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    2,000 gesture recognition hidden markov model algorithm matlab jobs found, pricing in INR

    wardrobe design for bedroom. >3d model with dimensions

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    Request details FOR EXPERTS WITH EXTENSIVE EXPERIENCE IN THE FIELD ONLY Objective: Scoring Algorithm for evaluating potential investments Data Source: 200+ proprietary historical records with up to 90 parameters Mentoring requested (to be worked with tech project lead and data engineer): • Data-Preprocessing (missing values, normalization, outliers) • Implementation methods for feature selection (e.g. correlation Analysis, feature importance, etc.) • Identify and run different algorithms (e.g., logistic regression, decision trees, random forests, gradient boosting, neural networks) • Details and rationale behind algorithms selection • Hyperparameter tuning and optimization • Cross-validation • Performance metrics (e.g., accuracy, precision, reca...

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    **Project Title: 3D Rendering Expert Needed for Artistic Bathroom Images** **Project Description:** We are seeking a skilled 3D rendering expert to create 10 high-quality, artistic images of bathrooms that showcase our specific sanitary fitting product. The primary purpose of these images is to be used in our social media marketing campaigns. We will provide the 3D model of the sanitary fitting product, and we require the final images to be visually appealing, realistic, and highlight the product's features effectively. **Project Scope:** 1. **Number of Images:** 10 2. **Style:** Artistic, photorealistic renders 3. **Scenes:** Each image should feature a unique bathroom design that complements the sanitary fitting product. 4. **Focus:** The product should be prominently fea...

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    I'm seeking an AI developer to create an AI Resume Creator. The primary f...Machine Learning - Experience in NLP and chatbot development - Proficiency in creating customizable sections for user-friendly interfaces - Understanding of how to analyze user's skills for personalized output Key Deliverables: - Implementation of an automatic template selection feature - Ensuring that the AI adequately analyzes user's skills for template selection - Testing and refining the algorithm to optimize the user experience and resume quality Your role will be instrumental in shaping the direction of this AI project. The ability to execute the vision of an AI resume creator with a strong focus on the automatic template selection will be crucial. Please quote AI1 when you apply and ...

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    I am looking for a skilled developer to create a user-friendly desktop application interface that integrates a machine learning model. The primary goal of this application will be to evaluate student applications in real-time. Key Features: - Real-time evaluation feedback: The application should provide instant feedback on student applications, based on the integrated machine learning model. - User authentication: The application should include a secure user authentication system to ensure only authorized users can access and use it. - Data visualization: The application should have data visualization capabilities to help users understand the evaluation process and results better. Integration: - The application will need to integrate with existing systems or databases. The...

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    I need a machine learning model developed in Python. This model should be able to evaluate prospective student applications by comparing them to historical data sets. The goal is to classify and sort the new applicants efficiently. Key Requirements: - Develop a classification-based machine learning model in Python - Understand and work with historical data sets to evaluate new student applications - Deploy the model in a web application format for ease of access Ideal Skills and Experience: - Strong background in machine learning and Python - Previous experience in developing classification models - Ability to understand and work with large data sets - Prior experience with deploying machine learning models in web applications

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    ...freelancer who has expertise in utilizing MATLAB R2021a for complex Image Processing tasks. As my requirements are quite specific, it is crucial that the preferred candidate has in-depth knowledge of this software and can make the most of its advanced features. Key Responsibilities: - Conduct comprehensive Image Processing tasks - Utilize MATLAB R2021a to its full potential Ideal Skills and Experience: - Profound understanding of MATLAB R2021a - Significant experience in Image Processing - High problem-solving skills using MATLAB Given the specificity and technical nature of this job, candidates who can showcase samples of their previous work with MATLAB, specifically in Image Processing, will be prioritized. This is an opportunity for seaso...

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    I have a SQL Server that needs to be accessible over the internet. However, I'm facing connectivity issues, possibly due to closed or blocked ports on my ComCast router model CBR2-T. I need a freelancer to open the necessary ports on the router. The task involves: - Checking the current port status on the router - Identifying the SQL Server port - Opening the port on the router Please bid if you're experienced with network configuration and have dealt with ComCast routers before. Necessary Skills: - Network Configuration - Router Administration - ComCast Router Experience - SQL Server Configuration

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    I'm seeking a skilled and experienced individual to craft a concise and compelling pitch deck. The purpose of this pitch deck is to secure funding for my project. Key Sections: - Market Analysis: You'll need to conduct comprehensive market research and present it in a succinct, engaging way. - Business Model: I need a clear, concise explanation of how my business functions, generates revenue, and its scalability. - Financial Projections: It's crucial that the pitch deck includes realistic financial projections and data to back them up. - Technical Concept: The technical aspect of the project will need to be explained in a way that non-technical investors can understand. - Unique Selling Proposition (USP): You should highlight the unique value that my project bri...

