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I am in need of an iOS developer to create a multi-camera guidance application with Augmented Reality (AR) integration and machine learning capabilities. Key Features - Real-time AR integration: The app should seamlessly integrate AR into the user's real-world environment. - Algorithm for guidance on specific scenes: The application needs to provide step-by-step guidance for navigating through specific scenes. - Machine learning for detecting objects and humans: It should be able to identify various objects and humans in the surroundings. Expectations - I am looking for a talented developer with prior experience in AR development. - Your application should include examples of past work in the field. - The level of AR integration complexity I am expecting is intermediat...

...of processing Java code and generating the corresponding executable code. - Semantic Analysis: The primary focus of the compiler should be on semantic analysis. It needs to be able to analyze the meaning of the code rather than just its syntax. - Output Format: The final output of the compiler should be executable code. This means that the compiler should be able to translate the Java code into machine-readable instructions that can run on a computer. Ideal Skills and Experience: - Proficiency in Java: The individual who takes on this project should have a deep understanding of Java, as they will be working with Java code. - Compiler Design: Experience in designing compilers, especially with a focus on semantic analysis, would be highly beneficial. - Executable Code Generation: ...

I'm looking for a skilled machine learning expert who's well-versed in Python to assist me with a project. Key Requirements: - Strong knowledge of Python - Experience in creating machine learning models - Understanding of common machine learning algorithms and techniques Please note that while I haven't specified a particular framework, proficiency in at least one of the popular frameworks such as TensorFlow or PyTorch would be a plus. I'll provide more details about the project upon our initial discussion.

I'm looking to hire a talented individual who can develop a machine learning-based pose estimation system that's well-suited for the assembly process of different objects, providing step-by-step instructions. My research is about AR assisted assembly process, and I want to use the deep learning model like pvnet or pvn3d or others that provide 6 dof to detect and track the object to provide guidance to the work to complete the assembly. The guidance like to be an arrow marker or message show virtually in real time pose estimation or using the Hololense. This is not a commercial work, it’s for my study and my background is mechanical, that’s why I face some difficulties to make a modification on the models. My objective is to study the Augmented Reality AR to a...

I'm seeking an expert in deep learning who can create a specialized heterogeneous graph format. This format will be instrumental in enhancing my machine learning models, specifically for analyzing financial transaction data. Key responsibilities include: - Developing a heterogeneous graph format that is suitable for processing complex financial transaction data - Implementing the format in Python, as this is my preferred programming language for the project Ideal candidates for this project should have: - Extensive experience in deep learning, particularly in relation to graph-based models - Strong proficiency in Python, with a proven track record of developing and implementing complex algorithms in this language - A background in handling financial data would be highly advan...

In this project, I need a savvy software designer who can effectively implement a deep learning model into a desktop application. Key Project Requirements: - Proficient understanding and usage of various programming languages. The best-suited language for this task will be your decision. - Significant experience in machine learning, specifically in the realm of deep learning is essential. You will be working on incorporating a deep learning model, hence prior experience in the same will be a huge asset. - Expertise in developing Graphical User Interface is necessary, as I envision a GUI for this application. Background in user-experience design for desktop software is highly desirable. By the end of this project, I expect a fully operational desktop application that includes a...

In this project, we're aiming to categorize video transcripts, identify key topics, and enhance the searchability of video content. The main goal is to differentiate between questions and sentences contained within a video transcription CSV data file. Following features are requir...differentiation of the content type should be indicated in the 'label' column. The value can be 'question' for sentences that are actually questions, and 'sentence' for regular statements. - Development of a RESTful API with Flask. - Dockerization of the API. Ideal candidates for this project should have: - Proficiency in python and libraries used for Natural Language Processing. - Experience in utilizing machine learning models. - Understanding of RESTful API creat...

I am seeking an experienced python developer to integrate a face recognition system primarily used for class attend...operate by authenticating users to add and edit information. A critical requirement for this project is achieving different users having defendant access/editing rights. Max time 8hrs Skills and Experience: • Expertise in developing Face Recognition systems in Python • Proven track record of delivering high-accuracy solutions • Experience with tkinter and Python applications • Strong knowledge of machine learning algorithms and computer vision (OpenCV). • Detail-oriented and committed to meeting strict accuracy benchmarks. The outcome of this project should be a reliable, efficient, and highly accurate attendance tracking system using facia...

