessing efforts. 3. Segmentation Algorithm Development: Design algorithms to categorize customers i...

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    My project involves image classification and I'm seeking a skilled developer to convert my Python project/models to ONNX. The current format of these models is PyTorch. It's important that the conversion is flawless and optimized for face liveness detection in a C# environment. Next, I want the ONNX models integrated into a sample C# application. The focus will be on user interaction, so knowledge of GUI development would be beneficial. Ideal applicants should have: - Expertise in ONNX, Python, and C# programming - Experience with PyTorch and face liveness detection models - Proficient with integrating ONNX models into C# apps Please detail your experience with similar projects in your bid.

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    I need a chess app developed for web platforms. It must deliver a clean, minimalistic user experience and have: - Personalization Settings: Allow users to customize their profiles and game settings according to their preferences. - Multiplayer Mode: Users should be able to ...according to their preferences. - Multiplayer Mode: Users should be able to play against each other remotely. Implementation of a fair and robust matchmaking system is paramount. - Game Analysis Tool: A post-game analysis tool that can help players understand their game and improve. Ideal candidates for this project should have prior experience in web-based game development, proficiency in GPT models, as well as an eye for clean and minimalist design. A portfolio showcasing similar projects will be highly ap...

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    I am seeking a proficient 3D designer adept at architectural and interior modeling. Check out the specifics: - Project Focus: Creating medium-detailed 3D models of residential buildings. These models should be suitable for presentations. - Skills & Experience: You must have strong grasp on creating architectural and interior models. Familiarity with SketchUp or similar 3D modeling software is a must. A keen eye for detail and an innovative approach to designs will be highly appreciated. Please include a portfolio or samples of your previous architectural 3D models in your bid. Looking forward to working with you!

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    With a goal of identifying sales trends and patterns, I need an expert to redevelop a Qlik Sense application that I wrote myself a few years ago. This app has a heavy focus on product sales data sourced from a POS system, hence experience with POS data models would help Key features required: - Interactive Dashboards: Being able to interact with data is crucial. Dashboards should provide real-time results and be easy to understand. - Advanced Filtering and Drill-Down Functionality: I want to be able to get very specific with the data examined and to dive deep into individual product sales details. Sales by location yesterday vs same day previous week (filterable by location and including the total sales) Sales by Location, Yesterday vs same day last year (correct day of the week,...

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    I'm looking to create a lifelike 3D model of a specific person for holographic video calls in a virtual environment. The 3D model should exactly mimic the person's image provided by me, encompassing an impressive level of detail and realism. The ultim...speech. I am not requiring full body movements or simple hand gestures. 2. The model should be highly detailed and realistic, almost identical to the respective person's image I provide. Ideal Skills and Experience: • Proficiency in 3D modeling, with a focus on high-detail, realistic human models. • Strong background in animation, particularly facial expressions and speech synchronization. • Experience developing for virtual reality or holographic displays. • Knowledge in creating live, conversati...

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    I'm searching for a skilled Revit designer to deliver a LOD 300 model for a residential building project. This task will involve more than just creating a visually stunning model; it will serve as a tool for structural analysis. Key aspects of th...this project revolves around structural analysis, not just construction documentation or simple 3D visualization. 2. *Type of Structure:* The structure for which this Revit design is intended is a residential building. Experience in creating Revit models for residential buildings will be highly advantageous. 3. *Structural Materials:* The design should explicitly be LOD 300, which involves specifying and visualizing components in great detail. Preference will be given to those who have a thorough understanding and experience with ...

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    I have an online retail business where I sell different types of Print on Demand (POD) products, and I am looking to expand my product range. In particular, I'm interested in offeri...all designs should reflect aesthetic and bookscrap themes in a way that may appeal to these customer segments. They should be fresh and contemporary, with a touch of youthful energy. To accomplish this, I'm seeking a graphic designer with: - Experience in designing for a younger demographic - Familiarity with aesthetic and bookscrap themes - Expertise in handling designs for various types and models of phone cases - Previous work in Print on Demand businesses will be a major bonus Your primary assignment would be to develop various aesthetically appealing designs, at least 5 by the dimensi...