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    I'm in need of a proficient recruitment specialist to assist in a brand awareness campaign. The goal of this campaign is to increase recognition of our brand. The target audience for this brand awareness campaign are specifically drivers. Searching for an expert in either recruiting or marketing. (Please carefully read the following task before submitting any offer or asking about this project) Project: Develop a targeted recruitment campaign for drivers and establish my company’s brand in a local market with a population under one million. Company Type: A local transportation company that uses an on-demand app for providing services. Company Operation description: We’re not competing with Uber or Lyft - our new ride-haili...

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    We are seeking a talented and experienced 3D designer to create a highly detailed and customizable 3D model of a chair for our e-commerce website. The model should allow users to configure various elements such as textures, chair legs, and other features in real-time on our site. Requirements: Model Specifications: A highly detailed 3D model of a chair. Different textures and materials for customization (e.g., fabric, leather, wood). Multiple chair leg options (e.g., wooden, metal, various designs). UV unwrapped and properly textured for high-quality rendering. Technical Requirements: Formats: FBX, OBJ, and any other formats compatible with web-based 3D viewers. PBR Texturing: BaseColor, Normal, Roughness, and Metalness maps. Optimization for real-time renderi...

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    I'm using Tesseract OCR for processing scanned English documents, but I've been facing issues with incorrect text recognition. I'm looking for a skilled freelancer who can improve the accuracy of the Tesseract OCR for my specific needs. Key Tasks: - Analyze the current OCR set-up and identify areas for improvement. - Implement enhancements to ensure better recognition of the scanned English documents. - Test the improved system thoroughly to ensure the accuracy of the output. Key Skills and Experience: - Proficient in Tesseract OCR and its customization. - Strong background in OCR technology and its applications. - Experience in improving OCR accuracy, especially with scanned documents. - Familiarity with the English language is a must. - Ability to systemati...

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    ...the captured images. I would like to have an application made that will read the rectangular optical form with 25 questions and 5 options specified in the appendix, with a phone camera. Through the application, first the user will enter the answer key of the exam, then the correct/wrong/blank questions should be calculated by determining the options marked with the appropriate image processing algorithm. In addition, the number of times each question was marked as correct, how many times as incorrect and blank should be kept during each determination. The application must be developed for Android. The general structure of the application and a sample of the answer sheet are attached. Requirements: - Strong knowledge and experience in OpenCV and image processing - Proficiency ...

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    I have a dataset of images and I'm looking for someone experienced in U-Net algorithm. Project description: - Write PyTorch U-Net training model on top of provided base code (, , , ). - Train the model until achieving a validation dice score of min. 0.875. - Deliver source code and trained model until Wednesday 10 pm (Vietnam time zone).

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    I'm in need of a 3D artist who can create a basic product model for me. This model should be able to be viewed from different angles. Key Requirements: - The project involves product modeling, so experience in this area is essential. - The model needs to be created with basic shapes and forms. No complex detailing or textures are needed. - You must be able to generate multiple views of the model, allowing me to see it from different perspectives. Ideal Skills and Experience: - Proficiency in 3D modeling software, such as Blender, Maya, or 3ds Max. - A strong portfolio demonstrating previous experience with product modeling. - A keen eye for detail and the ability to follow design specifications accurately. - Excellent communication skills to ensure my req...

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    ...interface - Designing engaging website layouts - Translating designs and wireframes into high-quality code - Managing the react codebase **Basic Qualifications** - 12+ months of experience in building applications using React.js and Typescript - Proven work experience in integrating APIs into the React code - Strong proficiency in JavaScript, including DOM manipulation and the JavaScript object model - Thorough understanding of React.js and its core principles - Experience with popular React.js workflows (such as Redux) - Familiarity with newer specifications of EcmaScript - Experience with data structure libraries (e.g., ) - Knowledge of modern authorization mechanisms, such as JSON Web Token - Familiarity with modern front-end build pipelines and tools - A knack for benchmark...