Looking for a skilled Python freelancer to tackle uncertainty in machine learning models. The project focuses on enhancing ML models to handle uncertainty effectively. We require expertise in processing large datasets, with over 5 million rows, ensuring accuracy and efficiency in every analysis. If you’re ready to dive into the world of uncertainty estimation and large-scale data processing, join me on this exciting journey

...product matching purposes will be highly advantageous. Demonstration of past successful projects of similar nature would also be appealing. Main function: bot serves to matches 'client's product descriptions' to the company's product names. The user will then reply if the product name is 'correct, incorrect, not sure'. All replies must feed back the dataset and the bot for incremental learning (machine learning with human interaction). Scenario: our clients name the products based on their descriptions and not on their names. For instance, for a "Diet Coke" they name: "cola based soda with no sugar"; or "sugarless cola based soda"; or "cola soda, no sugar, fizzy drink"; etc. Combinations are endless. Our bot ...

I am seeking an experienced Tkinter developer to integrate a face recognition system primarily used for accurate attendan...should operate by authenticating users to add and edit information. A critical requirement for this project is achieving different users having defendant access/editing rights. Skills and Experience: • Expertise in developing Face Recognition systems in Python • Proven track record of delivering high-accuracy solutions • Experience with tkinter and Python applications • Strong knowledge of machine learning algorithms and computer vision (OpenCV). • Detail-oriented and committed to meeting strict accuracy benchmarks. The outcome of this project should be a reliable, efficient, and highly accurate attendance tracking system using facia...

I am in need of a skilled AI developer who has from Canada,us and Australia and has a wealth of experience in Machine Learning, Natural Language Processing, and Computer Vision. The core function of the AI model you'll be working on is account creation, with a strong focus on image recognition. Ideally, you should have: - A strong background in developing AI for web applications, particularly in creating user accounts. - Proven expertise and practical experience in Machine Learning, Natural Language Processing, and Computer Vision. - Solid experience in image recognition to facilitate account creation. This project does not involve tracking any specific objects. Your primary task will be to develop an AI that can effectively and efficiently handle account creation on o...

We are on the lookout for an AI specialist to design and implement a solution for swiftly and accurately detecting text from photos. This project will require a deep understanding of computer vision and machine learning algorithms for text recognition. The job is very simpel. A webpage where we upload a photo/screenshot and ask the system to tell specifik to tell us Date Bookingnumber phone number Today we can upload a photo on chatgbt and it ca tell us that information easy. Now we will make it on a webpage. The users will upload different types of images and we need the system to detect the correct data. We know that OCR can do that, but we specifik data detected and showed as a text output User upload a photo/screenshot and we get the specific text/number. We just need to ...

...Youtuber) for future interactions, enhancing personalization over time. • Complex Interaction Capability: The chatbot should be capable of providing comprehensive replies to complex inquiries using the technical data sheets of my product (household/car cleaning products), advancing beyond simple text responses. The ideal candidate has a strong background in Python, chatbot development, AI, and machine learning. Familiarity with GPT (Generative Pre-trained Transformer) models will be highly advantageous. Your experience in conversation analysis and natural language processing (NLP) will be crucial for enriching the functionality of the chatbot....

...language using Python or any other suitable programming language. Key Responsibilities: - Implementing text classification, sentiment analysis, and named entity recognition within the NLP model - Developing an effective teaching method that enables the computer to interpret and respond to human language inputs Experience and Skills: - Proven expertise in Natural Language Processing (NLP) and machine learning - Proficiency in Python or another programming language commonly used for NLP - Strong ability to develop and implement text classification, sentiment analysis, and named entity recognition algorithms - Demonstrated experience in creating and training NLP models - Excellent communication and collaboration skills, with the ability to provide detailed project proposals Pleas...

