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    2,000 model web pages design робіт знайдено, ціни вказані в USD

    In this project, I'll require a skilled coder to train a BERT model for categorizing questions into Bloom's Taxonomy on custom datasets I have. Also need to compare results by training same model using LSTM with Wiki Word Embeddings. These categories aren't traditional ones, instead, they are based on Bloom's Taxonomy. More specifically, the machine learning model should be able to sort topics into the following categories: - Remembering - Understanding - Application - Analysis - Evaluation - Creation The ideal candidate for this project has significant experience with BERT and text classification tasks, and an understanding of Bloom's Taxonomy. Having a background in education and pedagogy would be a plus, but is not necessary. Nonetheless, ...

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    I need a proficient expert who will focus on sentiment analysis using natural language processing techniques. Key responsibilities will include: - Analysing sentiments from Twitter posts of bilingual language (Hinglish) code-mixed language. - Developing an accurate model for this analysis. The ideal candidate should have: - Experience in Natural Language Processing. - Familiarity with social media especially Twitter. - Proficiency in sentiment analysis and data mining. - Strong knowledge in data classification and named entity recognition. This project requires specific skills in text classification and sentiment analysis. You need to be versed in social media data extraction and sentiment analysis. Prior experience with Twitter data sentiment analysis is a plus.

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    I need a proficient expert who will focus on sentiment analysis using natural language processing techniques. Key responsibilities will include: - Analysing sentiments from Twitter posts of bilingual language (Hinglish) code-mixed language. - Developing an accurate model for this analysis. The ideal candidate should have: - Experience in Natural Language Processing. - Familiarity with social media especially Twitter. - Proficiency in sentiment analysis and data mining. - Strong knowledge in data classification and named entity recognition. This project requires specific skills in text classification and sentiment analysis. You need to be versed in social media data extraction and sentiment analysis. Prior experience with Twitter data sentiment analysis is a plus.

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    Basic STL to STEP Conversion Закінчився left

    I need a skilled 3D modeler to convert an STL file to a STEP file. This will be for CAD modeling purposes. The required detail level of the end product is fairly basic, focusing on shapes rather than textures and features. While preserving the original quality of the STL file in the STEP model, the focus here is mainly to maintain quality rather than to enhance or downgrade it. The ideal professional should be proficient in 3D modeling, experienced in file conversion, and have a solid understanding of both STL and STEP formats.

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    We are seeking a talented and creative freelancer to design and create a unique avatar for the metaverse. This avatar will embody the persona of a rapper and must be capable of performing within virtual environments. The successful candidate will have the opportunity to bring to life an avatar with a specific graphic style and body type, as detailed below. Key Requirements: Avatar Design: The avatar should represent a rapper with a dynamic and appealing appearance. The design must incorporate specific graphic styles (to be shared with the chosen freelancer) and reflect a unique personality that stands out in the metaverse. Body Type Specification: The avatar will have a specific body type. Details regarding the proportions, height, build, and other physical character...

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    In order to kickstart sales on my newly launched E-commerce site that caters to homeowners, I am in need of an expert in Google ads. The site specializes in a variety of home decor products spanning multiple categories. The success of this project means generating sales from the very first month. I'm looking for a freelancer who can also advise on the most effective ad strategies for...most effective ad strategies for various types of products. Ideal Skills for the Job: • Expert in Google Ads • Understanding of E-commerce marketing • Experience with Home Decor product advertisements • Knowledge of Target Marketing towards homeowners If you have this experience, I'd love to see your bid. Are you interested in percentage-based work? we are more interested...

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    I am in need of a professional with extensive knowledge and expertise in Shopify and dropshipping to help me build a profitable online store. Even though I am unsure of which specific product to sell, my store would focus on the electronics and gadgets niche. Help in deciding the best products to sell would be highl...and dropshipping - Knowledge in electronics and gadgets market - Excellent research and decision-making skills - Ability to implement required store functionalities I want my Shopify store optimized for success, ensuring a seamless customer experience for potential buyers in the electronics and gadgets market. Qualified freelancers with a significant understanding of the dropshipping business model are welcome to apply. You are assured of my cooperation throughout th...