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    I have a project that requires some custom work done via Woocommerce, as well as implementing some design work. Budget is fixed (if you ask for more, you will be blocked and if you bid over the amount in the project, your bid will be hidden), and I will discuss everything via private message. I am looking for a dev to start today on this and would like it done by tomorrow. It is not terribly hard work or that time consuming. I will provide logins only once I have awarded. I am not giving out logins ahead of time. If you ask during the messaging process, you will be blocked. Also, I anticipate that quite a few will be capable of completing this task. If I reach out to you, after I send the project details, you must explain to me why you are the one I should pick. You are welcome to a...

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    ...tuning methods is required. Previous experience with PI tuning is beneficial. Currently, MATLAB/Simulink is being used for modeling and system simulation, hence proficiency in it is crucial. Ideally, the candidate will have extensive experience using MATLAB for complex motor control simulations. However, I haven't defined the specific tuning methods to be used which leaves room for a range of strategies. The right candidate may suggest an efficient solution based on their past experience and knowledge. Overall, I am looking for someone to impart a level of dynamism and precision to the motor control that it currently lacks, by better tuning the PI controllers. Skills required: - Proficiency in MATLAB/Simulink - Solid grasp of field oriented control - Exper...

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    I am looking for an expert with solid experience in Field Oriented Control (FOC) of...solid experience in Field Oriented Control (FOC) of Permanent Magnet Synchronous Motors (PMSM) who can help tune my PI controllers for more precise speed control. Here are the specifics: - I have an established model using MATLAB/Simulink, and the PI controllers are already implemented. - The key outcome I want is to enhance the accuracy of the speed response. The ideal candidate will have: - Extensive knowledge and experience with PMSM and FOC. - Proven background in tuning PI controllers. - Strong proficiency in MATLAB/Simulink. Your task will involve analyzing the existing model, suggesting enhancements for the PI controllers, and implementing these changes to achieve...

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    I'm in need of a unique a...innovative logo to boost brand recognition. The design should be memorable, easily recognizable and stand out from the competition. While I'm open to all styles, I'm particularly interested in seeing fresh and out-of-the-box ideas that can make my brand truly distinctive. Ideal skills and experience for this job: - Strong portfolio with a track record of creating innovative and creative logos - Proficiency in graphic design software - Ability to understand and execute brand recognition principles - Understanding of various styles and trends in the logo design industry Please submit your portfolio and provide examples of innovative work you've done in the past. Your bid should also include details on your approach to creating a...

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    I'm looking to develop an Android app using .NET MAUI that ...be able to detect faces in real-time. - highlight detected face with rectangle shape - **Server Communication:** Once faces are detected, the app needs to send this information to a server automatically. - **Attendance Tracking:** The primary goal of the app is to leverage this face recognition technology for attendance tracking purposes.(but no need do any page for this now ) Ideal Skills: - Proficient in .NET and MAUI platform for Android development - Strong experience with facial detection and recognition technologies - Prior work on real-time server communication from mobile apps - Familiarity with attendance tracking systems would be a plus Please provide a brief summary of your experience with similar...

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    I'm in need of a minimalist style AI logo designer. I'm looking for a logo that is simplistic yet communicates the essence of artificial intelligence. Key points: - The logo is aimed at establishing brand recognition and should be designed with a professional representation in mind. - The design should be centered around the color green. - Experience in creating logos for tech or artificial intelligence companies would be a plus. Looking forward to seeing your proposals.

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    ...sendMessageToClaudeChatbot(message) { this.Claude_question = "Claude Question"; const anthropic = new Anthropic({ apiKey: process.env.CLAUDE_COLAB, }); (anthropic); const anthropic_message = await ({ // mode: "no-cors", max_tokens: 1024, messages: [{ role: "user", content: "Hello, Claude" }], model: "claude-3-opus-20240229", }); this.Claude_answer = ; (); try { const response = await ( this.Claude_question ); = ; } catch (error) { this.Claude_answer(error); ("Error sending message:"

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    I want a logo and clothing design specialized for young adults. The aim is to achieve brand recognition rather than professionalism or engagement. So, my ideal freelancer will have the following skills and experience: - Logo and clothing design - Knowledge of youth trends - Success in creating logos that boost brand recognition What I'm looking for: - Creativity: I want unique designs that will capture the attention of young adults - Fusion: The logo and clothing designs should integrate seamlessly with each other. - Longevity: The designs should be timeless, so that they remain relevant and attractive to the intended audience over a long period of time. This project is all about brand recognition, so the designs you come up with need to be compelling, visually...