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    Time series analysis of some models with data file. AR, MA, ARMA models, multiple regression, AIC, BIC information criteria, MSFE, Hit Ratio in R

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    I'm seeking a skilled graphics designer to develop a vibrant, eye-catching promo design for two specific car models: the VW Transporter and VW Crafter. The design should serve to advertise these models and be compelling enough to attract potential buyers. Key Project Requirements: - Incorporate high-quality images of the VW Transporter and VW Crafter. - Feature our company logo prominently within the design. - Create catchy slogans relevant to the specific features of these car models. Ideal Candidate Skills & Experience: - Proven experience in graphic design, particularly for vehicle promotions. - An impressive portfolio showcasing creativity and attention to detail. - Familiarity with the automotive industry would be an added advantage. - Must have excell...

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    You will get 10 layout design in sketchup . base at your 3D models

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    I am presently midway through a project that focuses on transfer learning in machine learning. I am particularly interested in the application of pre-trained models, with a close focus on seq2seq for fine tuning to my dataset. - Your role would be make improvement to my code so its rouge score is improved. - - The ideal candidate should be well versed with the latest developments and techniques in machine learning, specifically transfer learning. By joining my project, you would help bring my vision to reality, while also having the opportunity to showcase your skills on an engaging, cutting-edge project.

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    I need a skilled 3D artist who is adept in creating, fantasy-themed, and highly detailed 3D models intended for 3D printing. Key Requirements: - Expertise in high-detail 3D sculpting and modelling. - Your style should lean towards the cartoonish while maintaining high-detailed design. - Experience or interest in creating fantasy-inspired characters will be ideal. A digital portfolio showcasing your previous work, especially relevant ones, will significantly influence my decision. I look forward to seeing your designs come to life.

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    I am seeking a proficient Sketchup operator comfortable to compile detailed "Layout" drawings from the 3D Models we develop. These drawings will primarily be used to construct / manufacture the designated item/s - The Purpose: For manufacturing. - No. of 3D Sketchup models : 45 - Specifications: Shopfitted Finishes - PG Bison Melawood Super Black / PG Bison Melawood Alegria / PG Bison Melawood Storn Grey - Peen / Caesarstone Vanilla 5100 / Aluminum foot kickers 100mm Brushed / 5mm Perspex "Branding" signs / Coin studded rubber matt / 19 x 19mm aluminum angles / 30 x 3mm Flat Bar / Various Internal and External Signage elements. - Project Type: The focal point of our projects revolves around Shop fitting, Carpentry / Woodwork and Signage imagery. Famil...

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    Polish Recording Project 5Male and 5Female need for this project. We have a project, that needs Native Polish speakers, we will give you the text, and you need to record 50 short sentences. you just need to download our software, to read our text and record it, it's a very easy job. 1. You will need to record in a quiet place without loud background noise. and without echo. 2. Each person is 5 dollars for 50 short sentences record. 3. The project will take about 10 mins only. If you are interested please let me know sure.I will contact u. A Good Opportunity For New Freelancers For taking 5 Star Review after their completion of the project. Thanks :

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    Polish Recording Project 5Male and 5Female need for this project. We have a project, that needs Native Polish speakers, we will give you the text, and you need to record 50 short sentences. you just need to download our software, to read our text and record it, it's a very easy job. 1. You will need to record in a quiet place without loud background noise. and without echo. 2. Each person is 5 dollars for 50 short sentences record. 3. The project will take about 10 mins only. If you are interested please let me know sure.I will contact u. A Good Opportunity For New Freelancers For taking 5 Star Review after their completion of the project. Thanks :

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    I am in need of a proficient 3D CAD designer, focused on creating accurate, detailed and high-quality models of jewellery, specifically Murthy Jewellery items. The successful freelancer should be able to create detailed, 3D CAD designs and have a comprehensive understanding of jewellery design. Key requirements include: * Proven experience designing detailed jewellery in a 3D environment. * Comprehensive understanding of jewellery manufacturing processes and materials. * Able to deliver production-ready designs. * Keen attention to detail and commitment to accuracy. * Proficient with design software, such as AutoCAD, SolidWorks or Rhino. The final design should encapsulate all the details and be ready for manufacturing. Please share a portfolio of your previous 3D jewellery desi...