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    Stock Prediction Web App Development Закінчився left

    I'm seeking a skilled developer to construct a web app for predicting stock value and status through time-series forecasting. I require someone with prior experience in a similar project and who can demonstrate their work. Key deliverables: - Real-time stock data representation - Predictive modeling that forecasts future stock prices - Historical stock data analysis for trend comprehension The web app needs to update the stock data daily. The forecast model should be made based on ARIMA model for time-series prediction. Your experience in financial market prediction software and proficiency in ARIMA models will be of great value to this project.

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    Roboflow Model Downloading Закінчився left

    I'm looking for a professional who can efficiently download an image segmentation model from Roboflow. Given my Roboflow credentials, your task is: - Download the specific image classification model. Familiarity with Roboflow is a significant advantage. For this task, I have allocated a budget of 2500 INR.

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    ...looking for an experienced professional to develop a financial model using Excel that relies on total return over a variable number of days and volatility for stock selection and risk differentiation. This model will employ adaptive allocation methods. Ideal qualifications: - Deep knowledge and experience in financial modelling and analysis - Proficiency in Excel - Understanding of portfolio selection and allocation - Familiarity with financial metrics such as Return on Investment (ROI), Standard Deviation, and Sharpe Ratio Project details: - The model should incorporate total return over a flexible duration for stock selection. - Volatility should serve as the basis for managing risk within the portfolio. - The financial model will need to be updated wit...

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    I need a professional familiar with Roboflow to assist in implementing an image segmentation model locally on a Java environment. Key tasks include: - Implementing a Roboflow model locally on a Java platform - Providing expert guidance on best practices for this process Ideal Skills: - Proficiency in Java - Extensive experience with Roboflow - Background in image segmentation models I'm looking for an expert who guarantees a smooth, effective model transition. Please, only apply if you match the defined skill set above.

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    I'm in need of a skilled web developer, preferably with proficiency in IP-based localization, to create and implement less than 10 local versions of a website. The primary goal for this project is to increase conversion rates by enhancing user experiences through localization, directing users to region-specific home, about us, and contact us pages depending on their IP addresses. Prioritization will be given to pages targeting the major cities in the country. While users are browsing other pages, the content should remain consistent, irrespective of location. Ideal skills for this job - Strong experience in IP-based localization - Proficiency in web development - Ability to create engaging, user-friendly design This is a great opportu...

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    I'm currently on the h...(CFD). Key tasks involve: - Constructing an accurate 3D model based on provided specifications. - Performing CFD analysis for fluid flow analysis and heat transfer optimization. The ultimate goal is to optimize the design of the product in question, basing improvements on the results from the Fluid Flow analysis and Heat Transfer analysis. Given the technical nature of this project, I will provide the selected freelancer with all the needed details such as: - Dimensions and geometry specifications - Material properties - Operating conditions Ideal freelancer is a seasoned SolidWorks user that understands Finite Element Modelling and can handle complex, two-phase computational flow simulation scenarios. Expertise in Product Design...

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    I'm looking for a skilled developer to integrate a Python deep learning model with my website. The purpose of this integration is to enhance our website functionality and offer our users the capability to get real-time predictions. Key Functionalities: - Image uploading: Users should be able to upload their images for processing. - Receive Modified Images: After processing, users should receive their modified images in real-time. Ideal Skills and Experience: - Python expertise: Familiarity with deep learning models is crucial. - Web development proficiency: A strong background in frontend web development is needed to ensure seamless integration. - Experience in image processing: Prior experience in similar projects is preferred. Your role is crucial to enh...

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    I am in urgent need of a skilled 3D CAD designer for an innovative submarine project. This design requires a moderate level of detail and complexity and will be based off of rough drawings that I will provide. Your creative insight will be crucial in bringing this concept to life. Your tasks will include: - Creating a 3D model of a one-person submarine - Providing a 360° view of the design concept Ideal Skills: - Proficiency in 3D CAD software - Demonstrable creativity and design thinking - Ability to work quickly and accurately - Knowledge in submarine or relevant designs will be an added advantage Since the file format was not specified, apply your professional judgement on the best suitable format. The job needs to be completed ASAP. Your quick comple...

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    3D Print Design - Small Scale Закінчився left

    I require a proficient 3D modeler to create a design that is optimized for 3D printing. The model should be small-scale, less than 10 cm, and should exhibit a standard level of detail - not too simplistic, but not overly detailed either, suitable for standard viewing. Key Skills & Experience Required: - Expertise in 3D modeling and for 3D print designs specifically - Knowledge of standard level detailing - Ability to design models under 10cm in size - Previous experience with similar projects would be a plus. Communicate regularly to keep me updated on the project's progress and be open to modifications as per feedback.