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    Industrial Uniform Design 6 days left
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    I am in need of an experienced and creative designer to create visuals of uniforms being worn. I will supply images of the garments, it will be your job to place these on model/s to show how they look being worn. An example of the type of work that will be required is attached. Please provide examples of similar work you have completed, their will be ongoing work for the succesful freelancer.

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    Chair model 9 days left

    I need 3D model of chair with 4 color option as discussed

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    I'm seeking a skilled developer who can enhance the barcode reading and image editing functionalities in my existing ASP.NET Core project. Key Requirements: - Improve Barcode Reading: The primary focus here is to enhance the speed of barcode recognition and specially for small barcode. The current system is functional but lacks the speed needed for our operations and not recognize small barcode. - Image Editing: i have image edit and crop, i need to rotate and improve select image from edit screen. and some other things we will discuss about it. Ideal Candidate: - Proficient in ASP.NET Core development - Extensive experience with barcode reading improvements - Skilled in image editing functionalities Please share your relevant experience and provide a clear understanding of...

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    I need 3D model of chair with 4 color options.

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    Aircraft model 9 days left

    I have access to the aircraft and can get many photos. I also have access to schematics to support the design. The end product will need to be in a format readable by 3DS Max 2023 and will then be imported into a game engine. Both high detail exterior and interior models will need to be made with milestones on 3D Geometry and artwork.

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    I'm looking for a freelancer to be the model for ultrasound demonstrations at a medical conference. These demonstrations will not focus on diagnosing a medical condition, but rather showcasing a particular company's medical device and technology. Ultrasound is a safe and non-invasive way to look into the body, it is used on children and pregnant people and had no xrays or magnetic fields. Ideal skills and experience: - Willingness to have ultrasound gel placed on the abdomen, neck and legs. - Willingness to have medically trained participants at the conference watch the images generated while you are scanned and discuss technical aspects of the ultrasound machine around you. - Willingness to be scanned by visitors to the conference booth, they will be under the supervisi...

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    I'm in need of a skilled 3D designer who can take my concept and transform it into an interactive prototype of an electronic device. Key requirements include: - Knowledge in industri...requirements include: - Knowledge in industrial design, particularly in electronics - Expertise in creating 3D prototypes - Ability to align with my vision and provide creative input for design improvement From the outset, I'm relying on the designer's technical and creative abilities as I'll be providing the basic concept without a detailed sketch. In addition to creating a detailed and realistic 3D model of the electronic device, I would love your inputs on functionality and aesthetics. If you're keen on bringing innovative products to life and possess the mentioned s...

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    ...create a responsive website that can effectively interact with a LLM AI model. This model should be able to provide prompt-based responses to users who interact with it via a chat interface. Key requirements for this project include: - Implementing an NLP AI model: You should have a solid understanding of NLP concepts and be able to integrate this into the website effectively. - Chat interface development: The chat interface should be user-friendly and engaging, allowing users to receive responses to their prompts seamlessly. - Basic customization: Although we seek a simplistic design, the chat interface should still maintain a professional and appealing look. This means including preset themes for customization. We have a model on google colab which uses G...

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    I am looking for an expert web developer with experience in camera integration to support the development of a website aimed at rehab stroke patients. This website will use a camera to capture, record, and interpret specific hand gestures of the users. Key Roles: - Integrate camera capabilities that can accurately record and decipher hand movements. - The vital gesture to be recorded is the stretching of the hand. - The data should be recorded in the form of numbers. -The camera is already done and im able to provide full prototype of figma Developer Expertise: - Significant experience in website development and camera integration is crucial. - Knowledge of healthcare systems or prior work in medical-based projects would be beneficial. - Experience in motion detection and process...

