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    Objective: understanding Black-Scholes model and its limitations, applications. Itaims to deepen the understanding of the Black-Scholes model, its foundational assumptions, mathematical underpinnings, practical applications, limitations, and the model's impact on financial engineering and the broader field of finance. Please conduct an independent analysis, supported by academic literature, to critically evaluate the model and its relevance in contemporary financial markets. Instructions: 1. Introduction to the Black-Scholes Model (please develop this part it is the most important for me with the conclusion) : o Provide an overview of the Black-Scholes model, emphasizing its historical development and foundational assumptions. o Discuss the econom...

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    Seeking a results-driven professional for comprehensive outreach services that fit seamlessly with my agency's mission. Our ...reaching out to potential clients and/or partners. - Employ social media as a tool for outreach, networking with relevant figures and entities. - Utilize influencer outreach efficiently, seeking influencers within our target sector that align with our vision. Ideal skills and qualifications: - Proven experience in email, social media, and influencer outreach. - Knowledge and understanding of the B2B model, particularly within the education sector. - Excellent communication and networking skills. - Experience in dealing with the coaching industry is preferable. If you're up for the challenge and are confident in delivering tangible results, this...

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    I'm on the hunt for a skilled web developer and AI implementation expert to bring my vision to life. I need your help in building a unique women’s apparel website that uses an AI model to dynamically generate matching apparel based on a given theme. We're not just talking about outfit suggestions - although that is a part of it. The integrated AI model I want should take care of design, cut, and even print of the apparel, providing a truly personal and dynamic shopping experience for users. I already have an AI model in mind for this project. The ideal freelancer for this project would have: - Robust experience in website development and design - Specific expertise implementing AI models into websites - Prior experience or understanding in the fashio...

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    I'm looking for an experienced 3D modeler to create a comprehensive model of a smoke generator, a crucial component in fire safety devices. Key details you need to know: * This project focuses exclusively on product modeling, specifically heavy on detailing and perspective. * I'm particularly interested in professionals who have prior experience with modeling fire safety equipment, though it's not an absolute requirement. Ideal skills and expertise: * Expertise in 3D modeling software such as AutoCAD, SketchUp or similar. * Experience in product modeling, especially technical and industrial equipment. * Knowledge in fire safety devices is a plus. * Strong attention to detail is crucial. Please ensure you provide relevant examples of previous work in your portfol...

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

    $25 - $40
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    Trophy icon Modern Kitchen Design and Render 6 days left

    I am searching for an expert in kitchen design who can utilize their skills to provide me with a stunning modern kitchen plan. DESIGN MUST USE the existing CAD drawing to respect dimensions and external wall opening locations. External door could possibly be enlarged to be a patio door, but no other openings can be modified. Internal wall separating d...space utilization and cabinetry design. Current space is separated by wall between dining room and kitchen. Would like to combine both spaces, removing the wall. Current kitchen space has 4 doors and loses a lot of possible countertop space. The dining room has 2 doors only and less windows which could make it easier to optimize. I look forward to your creative designs. Need 2d plans and 3d model and render, after 2d plan is ag...

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    I am in need of a professional Machine Learning expert to join my project. Whilst this task does not require specific tasks to be performed, applicants should possess a broad knowledge of machine learning and should be comfortable with a range of responsibilities, potentially including but not limited to data preprocessing, model training and model evaluation. Ideal Skills and Experience: - An expert understanding of machine learning concepts and algorithms - Proficiency in relevant ML tools and software - Solid experience in a similar role or project Your application should detail your machine learning expertise and any relevant past projects. Please highlight any similar projects you've worked on recently. I look forward to viewing your applications and work...

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    ...tutor, deeply versed in statistics and probability, to help me strengthen my understanding of several key concepts that form the backbone of my studies. - The key subjects of focus are Statistics and Probability. - Moreover, the distinct concerns within these subjects include the following: - Mean, Median and Mode - Probability Distributions - Hypothesis Testing - Linear Sparse Model - Large Inverse Covariance Matrices - Sparse Vector Auto Regressive Models - Concentration Bounds The ideal candidate should have advanced knowledge in these areas, and preferably experience in tutoring at a postgraduate level. An ability to impart knowledge effectively and deliver valuable input and guidance on academic projects is highly sought after. A strong acad...