I'm looking for a skilled developer who can help me deploy my PyTorch model into a standalone web application for real-time predictions. Key Project D...to capture the realtime webcam input process the frames and plot out the output(Keypoints). I also want to display the FPS and latency of each frame. - Platform: I intend to use a standalone web application for this deployment. You should have experience in deploying machine learning models in web environments. - Model Maintenance: I do not foresee any updates or maintenance for the model. It will stay as is post-deployment. Ideal Freelancer: - Proficient in both PyTorch and JavaScript or React. - Experienced in deploying machine learning models to web applications. - Able to ensure the real-time functionality of the ...

I need a skilled AI builder to enhance my voice recognition system that processes recorded political speeches. We aim to introduce censorship of specific words and data. Key tasks: - Create a feature that identifies censored words. - Develop a response system that generates an error and halts user progress when censored words are detected. Skills and experience: - AI and machine learning expertise - Experience in voice recognition - Knowledge of audio processing - Sound understanding of censorship principles. Your role will be pivotal in ensuring clean, safe, and unbiased voice recognition in our AI tool. We're seeking a skilled freelancer to assist with our project, particularly in addressing limitations with the server providing our APIs. Unfortunately, the curr...

I am seeking a developer to create an algorithm that can make a single prediction based on data from existing datasets. I have looked at the available choices and decided that numbers will be the best form of data to have inputted into my algori...form of data to have inputted into my algorithm. The goal of this algorithm is for it to make a single prediction, rather than statistical clustering or a range of predictions. The inputs available to the algorithm will be data from existing datasets. This algorithm needs to be powerful, accurate, and efficient while making reasonable predictions. The ideal developer will be skilled in utilizing machine learning, deep learning with neutral network and artificial intelligence, and other related technologies to help create the best possible ...

...specifically designed to search through image PDFs. The software should be able to accurately identify and extract both words and symbols from the images. Key Requirements: - The AI software should search through image PDFs to find words and symbols with medium accuracy. - The software must support JPEG and PNG file formats, in addition to PDFs. Ideal Skills and Experience: - Proficiency in AI and machine learning, particularly in text recognition from images. - Experience in developing software specifically for PDFs, JPEG, and PNG file formats. - Knowledge of OCR (Optical Character Recognition) technology. - Previous experience in creating software that accurately identifies and extracts symbols from images. If you have experience in this area, please provide relevant examp...

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I’m looking for a Frontend Customization expert with the Laravel Framework. A developer who not only has strong technical skills in frontend technologies (like with standard HTML5 + CSS3 Bootstrap structure, React, Angular, or Vue.js) but also understands integrating AI elements, which can include working with machine learning models or using AI-driven design principles.

I'm in need of an AI developer with experience in computer vision. The primary function of the application will be object detection, specifically focused on ...efficiently even in varied lighting conditions or backgrounds. Ideal skills and experience for this job: - Proven experience in computer vision, particularly in the field of object detection. - Proficiency in using AI frameworks and libraries such as TensorFlow, OpenCV, or PyTorch. - Familiarity with working on projects that involve processing images or video data. - A strong understanding of machine learning principles, particularly those related to computer vision. If you have a solid background in computer vision and are up for the challenge of developing an AI system that can accurately detect vehicles, I'd lo...

I am seeking a developer to create an algorithm that can make a single prediction based on data from existing datasets. I have looked at the available choices and decided that numbers will be the best form of data to have inputted into my algori...form of data to have inputted into my algorithm. The goal of this algorithm is for it to make a single prediction, rather than statistical clustering or a range of predictions. The inputs available to the algorithm will be data from existing datasets. This algorithm needs to be powerful, accurate, and efficient while making reasonable predictions. The ideal developer will be skilled in utilizing machine learning, deep learning with neutral network and artificial intelligence, and other related technologies to help create the best possible ...

I require a MATLAB expert to assist in analyzing some financial data. Your skills in data analysis should be top-notch. While specific MATLAB toolboxes weren't mentioned, knowledge of Econometrics, Financial, and Statistics and Machine Learning toolboxes would be a huge plus. Understanding of financial data is imperative. Please provide evidence of similar projects you've worked on. Looking forward to seeing your proposals. The goal is to use Kalman filter to estimate the level of the water in the tank using the noisy measurements coming from the level sensor. Assume that the dynamics and the measurements are modeled by the following equations: ?(? + 1) = ? ?(?) + ? ?(?) + ?? ?(?) = ? ?(?) + ?? Here, ?(?) is the input to the system. In Kalman estimation we have: ?(?) ...