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    I am considering purchasing Ultimate POS software, but it lacks a crucial feature for managing individual product serial numbers. Although it includes an IMEI/Serial number feature, it only allows you to add the serial number at the point of sale. However, I need to input the serial numbers when updating the stock. For instance, if I purchase 5 units of the GoPro 12 model, I want to update my inventory by entering the serial number for each of the 5 units. This way, I can track which specific serial numbers are currently in stock. Additionally, I need the capability to search for products by their serial number when making a sale. The ideal candidate should have prior experience in customizing POS software, particularly in adding new fields, and should be proficient in inventory a...

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    We are seeking a skilled AI developer to create a custom AI script capable of generating answers based on specific datasets for multiple products. This AI model will provide accurate responses using only the data provided for each product. If the model cannot find a matching answer, it should prompt the user to contact us for further assistance.

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    I am seeking nativ...designed for speech recognition training. In this project, you will: - Engage in natural dialogs about 6 topics are provided (36 options) - Each topic must be 15 minutes of natural conversation - Record these conversations in two methods, which applications and also Skype. It needs two phones during the recording and need to be together on the same room with the parnert. Ideal candidates are native Portugal Portuguese speaker if aren't native but have the accent can also participate , with good conversation skills, and have access to recording equipment. A partner with the same skills is also needed. We need 2 persons , so the candidate must have a dialogue partner (anyone around them is ok). We will use this recording for speech recognit...

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    We are seeking a skilled AI developer to create a custom AI script capable of generating answers based on specific datasets for multiple products. This AI model will provide accurate responses using only the data provided for each product. If the model cannot find a matching answer, it should prompt the user to contact us for further assistance.

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    To create a precise 3D model of a small-sized charging case for the AirPods Pro 2 in Blender, here's a detailed plan based on your specifications. Specifications Recap: PCB and Battery Dimensions: 33 x 40 x 10 mm AirPods Pro 2 Dimensions: Height (H): 30.9 mm Width (W): 21.8 mm Depth (D): 24.0 mm Design Requirements: The case should connect to the top and be formed like a butterfly. The two circular charging metals at the bottom should be positioned to the left and right. The part of the AirPods Pro 2 that goes into the ears should stick up 15 mm above the case. Steps to Create the 3D Model in Blender: Set Up Blender: Open Blender and delete the default cube. Model the Charging Case: Create the Main Body: Press Shift + A to add a new mesh, select Cube. Scale the...

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    ...developer with experience in algorithmic trading to create a bespoke algorithm specifically for the optimization of trading strategies in the crude oil market. Key Requirements: - The algorithm should be written in Python. - It should primarily focus on crude oil trading. - The primary objective of this project is to optimize trading strategies, not price forecasting or risk management. Ideal Skills and Experience: - Proficiency in Python for algorithmic development. - Previous experience in creating and optimizing trading algorithms. - Specific experience in crude oil trading is highly preferred. - A solid understanding of trading strategy optimization. The successful freelancer will be expected to not only create the algorithm but also demonstrate its effective...

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    I am looking for a capable freelancer to develop a chemical reaction generation model. The goal is to do retrosynthesis, so basically predicting reactants from every SMILES product on my test data. You can use whatever you want(pre trained models or you own script)

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    I'm specifically interested in a 3D and animated style for this project. The logo will primarily be used on our website and Visiting Card and T-Shirt, so it should be versatile enough to look good in both digital and physical formats. You need to bring logo to life in 3D and in ANIMATION also....it should be moving. Even the name should move, not the tagline. I have made a rough logo, please refer attachment with this project, that's important You can download the logo from this link which has to be used in this project. The background of the entire logo can be in blue colour or in plain white....please show me in both backgrounds. You are free to change colour combinations also of words Galaxy and Resumes. (.Com to remain in italics). ....I want everything in contrast...c...

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    Need a Xamarin Expert 6 days left
    VERIFIED

    I'm looking for an AI expert to help me improve an existing AI model. This project requires full-time engagement to achieve the best results possible. Specifically, I'm looking for someone with experience in Natural Language Processing (NLP). This project will involve analyzing large datasets of text and quotes, in order to develop a powerful natural language processing model. The model should have the ability to classify quotes by sentiment, recognize intent and extract entities from the text. There will also be opportunities to explore new techniques for natural language understanding and machine learning. The right candidate should have excellent problem-solving skills, knowledge of machine learning and natural language processing algorithms, as well as...