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    ...educational and promotional content for our new upcoming website. You should be able to demystify the mortgage process for our target audience: first-time homebuyers, homeowners interested in refinancing, and real estate agents. Key topics to be covered in the content include: - Mortgage rates and terms - Down payment requirements - The loan application process - Benefits of working with a mortgage broker - Options for refinancing - Understanding the debt-to-income ratio Expertise in SEO is crucial, as the objective is to increase our website traffic, as well as educate potential clients and promote our services. The successful bidder should have experience in finance or real estate content writing. Knowledge of the mortgage industry will be highly favorable. Craft your creat...

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    IBBA Data Scraping Task 6 days left
    VERIFIED

    I require an expert in web scraping to extract specific data from the International Business Brokers Association (IBBA) website. The target information includes business listings and broker contact information. Although no specific data fields were defined, having in-depth knowledge in extracting business- and contact-related details is beneficial. Skills in programming, data mining and handling web scraping tools are key.

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    I require a structural engineer with particular expertise in working with Revit software. The task here is to export various types of drawings from a given Revit model. Strong Revit expertise and adaptability are crucial for this project.

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    Basically there are 2 tasks: - For task 1, I need the 2D coordinates (elevation profile) of a 3D model of a tree bark. - For task 2, I need you to create a new 3D model by merging 2 existing 3D models that I will provide (a tree bark model and a plate model) Precision here is key; I require a high-detail design to fully bring out small-scale features of the bark. The final 3D model will be printed in plastic. Ideal Skills: * Proficiency in GIS software/or other slicing softwares capable to generate elevation profile from a 3D model (e.g., 3DFLOW) (to accurately get and translate the 2D elevation data). * Extensive experience in 3D modelling, specially in building and merging parts for 3D printing. * Close attention to miniature details P...

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    ...registration and login: The webapp should allow users to create accounts, log in, manage their profiles. - Referral system for users: To enable a networking aspect within the webapp, implement a system where users can refer others and possibly earn some benefits. - Course management and enrollment: There must be a well-structured system for course management and student enrollment. Our business model will be pay-per-course access which means the course purchases should be securely handled on the platform. You will create an engaging, user-friendly, and intuitive interface. Prior experience in creating educational web apps is highly beneficial. Understanding B2C orientation and having a knack for clear, straightforward design are key skills for this job. If you have refined ...

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    I am urgently seeking an experienced Python expert specialized in data science, in particular large language models and Generated AI. Your task will revolve solely around machine learning modeling. Your responsibilities will include: - Implementing unsupervised machine learning to produce effective anomaly detection models. It's essential that you: - Have significant experience with Python, large language model, and general AI - Hold solid understanding of unsupervised machine learning and anomaly detection - Are able to work independently, as this project is unsuitable for those currently committed to full-time employment. This opportunity will allow you to showcase your expertise and make a significant impact. Reach out to me for more information.

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    I need a talented Blender artist to create a low-poly model of South Vietnam's Norodom Palace, including a simple interior. The primary purpose of this model is for animation. Ideal Experience and Skills: - Blender mastery and low-poly modelling skill. - Prior work in architectural modelling. - Understanding of basic interior design to fashion a simplistic representation of the palace's interior. - Ability to create animation-ready, efficient models. - Experience working with low-poly assets for animation. Deliverables: - Low-poly model of the Norodom Palace. - Simplified interior modeling.

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    I am seeking a skilled freelancer experience in SketchUp to craft a 3D interior design model of key areas in my home. These areas include: - Living room - Kitchen - Bedroom The goal is to achieve a consistent modern aesthetic across all these spaces. Freelancer should demonstrate a strong grasp of modern interior design principles and extensive prior experience with SketchUp 3D modeling. Experience in architectural design and visual arts is a plus. Understanding of lighting and texture in 3D space, to effectively capture the look and feel of modern interiors is desired. The successful bid will deliver a design that blends function and style in a harmonious manner, adequately representing my vision for a modern, comfortable and visually appealing living space.