I am looking for a specialist in data mining and machine learning, tasked with handling a medium-sized dataset ranging from 1,000 to 10,000 records. Key Responsibilities Consider the water tank system shown in the following figure. The tank has an input, a water tap, which can add water to the tank and increase the water level. Water level is measured by a level sensor. The goal is to use Kalman filter to estimate the level of the water in the tank using the noisy measurements coming from the level sensor. Assume that the dynamics and the measurements are modeled by the following equations: ?(? + 1) = ? ?(?) + ? ?(?) + ?? ?(?) = ? ?(?) + ?? Skills and Experience - Proficiency in different types of data mining and machine learning. - Broad experience working w...

I am looking for an experienced programmer who can update the reports in our program from VB6 to VB.NET. The reports are in Crystal Reports. The database is in Microsoft Access. Key Project Requirements: - Redesign the layout and formatting of the reports - Add new features or functionalities to the reports - Optimize the performance of the reports Communication: - I prefer communication through Email. Please, share your past work for review. Your ability to work on this project will primarily be determined by your previous experience in similar projects.

I need an FSM (Finite State Machine) tool diagram to represent a process and system behavior. - The diagram should clearly show the states and transitions in the system. - The purpose of this diagram is to visually represent the flow of a process and analyze the system behavior. - I would like the design to be professional and easy to understand. Please provide information about your experience in designing FSM diagrams or similar system behavior representations.

I'm looking to develop a web-based application that specializes in machinery vibration analysis for the purpose of predictive maintenance and troobleshooting. This tool should be designed to help in predicting and preventing potential machine failures by analyzing their vibration patterns. Key Features: - Focus on Machinery Vibration Analysis: This application should be centered around machinery vibration analysis to help determine the health of the equipment. - Predictive Maintenance: The primary goal of this application is to assist in predictive maintenance efforts. It should be able to foresee potential issues and provide recommendations to prevent machinery breakdowns. - Web-Based Platform: The chosen platform for the application is web-based, ensuring accessibility fro...

I urgently need a skilled professional who can assist with creating Finite State Machine (FSM) diagrams and models. In my project, the crucial task will be: - Designing and developing FSM diagrams and models Unfortunately, I skipped the type of FSM diagrams and models needed, but a broad knowledge in Behavioral, Data Flow, and Permission-based Models will be highly appreciated as it will add versatility to the job. Ideally, you need to have: - Solid experience in various FSM diagrams and models - Proficient in using FSM tools - Ability to deliver high-quality work promptly since the project is ASAP Your role will be pivotal for the successful implementation of our project's FSM tool related tasks. Therefore, you should have the ability to perform under tight deadlines and...

Hello! The Machine Learning team at Avature is working on exciting projects related to understanding candidate's skills and how they can be linked to relevant positions. In order to expand the capabilities of our AI models, we are looking for freelancers to annotate (mark) skills in job descriptions in German. About the task: - You will read job descriptions and mark the spans of text that represent skills or that make reference to/imply/are a paraphrase of a skill. For example, we should mark the skill “project management” if it appears in the text, but also the action “managing projects”. We will provide a document with guidelines, examples and information on ho to use tool. - Estimated hours needed for this project: 2 - 3 hours - Estimated starting d...

I'm looking for a professional who can help me deploy an existing application to a remote machine. Key Requirements: - The application is built on JDK7 and uses Java - The main purpose of the app is to function as a web service - The codebase is old and was developed in NetBeans 8 - The application was previously deployed on GlassFish 4 Skills and Experience: - Proficient in Java and JDK7 for code maintenance and deployment - Experience in working with NetBeans 8 for compiling and debugging code - Prior experience in deploying applications on GlassFish 4 - Understanding of web services and their deployment - Familiarity with PostgreSQL for database integration This project will require someone who is experienced in handling legacy codebases and can ensure a ...