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    ...prefer to pay on delivery or on-site. Ideal Skills and Experience: - Proven experience in developing E-commerce websites is a big plus. - Deep knowledge in integrating payment gateways, especially with multiple options. - Previous experience in creating booking systems and availability calendars. - Familiarity with user reviews and rating systems. - A good understanding of the rental business model and customers' expectations. - The ability to deliver a user-friendly and reliable website that's easy to navigate and visually appealing. RENTAL OF HOUSES RENTAL OF HOTELS RENTAL OF VEHICLES RENTAL OF EQUIPMENT SHUFFLE SERVICES EXCURSIONS AROUND SICILY POSIBILITY OF CREATING BUNDLE FOR ALL INCLUSIVE BOOKING OPTION KITE SCHOOL BOOKING MAPS WEATHER & WIND RESTAUR...

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    I'm looking for ...with dimensions will be provided, as some machines are customized and have different dimensions (but same shape). If successful, we will follow with more work to do the interior design of our new lab using the aforementioned machines. Requirements: - Interior Design Modeling experience - Level of Detailing: I'm looking for moderate detail with some basic textures, giving a realistic feel to the model. - Experience: Prior experience in interior design modeling is a must - Communication: A clear and open line of communication is crucial. I will give you a rough idea of what I'm looking for, but I'm open to suggestions and iterations. If you're passionate about interior design, proficient in Sketchup, and have a knack for bringing spaces ...

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    I am in the process of constructing a new residential duplex villa and I am in need of a talented 3D interior designer to bring my vision to life. Key Tasks: - Develop a 3D model for the duplex villa's interior design - Design the living room, kitchen, and bedroom to create a cohesive, aesthetically pleasing space - Ensure the design aligns with the vision for the overall construction Ideal Skills: - Proficiency in 3D modeling software - Experience in residential interior design - Ability to work collaboratively and integrate feedback - A strong eye for detail and aesthetics I'm looking for someone who can take my ideas and elevate them into a stunning, practical design. I am open to suggestions and want to work with a professional who can bring creativity and innovat...

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    I require a 3D diagram based on a structural floor plan for a metal work project. This diagram will be used for construction planning, so it needs to be detailed and accurate, reflecting the specific requirements outlined in the provided drawing. Key requirements include: - 3D visualization of the structural layout - Conversion of the floor plan to a 3D model - Inclusion of basic labels and dimensions The final output is expected in SKP format, for easy integration with our existing systems. Ideal candidates for this project should have experience in: - 3D modeling, specifically for construction planning - Proficiency with SketchUp - Ability to translate 2D drawings to 3D models with accuracy - Familiarity with metal work projects would be an advantage. Your role in this proj...

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    I need to know how much can be found about myself, with the help of Ai and especially Ai face recognition.

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    ...organic search rankings and traffic. * Perform keyword research and identify target keywords for optimization. * Optimize website content, meta-tags, and other on-page factors. * Conduct regular SEO audits to identify technical issues and opportunities for improvement. * Analyze website data and provide insights into SEO performance. * Understand and stay current on industry trends, search engine algorithm updates, competitive landscape, and internal product development efforts. * Consistently monitors the performance of the content using various analytics tools, such as Google Analytics and Search Console. * Collaborate with cross-functional teams to implement SEO recommendations. * Be responsible for all regular (and ad hoc) reporting and analysis of digital activity providing ...

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    I am in search of a talented 3D animator who can bring my manufacturing machine to life in a technical, yet simplified, animation. Your task will be to create a low-detail model, focusing on basic shapes and forms, rather than getting caught up in the nuts and bolts. Experience in a similar field will be seen favorably. Key responsibilities and required skills include: - Creating and animating a 3D model of a manufacturing machine - Maintaining technical authenticity in the animation - Accuracy in representing basic shapes and forms - Proficiency in 3D animation programs - Effective communication skills While a comprehensive understanding of manufacturing machines is not necessary, an illustrative comprehension of mechanical elements would be highly beneficial. Let's b...

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    I'm in need of a high detailed 3D printable model in STL format. This will be used for display and as a final product. I'm looking for a freelancer who has experience in 3D modeling, especially in creating intricate, detailed models suitable for 3D print. The ideal candidate would have experience with a variety of projects that required a high level of detail. If you have a portfolio with similar projects, please include it in your proposal. I need golden wing to be modeled on the heart shape similar to reference images.

    ₹20328 (Avg Bid)
    ₹20328 Avg Bid
    29 bids