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

    $18 - $20
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    I am lookin for a skilled WordPress developer to create a B2B website. The website will require fewer than 5 pages, and vital features include: - User registration and login - A product catalog and listings - Quote request functionality - IDX broker I need these features to be tightly integrated, providing a seamless user experience. As the right freelancer for this job, you should have substantial experience with WordPress development, and a deep understanding of the plugins that would best facilitate these features. A successful bid will demonstrate this, and also reflect the limited scope of this project.

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    Agile Scrum steps project 6 days left
    VERIFIED

    ...change increasing the unpredictability of local weather conditions, there has been great demand for technology that can provide reliable weather information. Weather conditions impact several organizations and businesses – ranging from agriculture, outdoor event management, hospitality, travel and tourism, and healthcare. While GTM has no expertise in meteorology, it proposes to aggregate weather data from multiple providers and use analytics to correlate it with meaningful conclusions for businesses. Example use cases could be generating forecasts based on local weather conditions around: 1. Consumption of hot versus cold beverages depending on cold, sunny or rainy weather 2. Number of visitors to a tourist site or an open-air entertainment event 3. Likelihood of seasonal ...

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    I require a proficient developer experienced with the Binance Smart Chain for an intriguing project. The project involves the development of ERC721 Non-Fungible Tokens (NFT) with abilities to mint new tokens, and ensure they are transferable between users. Moreover, the developer will also handle the creation of ERC20 tokens. These tokens must be mintable and compatible with the developed NFT...- Proficiency in Binance Smart Chain - Expertise in developing NFTs and ERC20 tokens - Familiarity with token minting processes - Strong abilities in system integration This project calls for someone with a balance of technical expertise and innovative thinking. Your experience and skills in these discreet yet interconnected tasks will ultimately dictate the successful implementation of this ...

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    As the project lead, I am seeking an experienced freelancer Female instructor with high SPSS proficiency for a crucial data analysis task. While the specifics of the data analysis deliverables haven't been finalized, the hired professional must stand ready to take on tasks such as descriptive statistics, hypothesis testing, and regression analysis. Ideal Skills: - SPSS proficiency - Versatility in various data analysis tasks Those willing to bid on this project should; - Highlight their SPSS proficiency and mastery in their responses. - Include their direct and equivalent experience in data analysis using SPSS software. - Linear models: Introduction to linear models Fitting linear models Multiv...

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    I need a compelling investor pitch deck. My health startup needs strong and convincing visuals to attract funding from angel investors. A successful freelancer would have the following: - Experience in crafting pitch decks (this is a must have, please send samples of what you have created in the past and if your client got funding) - Proficiency in graphic design - Under...send samples of what you have created in the past and if your client got funding) - Proficiency in graphic design - Understanding of the health industry - Familiarity with angel investment landscape The main goals are to attract investment and articulate our cutting-edge health solutions. Your creative insights will be crucial to effectively showcasing our services and explaining our business model to potential ...

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    I'm looking for an expert who can help in installing CUDA, cuDNN, and spconv in order to ensure my image recognition model runs smoothly. The model should be installed on a Windows WSL machine, which I will give access to through AnyDesk. Everything is already installed on it, but for some reason it doesn't work. I need someone to go through all the things again and check the versions to see if they are compatible. This is the link to the model : If you can do it and have experience in doing that, contact me!

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    I require a skilled 3D artist to create a model and render of my electronics product for social media exposure. The render should portray not only the overall product but also emphasize its functional components. Ideal Skills and Experience: • Extensive 3D modeling and rendering • Detail-oriented • Experience with electronics products • Creative interpretation skills Objective: • The 3D model should be a fusion of realism and style, maintaining an accurate depiction of the product while injecting some artistic flair to make it more appealing to the social media audience. Your final deliverable should be a high-quality 3D model and render of the electronics product, with focus on the functional components, formatted suitably for social media....