Draw air duct for intake and exhaust to a ks3m crypto machine. These will be 3D printed and must be drawn in fusion 360. The file should be sent to me and also a tutorial video in English how to draw this step by step. I have model of the mashine in stp file and picture.

Draw air duct for intake and exhaust to a ks3m crypto machine. These will be 3D printed and must be drawn in fusion 360. The file should be sent to me and also a tutorial video in English how to draw this step by step.

...Requirements: Cross-Platform Compatibility: The app should be developed using a framework that supports both iOS and Android platforms (React Native, Flutter, etc.). Back-End: Robust back-end architecture capable of handling real-time data processing and secure storage (consider Node.js, Python, etc.). APIs and Third-Party Services: Experience with third-party APIs for mapping services and potentially machine learning for image recognition. Security: Implementation of advanced security protocols to protect user data and privacy. Project Deliverables: Complete source code with documentation. A working prototype for initial testing and feedback. Deployment on both Android and iOS platforms. Maintenance and possible future enhancements (to be discussed). Buget: Open to hear quote...

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I'm looking for a Swahili translator to help with translating a short video. This is a machine translation that has been post-edited. Key Requirements: - Proficiency in both English and Swahili - Experience in video translation - Ability to provide high-quality, accurate translations - Understanding of the nuances of both languages The video is less than 5 minutes long. The ideal candidate will be able to deliver a natural-sounding, culturally sensitive translation that captures the essence of the original content. Please include details of your relevant experience in your bid.

I am looking for a skilled and experienced Full Stack Developer to work on a project with integration of AI technologies, specifically machine learning algorithms. The platform requires a comprehensive e-commerce functionality paired with a user authentication and authorization system. Freelancers bidding for this project should include: - Examples of their past work, particularly any showcasing their proficiency with AI technologies. - Any experience pertinent to Full Stack Development, Machine Learning, and AI in general. - Links to professional social media accounts such as Instagram, Facebook, and LinkedIn. - A short description of their project approach, ideally answering the "what" "when" "where" "why" and "how" of th...

I am in need of the expertise of a machine learning professional to develop versatile classification models including Multi-Class Logistic Regression, Support Vector Machine, Random Forest, and Gradient Boosting Model. The goal is to predict NHL game results. Key aspects that need consideration are: * Team and player statistics. Required skills and experiences: * Proven track record in Machine Learning, specifically in the creation of classification models (Multi-Class Logistic Regression, Support Vector Machine, Random Forest, and Gradient Boosting Model). * Expertise in sports data analysis, particularly in the NHL. * Strong knack for accurate prediction success rate. * Able to provide a comprehensive report comparing the model results. In your proposal...

As a creator of a machine learning model, I am looking for a skilled Python developer with a focus on image segmentation. This role is crucial to my project, thus the successful bidder should have: - Extensive experience in Python programming - Practical knowledge of image segmentation and need documentation - An understanding of how this segmentation will benefit machine learning models Specific tasks involve dividing an image into multiple parts or segments to simplify image representation, ultimately eliminating unnecessary image content and focusing on the subject alone. This process will aid in the efficiency and success of my machine learning model. Please note information on the type of images to be used is currently undisclosed. Bidders will be updated onc...

We are looking for a Computer Vision Developer who can help with Image Classification and Object Detection tasks in an indoor environment. The primary focus will be on achieving a high level of accuracy, targeting 99% or more. Key Responsibilities: - Develop and...Strong experience in Image Classification and Object Detection - Proven ability to deliver high accuracy models, ideally in indoor settings - Expertise in using popular frameworks like TensorFlow, OpenCV, or PyTorch - Good understanding of optimization techniques for accuracy - Ability to work independently and meet deadlines. Task: Create a functional recognition model with a freely chosen machine learning framework that identifies the coordinates of the contours of boxes in pixel coordinates. Please, check pictures...

...annual teaching strategy, adhering to Italian and EU educational standards and curricula, with a mock lesson on a specific topic, using the reproductive system as an example. I possess slides from a similar previous exam that need a modern and distinguishable makeover while maintaining the original text content. Knowledge of Italian is not necessary, as the textual content remains the same and machine translation can be used for layout adjustments. The redesign can be done on a slide-by-slide basis if needed, aiming for a distinctive, refreshed look. The slides should be more colorful and must embody a clear theme of science and mathematics. Though is also important to avoid an overly childish/preschoolish look like the one presented in some of the original slides. The tota...