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    ...the grid code requirements for PV installation connection, provided in Microsoft Word format. An Excel table summarizing the collected data, providing a clear overview of the regulations and specifications across all countries, provided in Microsoft Excel format. Requirements: Proficiency in English, with the ability to conduct research and analyze technical documents in the specified languages (Polish, Bulgarian, German, Spanish, Italian, Croatian, Serbian, Czech, Slovak). Experience in energy sector regulations, particularly regarding renewable energy sources and grid connection. Attention to detail and ability to synthesize complex information into clear and concise reports. Proficiency in Excel for data compilation and presentation. Timeline: The project should be completed...

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    I'm searching for a skilled Revit designer to deliver a...project revolves around structural analysis, not just construction documentation or simple 3D visualization. 2. **Type of Structure:** The structure for which this Revit design is intended is a residential building. Experience in creating Revit models for residential buildings will be highly advantageous. 3. **Structural Materials:** The design should explicitly be LOD 300, which involves specifying and visualizing components in great detail. Preference will be given to those who have a thorough understanding and experience with LOD 300 models. This project is best suited for freelancers who have demonstrated experience in Revit, especially within the residential domain, and a strong understanding of LOD 30...

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    I need an expert in 3D modelling who can create a human character from a picture I will provide. The level of detail required wasn't specified, but I would prefer a balance between quality and speed. Requirements: - Proven experience in creating high-fidelity 3D models from pictures. - Ability to work quickly and efficiently. - Good communication skills to understand my requirements and provide updates. Thanks and Regards.

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    I need a skilled 3D modeling expert to design functional wood wicker rectangular baskets for 3D printing in plastic. The project involves creating three separate models: - Two end caps - A middle section The uniqueness of this task lies in the design – I require an extendable model where the middle section can connect either end, allowing adjustability in length depending on how many mid sections are added. Additional points if a 3/4 inch threaded hold can be added to to either end cap. 5 inch height. While the model requires functionality, a medium level of detail is requested to maintain aesthetic appeal. Ideal Skills: - Expertise in designing for 3D printing - Familiarity with designing interlocking parts - Experience with medium level detailing - Knowledge of limits ...

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    I'm in need of a talented 3D modeler. The objective is to create miniatures from my existing 2D board game. Here's what you'll need to know: - Purpose: You will be converting my game pieces from 2D to 3D, which will add more depth and life to my game. - Size and Scale: These models should be small, resembling the scale of traditional board game pieces. - Style: Capture the aesthetic of the original board game in your 3D interpretations. This gig is perfect for modelers who have experience with board games and value accuracy in their renderings. If you've done this kind of work before, please share your portfolio when you bid.

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    ...content according to the level and progress of each student. Offering interactive and engaging exercises to stimulate learning. Providing personalized and encouraging feedback. What we are looking for: We are looking for talented and passionate scientists to help us realize this ambitious project. Your skills in Learning Machine and Data Science will be essential to develop the algorithms and models that will allow the virtual teacher to offer an optimal learning experience in addition to our teaching approach. Here are some examples of tasks you could work on: Develop algorithms to generate personalized learning content based on the level and progress of each student. Create interactive and engaging exercises for different levels and subjects. Set up automated feedback system...

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    I am seeking a seasoned 3D designer to create a detailed, architecturally accurate 3D model of a Resort & spa infrastructure. Key requirements: - Expertise in architectural visualization - Proven experience in creating complex 3D models, specifically for public infrastructure buildings - Able to incorporate textures and colors for enhanced realism The model should have a significant level of detail to reflect textures and colors accurately. A portfolio demonstrating similar projects will be greatly appreciated during the selection process.

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    I'm seeking an experienced international business development consultant, capable of forming successful international partnerships and planning. Your expertise should be centered around: - Identifying and pursuing fruitful international partnerships. - Writing a comprehensive partnership plan including the following: as is situation, target models, methodology (partnerships criteria), best practices, recommendations and execution plan.

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