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    Online Services E-commerce Developer Закінчився left

    I am in need of a sharp and experienced web developer who can build me an online services-based e-commerce website. Your responsibilities will be: - Constructing a website that incorporates user registration and login features. - Integrating payment processing for a smooth transaction experience for customers. - Lastly, the website should be aimed towards selling services. It would be akin to a Discord model that allows users to charge money to allow people to join high society servers and group chats. Ideal candidates should have solid experience in e-commerce website design, user interface and experience design as well as payment processing integration. Experience with online services is a plus. Your attention to details will be highly appreciated. Let'...

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    I'm seeking a seasoned web developer to create three distinct website pages using Tailwind. A fluid grid system would be the preferred method for implementing the responsive design. These pages will be based on designs provided via Figma. The main functionalities I expect on these pages include: - A responsive design that renders well on different device sizes - Integration of text and multimedia elements The ideal candidate should have: - A strong background in web development, particularly with Tailwind - Experience working with Figma designs - Proficiency with fluid grid systems for responsive design - A good understanding of integrating text information and multimedia elements into the pages Please have examples o...

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    3D model for milling of stone relief Закінчився left

    I am looking for a freelancer to prepare a 3D model of a stone relief that will be a milled stone plate. The output file should be STL format. The final stone will have dimensions (LxWxH) of 200 mm x 200 mm x 20 mm. The minimum milling resolution is 3 mm. In the middle, there should be a through hole with a diameter of 20 mm. Attached draft example which should serve as a starting point for modeling.

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    ATAS Strategy Optimizer Development Закінчився left

    ...retrieve a list of strategy parameters and their types (support for numeric, lists, and checkboxes).Generate a testing range where the starting value is half of the current value, and the ending value is double the current saving of the generated testing parameters as a CSV file template for later loading of adjusted parameter ranges from a CSV file. Optimization Model Configuration: Enable selection between optimization for maximum or minimum users to choose which strategy result metric to optimize for (e.g., Net Profit, Ratio Avg Win/Avg Loss, Sharpe Ratio, Sortino Ratio, etc.) from the complete list available in a choice of parameter space search strategies (e.g., random, sequential, annealing method). Result Filtering and Parameter

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    Boat Rental E-commerce Website Design Закінчився left

    I'm aiming to replicate the successful business model of Airbnb within the boating segment. I'm seeking a skilled web designer based in United States with a knack for creating user-friendly and visually appealing e-commerce websites. Key Features needed: - A product reviews feature that allows users to leave feedback on their rental experiences. - A wish list feature for users to save their favorite boat rental listings for potential future bookings. The number of products or boat listings is yet to be decided, so I'd appreciate a flexible design that accommodates for scalability. Preferred experience: - Previous work in e-commerce website design. - Knowledge of Airbnb-like rental booking system. - Proficiency in creating user-oriented desig...

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    Vision Models in Google Colab Закінчився left

    ..., or other sources. Important: models should be recent (from the last 9 years: 2015-2024), well known and having an research article about the model with results. Because we are going to benchmark them and get new results. Make sure all found models can be executed and re-trained in the free version of Google Colab using GPU environment. Models should not be too big or complex, it should comply with Google Colab free version limits. 2) Create a free version of Google Colab notebook using GPU environment. In notebook do the following: 2.1) change each model's architecture found at step 1, by appending(merging) our small tensorflow model: input_layer = custom_input_layer() hidden = (10, activation='gelu')(input_layer) hidden = ()([input_layer

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    Fun 30-60s Video Ad Creation Закінчився left

    I'm in need of a talented model or actress to bring life to a lighthearted and fun video ad. I've got a specific concept and script ready to go, and will need a performance that can skillfully capture this spirit in a 30 to 60-second production. Ideal Skills and Experience: - Confidence in front of the camera and solid acting abilities - Experience in commercial or advertisement work - Capability in creating a lighthearted and fun atmosphere - Strong creative interpretation skill to bring the concept to life. Your task will include performing to the script, filming, and producing the final piece. Your expressive talents and positive energy will be paramount to conveying our ad's message and engaging our audience.