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    I'm in need of a thorough and realistic CAD design for a gasoline engine, with a specific emphasis on the automotive industry. Although the entire engine is the primary focus, particular attention should be given to the cylinder arrangement, cooling system, fuel system, crank and scale-down f...particular attention should be given to the cylinder arrangement, cooling system, fuel system, crank and scale-down features. This extensive project requires a high level of precision and detail. An experienced CAD designer with a strong background in automotive engineering and engine mechanics is ideal. Key Features: - Cylinder Arrangement - Cooling System - Fuel System - Crank - Scale-down Model Skills and Experience: - CAD Design - Automotive Engineering - Engine Mechanics - Atten...

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    Hi Fazal I., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

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    I am looking for a skilled web scraper who can help me gather price and item name data from various e-commerce platforms, including Amazon, flipkart , myntra, ajio, tata cliq. need code in c#. im already working on it using HttpWebRequest. some are working and some are not. Requirements: - Proficiency in web scraping techniques and tools - get data from pasted url by user in a textbox If you have the necessary skills and experience, please reach out to discuss the project further. Thank you!

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    I am in need of an expert in Architectural CAD design who can develop a detailed and visually appealing 3D model of a single-family house. Responsibilities: - Create an accurate architectural design for a single-family residence - Ensure the design is feasible, aesthetic, and aligns with my vision Skills Needed: - Proficiency in 2D drafting and 3D modeling - Excellent ability in architectural design, specifically for residential buildings - Exceptional skills in CAD software I am looking for freelancers to tranform a planimetry in a CAD project with 3d modeling.

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    I realize the designs you want in the solidworks program. you can contact me for any design you want.

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    I am looking for a SolidWorks expert with substantial experience in 3D modeling. Your primary task will include: - Creating 3D models of mechanical parts - Working closely with the specifications and dimensions I provide. Your ongoing accuracy and attention to detail will be critical to the project succes...include: - Creating 3D models of mechanical parts - Working closely with the specifications and dimensions I provide. Your ongoing accuracy and attention to detail will be critical to the project success. Prior experience in modeling mechanical parts is a plus. ******** I have a design for a car that runs on a track. It was made by SolidWorks 2023 and there are also files in stl format. The model needs to be finalized and improvements made...while maintaining a light file....

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    I am seeking an experienced 3D designer to create a modern interior design of a small studio or one-bedroom apartment. The purpose of this design is dual: - Visualizing interior design options - Planning renovations The ideal candidate should have a strong understanding of modern design aesthetics. Your job will be to create a comprehensive 3D model, reflecting the vision we have for the space. Please include previous examples of similar work in your proposal.

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    Note: No work will be accepted if you do not provide the sketch along with the image. You must design the characters first and then display them with a light effect similar to the attachment. We need to create something that avoids potential copyright issues with Powerpuff Girls. Your characters' variations should be girls. You are not allowed to use ChatGPT or any AI model. You need to provide proper sketches, and we require SVG files with no background. These will be used on the website. I have attached an image where girls are positioned on top of a light effect, so your design should be similar to this. We need three unique characters designed for our website. These characters should resemble the Powerpuff Girls but should not be a copycat and they must exude a cool and a...

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    It is necessary to proofread a web page in Vietnamese on the topic of trading.

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    This project seeks an expert in AI and Battery Management Systems (BMS) to create comprehensive documentation. The main aims are: - Detecting sudden acceleration, specifically rapid increases in speed - Implementing a battery optimization function...in EVs, including acceleration or speed control. You should base your documentation on strategies including agents that will act decision maker in real-time from mapping the decision from state to action. Create the state and action space, state transition and rewards to achieve the training goal. Deliverables; Documentation including backgrounds, tech trees, methods for data collection/feature extraction/detection model/threashold definition/RT monitoring/integration of BMS. Illustrations, block diagrams, sample dataset, ta...

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    ... specifically electricity generation and distribution. The main objective will be to develop a financial model for a project feasibility study. Specifically: a) Given a capacity mechanism (payment) of $x/MW, 5 % capacity factor, what is the LCOE to target for a rental power solution (gas fired)... given some assumptions on gas supply b) Outcome includes a NPV of cash flow for floating power by displacing the coal fired power station. c) Review more data which can be useful, some brief background and critical note on the noise around key market players Key tasks include: - Analyzing historical financial data, which I'll provide - Developing a high level financial model Ideal Skills and Experience: - Proven experience as a Financial Mode...