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    landing pages create use Joomla Закінчився left

    I wanted to create about 10-15 landing pages for my most important matters. See samples below. Do you know how to do this on Joomla? If yes, send a past sample for me. In addition, do a quick draft for C11. I want to see how that will look.

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    3D Reverse Engineering, Siemens NX Закінчився left

    For this project, I require an expert in reverse engineering utilizing Siemens NX software. The task involves the following: • Creating a precise 3D mesh model for an existing part • Allowing for CAD model conversions • Performing geometric optimization The primary objective is to replicate an existing part accurately. Applicants should be proficient in Siemens NX and have significant experience in reverse engineering and 3D modeling. Understanding of geometric optimization methods and CAD model conversion is also needed.

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    Python-based ML Model API Development Закінчився left

    I'm in need of an experienced Python developer capable of implementing a machine learning model API as swiftly as possible. Specific skill-set and experience that I'm looking for: - Strong expertise in Python - Deep understanding of API development - Experience in Machine Learning - The ability to implement the project promptly and efficiently I haven't selected a preferred ML framework yet, and I'm open to professional suggestions during development. Your ability to deliver high-quality work within the shortest time frame possible is greatly appreciated.

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    Hello, I have a 3D model and Ansys heat transfer air flow simulations of a part. I need "topology optimization" to be applied to the part in order to have maximum heat transfer and smoothest flow. Topology optimization should be mathematically modeled by using a software such as Ansys (preferably) or MatLAB.

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    I am seeking a web designer with experience in setting up a listing directory. The key responsibility will be to modify an HTML template to meet my requirements. I have a template from *1tp3tcy*_ga*MjE0NjcyODM0NS4xNzExOTk0MjQ4*_ga_FTPYEGT5LY*MTcxMTk5NDI0Ny4xLjEuMTcxMTk5NDI5OC4xNy4wLjA. Key Tasks: - Modify HTML template for setting up basic format for owner to easily add/modify - Implement features such as: - Basic Business Listing Information - Follow Function on existing model at The ideal candidate should have demonstrable experience in HTML and be able to showcase previous similar projects. Knowledge of listing directories and usability designs will

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    Обраний Прихований Угода про нерозголошення
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    Solid Works CAD File Revision Закінчився left

    I need an expert in Solid Works CAD, specifically proficient with STEP files, to help with revising my current plastic enclosure design file. Your task will involve adding drill holes in the specified areas on the plastic enclosure model. Key Tasks: - Making additions of drill holes, specifically on the top of the plastic enclosure. - The placement of these holes must be relative to other components. - Save the revision to a STEP file. - Create a 2D PDF document highlighting the measurements of each hole that was added. Ideal Candidate: - Detailed understanding of Solid Works CAD. - Proven experience with STEP files. - Ability to extrapolate relative positioning of drill holes. - Proficiency in creating 2D PDF documents. In your application, please include your experienc...

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    3D Product Modeling & Animation Закінчився left

    Hi! The tasks are as follows: 1. Use a model of the existing refrigerator to create a video lasting between 10-12 seconds. The video should showcase the refrigerator rotating 360 degrees, with the doors opening and closing at the end. Please find attached a video exemplifying the desired motion. It's important to note that this sample video is presented at an accelerated pace, lacks shadow detailing, and is of lower quality; however, it serves as a reference for size indication. Attached are the files of the fridge. 2. in the attached link you can see a refrigerator and how it looks from all angles: Link: Your task is to generate a 3D model based on these sample pictures and produce a video lasting between 10-12

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    Cold Calling SMMA Partner Wanted! Закінчився left

    I am in need of a capable cold calling individual to help nurture leads for...Outbound Callers from India As per the types of leads, I am currently open to exploring a variety of markets and businesses. Timeframes for project completion are flexible, though a dedicated individual who can commit on a long-term basis is highly desirable. Key Skills: - Proficiency in Cold Calling - Lead nurturing - Strong Communication and Negotiation Skills - Familiarity with SMMA Business Model - Capability to engage with small businesses and individual entrepreneurs. btw, my budget to initiate this is limited to $40 or less. lets discus and initiate the Leads nurturing task, with 50% or more, commisision on the Leads onboarding, @ a minimum price of $500 to $1000 USD. DM me for further discuss...

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    ...Features: * Multiplayer Mode * In-app Purchases * Real-time Chat Although I've not provided specifics for each feature, the developer would have a high level of creativity for developing these aspects of the games, ensuring they are unique, engaging and user-friendly. Monetization: The games need to be monetized through multiple channels including advertisements, in-app purchases, and a subscription model. Again, the implementation of these elements is left up to the developer's expertise and imagination. Ideal Skills and Experience: * Game Development (especially casino-style games) * Multiplayer System Implementation * In-app Purchases System Development * Real-time Chat System Development * Advertisement and Subscription based Monetization Impress Me: Successful ...

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    Cold Calling SMMA Partner Wanted -- 2 Закінчився left

    I am in need of a capable cold calling individual to help nurture leads for...Outbound Callers from India As per the types of leads, I am currently open to exploring a variety of markets and businesses. Timeframes for project completion are flexible, though a dedicated individual who can commit on a long-term basis is highly desirable. Key Skills: - Proficiency in Cold Calling - Lead nurturing - Strong Communication and Negotiation Skills - Familiarity with SMMA Business Model - Capability to engage with small businesses and individual entrepreneurs. btw, my budget to initiate this is limited to $40 or less. lets discus and initiate the Leads nurturing task, with 50% or more, commisision on the Leads onboarding, @ a minimum price of $500 to $1000 USD. DM me for further discuss...

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    I'm looking to solve a classification problem with my tabular data using Python. Skills and Experience Needed: - Capability in Python programming is crucial, familiarity ...libraries such as pandas, sklearn, and keras is necessary - You should be proficient in machine learning algorithms, specifically focusing on data classification - Experience in handling and manipulating tabular data for machine learning applications - Understanding of data cleaning, preprocessing and feature engineering Project Requirements: - Development of a Python-based data classification model - Utilizing machine learning techniques to process tabular data - Rigorous testing of the model's accuracy and improving it if required - Documenting the steps and coding process for future reference an...

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    Flame Simulation FORTRAN Program -- 2 Закінчився left

    ...experience in FORTRAN IV to develop a computer program that simulates the behavior of flames under various conditions. This project is currently in the initial concept and design phase, and I require both the creation of the program and a detailed write-up on the algorithm and methodology. Key Requirements: - Proficient in FORTRAN IV programming. - Strong understanding of combustion processes and multiple-flame systems. - Ability to translate complex combustion models into efficient code. - Experience with scientific programming and algorithm development. Project Scope: - **Development of a Multiple-Flame Combustion Model**: The core task is to develop a FORTRAN IV computer program capable of simulating flame behavior in different conditions. This involves accurately m...

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    ...follow any preferred citation format (APA, Harvard, etc.). Extra Inputs: 1. External environment (outside the organization): Use ACE or PESTEL only one of the two. If Six Forces analysis is relevant to the question, remember that it is an industry analysis and hence will be a part of the ‘Business’ domain of the ACE. • When using any model or framework, one need to bring that part of the analysis to a conclusion. What are the key points that emerged from the model relevant to your question? For example, after forces analysis, what did you learn about the potential for above-normal profitability? • These frameworks are ways of categorizing the environment. one need to find the data relevant to your question in each domain that reflects external trend...

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    I require an expert in 3D modelling for the immediate production of a detailed plastic watch strap. Key Project Details: - This project does not require a specific 3D software, I need one .stp and one .step file + 2D drawings. - Your task will be to model a plastic watch strap with great attention to detail, based on a drawing; please note that few back and forth will be required to adjust. Ideal Skills and Experience: - Proficiency in at least one 3D modelling software. - Experience in modelling intricate items, specifically watch accessories, will provide a competitive edge. Please, provide a portfolio showing previous related works. I need this project completed as soon as possible. Your proposal should include an estimated timeframe for the completion. Thank you.

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    I'm seeking an experienced drop shipping c...shipping consultant to create an effective drop shipping system using wholesale suppliers. The primary focus is to include 'Clothing and Apparel' and 'Home and Garden' categories. The vendor choice for this specific project is intentionally left open for your expert recommendation on the most suitable e-commerce platform. Key Requirements: * Detailed knowledge of the drop shipping business model. * Proven experience with wholesale suppliers in these niche markets. * Expertise in integrating suppliers with an e-commerce platform. * Recommendations for an appropriate, user-friendly e-commerce platform. This project requires both strategic planning and practical implementation, so previous experience with simila...