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    ...suit our company. We are looking for a developer who can import 3D model data into PlayCanvas, so we hope you understand this well before bidding. We are looking for a developer who can import 3D model data into PlayCanvas. Project Introduction: Our company is creating a site that implements a function to look around cars using the PlayCanvas engine. The developer I worked with for 4 years left the job due to personal reasons, so I'm looking for a new developer. Development tools: PlayCanvas engine, React, Node.js, JavaScript, etc. All projects have already been created with PlayCanvas, so producing them with or making variations does not suit our company. We are looking for a developer who can import 3D model data into PlayCanvas, so ...

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    I'm looking for a skilled professional to create a superior stock screening financial model. It revolves around the identification of investment potentials, the evaluation of stock for trading, and to keep track of stock performance. Create a spreadsheet that will allow the user—a savvy investor in the stock market-to screen stocks based on simple financial models. In creating those models you must use earnings per share and sales per share as the key underlying variables. Furthermore, you must build the spreadsheet so that the user can enter information for up to a minimum of 5 stocks. You should populate the input section of the spreadsheet with data from at least five stocks from a sector of your choosing. Ideal Skills and Experiences: - Extensive financial m...

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    Title 3D Character Modelling with Texturing and Rigging Description Character Modeling, Texturing, and Rigging Requirements Modeling: Create a detailed 3D model of the humanoid character. Model the display on the head as a separate mesh. Ensure proper UV unwrapping for both the character and display. Texturing: Apply relevant textures and materials to the character and its components. Rigging: Rig the character with a full humanoid skeleton, enabling standard humanoid animations. Create facial blend shapes to support various expressions. Deliverables: Maya file (.mb or .ma) containing the modeled, textured, and rigged character. (Optional) Unity Package: A Unity package with the character, textures, rig, and any custom animation controllers for easy integration.

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    ...developing my EMA (Exponential Moving Average) strategy on TradingView. The key task is to incorporate - Implementing and coding the EMA strategy I've detailed. - Ensuring the script can backtest trading data effectively. - Coding the script to generate trade signals. Furthermore, I want this script to automatically initiate and execute trades Synchronized with my broker account. This calls for a high-level experience in TradingView API and order management system. Additionally, this project requires backtesting the strategy on a mixed dataset of both specific historical and most recent market data for determining the effectiveness of the automated trading strategy. Proven expertise in backtesting trading strategies will be a significant advantage. Experien...

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    App for iOS & Android 6 days left
    VERIFIED

    I need a versatile app developed for both the Android and iOS platforms. The app's main function will be discussed under NDA. The key functionality of the app will be: - Optical Character Recognition (OCR) using device camera. - Database lookup features related to the captured text. - Annual Subscription purchase model Ideal freelancer should have: - Proficiency in Android and iOS development - Experience with OCR integration - Familiarity in building cloud database - Experience with app patents - Prior work building utility apps, particularly with accurate OCR features will be highly regarded. Given the broad range of required skills, experienced developers only, please. This will not be a suitable project for beginners.

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    I need a skilled developer to generate a custom Python script aimed at Yolo v8 image segmentation. I have a pretrained model and I converted it into ONNX format. Now I have to get and draw inference of it on original image. I can't use ONNX runtime or Ultralystic. Only OpenCV-Python and Numpy are available. Ideal Experience: - Familiarity with Yolo v8. - Experience in image segmentation. - Mastery in Python scripts. This is not a project, only providing python sample script, if you have one, you can earn money in a min.

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    We are seeking a skilled 3D sculptor with experience in calendar 3D modeling to convert a 3D rendered JPEG image of a newborn from a 3D ultrasound into a 3D printable object. Ensure accuracy and attention to detail in capturing the likeness of the newborn. no texture required, just model. A flat backside is required, no need to guess and model the other side that is not visible from the image. scale propotionally the longest side to 7.0 cm, then thickness unpropotionally to 3.4cm. Export to .STL or .OBJ acceptable. An example of such image is provided.