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    ...modern, visually appealing, and user-friendly homepage design & 2 Inner Pages for our website. Budget : INR Rs. 1000 Only Responsibilities: Design a responsive and conversion-focused homepage layout & 2 Inner Pages using Figma Ensure the design aligns with given demo concept Demo Design will be provided using canva design Provide at least 2 initial design concepts for review and feedback Iterate and refine the design based on feedback from our team Deliver a clean, well-organized, and commented Figma file with the final design Requirements: Proven experience in designing visually appealing and conversion-focused website homepages using Figma Excellent understanding of UI/UX principles, web des...

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    CRM Development & Lead Generation Landing Pages 2 дні(-в) left
    ПІДТВЕРДЖЕНО

    ...in need of a professional who can proficiently build a versatile CRM, aiming to streamline contact management, sales pipeline tracking, and email marketing integration. Ideal skills required: - Expertise in CRM development. - Understanding of email marketing strategies. - Track record in creating effective sales pipelines. Additionally, a part of your role involves the design of fewer than five landing pages. The main objective here is to attract and convert visitors into high-quality leads. Key landing page requirements: - Strong knowledge in landing page development. - Proven skills in lead generation strategies. - Understanding of customer behaviour and conversion tactics. A demonstrated experience in these fields will be necessary for a successful col...

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    I require an experienced business plan creator to develop...teaching service online, combined with adventure travel propositions. Ideal candidates should possess: - Demonstrated experience in startup business plan writing - Proficiency in the online education sector - A deep understanding of the travel industry - Excellent language skills - A knack for creating investor-attractive narratives Your responsibilities would include: - Developing a clear business model - Outlining strategies for getting ahead in the online language teaching market - Providing insight into adventure travel offers appealing to target customers - Creating an investment compelling financial projection Your input will propel us to secure the funding, enabling this concept's transformation into a flour...

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    I'm in need of a specialist in Deep Learning, particularly skilled in Python, capable of developing a model aimed at analyzing Panoramic Dental X-rays. The primary objectives for this model are to: - Identify Cavities - Detect Abnormalities To successfully complete this project you need to have: - A robust understanding of deep learning principles and tools - Proficiency in Python - Prior experience in image recognition, particularly in medical/health-related data. A background in healthcare related projects is a plus. The end goal is to deliver a performing and accurate deep learning model that can help improve dental diagnostics through the analysis of panoramic x-rays.

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    I'm seeking a highly skilled freelancer that can teach and assist in creating a GAN model. I have intermediate experience with GAN models and wish to further my understanding and abilities in a focused area: Image Generation. As a freelancer for this project, you should have: - Extensive knowledge and experience with GAN models, particularly in the realm of Image Generation - A good command of Tensorflow as that is my preferred platform for creating the GAN model - Excellent communication skills to effectively teach and explain concepts - Patience and a good teaching methodology to ease the learning process and make complex topics understandable This project is a great opportunity for those who possess a strong background in GAN models and are passionate about teachi...

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    ...requirements: Key Tasks: I HAVE MODEL( WRF ) I NEED to perform bias correction for the WRF model output. Bias correction is a statistical method used to adjust model output to better match observations by removing systematic errors or biases. implement bias correction for a variable (e.g., temperature) using Python The Ideal Candidate: - Extensive experience in Python, Dash, and Javascript. - Proficiency in GUI design and web development. - A solid grasp and experience in meteorology will be highly appreciated. - A deep understanding of data bias correction techniques, especially quantile mapping. - Ability to assist in creating visualizations and reports based on the analysis. This role is perfect for a detail-oriented data analyst well ver...

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    Valencia Airbnb Investment Analysis Закінчився left

    I am looking for an expert in the Spanish property market, specifically in Valencia, to help me analyze the potential profitability of investing in studio apartments for Airbnb rental. The key factors that should be considered in the analysis are: - Occupancy Rates: Predicted daily, monthly, ...yearly occupancy rates. - Rental Income: Potential rental income estimates based on comparative market analysis. - Operational Costs: Comprehensive breakdown of anticipated expenses such as maintenance, utilities, taxes, and Airbnb fees. The ideal candidate will have a proven track record in real estate investment analysis, with specific understanding of the Valencia market and Airbnb business model. Strong skills in financial modeling, market research, and data analysis are needed for thi...

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