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    Seeking a qualified freelancer to build a unique generative AI for a transformative healthcare platform. The project will require extensive customization, thereby providing an exciting challenge for the successful candidate. Key Responsibilities: - Programming the backend using either Node.js or Python, preferably with previous experience in both. - Integrating a user sign-up using Auth v5 and a payment setup using Stripe to ensure users can smoothly pay for the service. - Utilizing OpenAI API to create generative AI components - Customizing the frontend with nextjs & Tailwind CSS for a user-friendly interface Qualifications: - Extensive experience in backend development using Node.js or Python - Proficiency in implementing sign up and payment systems - Working knowledge of OpenA...

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    I'm seeking a proven developer capable of deploying an advanced predictive machine learning model using Streamlit. Key tasks include: - Machine learning model deployment on Streamlit: this is the prime requirement and thus calls for solid understanding and application of this innovative data science framework. - Working with predictive model: your fluency in designing and deploying predictive models will be needed. - Familiarity with Numerical and Categorical data: experience in training machine learning models on Numerical & Categorical data is required. Those with a concrete background in machine learning, data analysis, and previous exposure using Streamlit are highly encouraged to apply. Delivering high-quality code on t...

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    I'm in need of a professional with competency in architectural modeling, particularly to create a 3D ...of a professional with competency in architectural modeling, particularly to create a 3D representation of a stadium lounge area for integration onto our website. Our website utilizes navigation with a mouse and keyboard, and we require the 3D model to be seamlessly integrated using , a JavaScript library for 3D rendering. The lounge will be used for VIP seating─ this should heavily influence your design aesthetic. Please share relevant work samples along with your application. I've attached a file for your reference. Deliverables: A 3D model in .gltf format compatible with Optimal texture mapping and UV unwrapping File organization for easy integration into ou...

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    I'm seeking a proficient deep learning engineer familiar with generative AI models. This project involves tasks typical of the development of these models, requiring you to have a broad understanding of data preprocessing, model training, and algorithm development. Ideal Candidate: - Has a robust understanding and experience in Python, TensorFlow, and PyTorch - Can complete tasks within a strict 3-day deadline - Accepts fixed amount project payment, non-negotiable Please Note: - This project isn't available for new freelancers - Applications without past work, experience, or detailed project proposal will not be considered

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    take existing model and sketches and show drawings for a safety fence and surrounds. drawings , no analysis

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    Trophy icon Design a 3D printed home 6 days left

    I'm seeking an expert in 3D architectural design for a modern, minimalist, 3D printed home. Please see the attached instructions for designing a 3d printed home....a 3d printed home. Project overview: Design a modern, minimalist tiny home that can have the exterior walls 3D printed in concrete by the robot described on the following pages. Structure requirements ● Wall thickness to be 6in ● Include 2 doors ● Include a sunroof ● Include 2 to 10 windows Deliverables ● A short presentations highlighting your design ● A 3D model - STEP file of your design (if Solidworks is used a Solidworks model will be request but is not required if Solidworks is not used) If you think small adjustments to the length of the printer arms will make the design better feel free to make su...

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    am seeking a skilled developer to create a user-friendly integration between cloud-based speech-to-text dictation (like OpenAl's Whisper) and the Claude Al language model. I'm really loving Claude 3 Opus. The main goals of this project are: Seamless Dictation: Develop a simple, intuitive interface for me to dictate a substantial amount of content using cloud-based speech-to-text technology. Transcript Processing: Automatically process the generated transcript through Claude using various predefined prompts or templates, such as: Summarisation Clinical note generation Report writing Email replies Prompt Reusability: Allow users to easily rerun the same transcript through multiple prompt templates without needing to re-dictate the content.

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    ...harnessing technology to generate impactful content. I need a professional to build a customised GPT model using the OpenAI API for my website, a project with a fixed budget. The model should be able to facilitate two major functionalities: 1. Automated Content Generation: This is primarily targeted towards generating articles. It is anticipated that these auto-generated articles can drive traffic, foster engagement, and cultivate stronger brand loyalty. 2. Data Analysis and Reporting: I need the model to analyze the performance of the articles and provide comprehensive reports. The suitable candidate already has an active OpenAI API subscription, and vast experience in machine learning, data analysis and reporting, and article generation. They sh...

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