... Craft compelling characters and storylines that bring to life the human side of AI innovation and its societal impact. Ensure accuracy and factual integrity while incorporating elements of intrigue and suspense to captivate viewers. Ideal Candidate Skills: - Proven experience in scriptwriting, preferably in the documentary or investigative journalism genre. Deep knowledge of AI technology, machine learning, and related fields. Exceptional storytelling skills with the ability to convey complex ideas in a clear and compelling manner. Strong research abilities to uncover hidden truths and untold stories about AI. Please provide proof of past work that showcases these skills. Looking forward to discussing further details with eligible candidates. PLEASE IN YOUR RESPONDS, REPLY T...

I am looking for a skilled Data Science professional who can create beginne...looking for a skilled Data Science professional who can create beginner-level training projects in Machine Learning using Python. Key Project Details: - Topics: The projects should cover a range of basic Machine Learning concepts and techniques, and be suitable for beginners. Examples include linear regression, decision trees, and clustering. - Programming Language: Python is the preferred language for these projects, so a strong proficiency in Python is essential. Ideal Skills and Attributes: - Proven experience in Data Science and Machine Learning. - Excellent command of Python. The aim of these projects is to provide students with hands-on experience and a solid foundation in Mac...

I need a skilled machine learning engineer with experience in applying the ViT-H SAM model for image classification tasks, particularly in classifying objects within images. The project will entail: - Training the model on a custom dataset that I will provide - Fine-tuning the model to improve the accuracy rate in object detection - Delivering a ready-to-use model capable of accurately classifying the objects within my images Ideally, you should posses: - A thorough understanding and practical experience in image classification - Strong expertise with the ViT-H SAM model - Proficiency in working with custom datasets - Excellent problem-solving abilities to navigate potential hitches while working on the project. By end of this project, I expect an efficient ViT-H SAM model th...

...models and how they evolve over time. - General enhancements and guidance in the project: As an overall guidance, I'm also seeking for any improvements that can be made to the project as well as expert advice on how to make it more efficient and effective. Skills and Experience: - Strong background in deep learning and AI: Given the nature of the project, a deep understanding of deep learning, machine learning particularly in the context of generating synthetic media, is essential. - Proficiency in model evaluation: You should be able to interpret and analyze model performance through loss and accuracy graphs. - Familiarity with speech synthesis: Any experience in this area would be a bonus, as it could help in enhancing the project. The project requires a skilled professi...

...developers with a strong background in AI for an upcoming software development project. The software should primarily work to enhance business efficiency through intelligent data analysis and machine learning applications. Key Features: - Capable of performing complex data analysis. - Incorporate sophisticated machine learning algorithms. Purpose and Users: This tool will be used in construction industry by engineers and contractors for communication of Instructions and development of IPOs. Skills and Experience Required: - Expert knowledge of Python and Flutter. - Proven experience in AI, particularly machine learning. - Experience in developing data analysis tools. - Familiarity with developing software applications for construction co Summary: The envisioned p...

I'm looking for an experienced Python developer who can assist me with an ongoing issue I'm facing on my Windows machine. Every time I attempt to install Python 3.8, I encounter an error message that says 'distutils directory not found'. Despite my efforts in uninstalling and reinstalling Python, the problem persists. Ideal Skills and Experience: - Python development expertise - Exceptional understanding of Python installation on Windows machines - Proven track record in troubleshooting and resolving Python installation errors Your task will be to identify the root cause of this issue, propose an effective solution, and walk me through the process so I can prevent the same problem from recurring in the future. I'll appreciate any assistance I can get on t...

As a production manager, I'm looking for a deep learning algorithm capable of accurately counting forging metal objects through a camera feed. This project strictly focuses on counting, and not object categorization or quality control. Ideal skills and experience: - Machine Learning and Deep Learning expertise - Understanding of Image Processing - Familiarity with Camera Technologies Timeframe for project completion is within a month. I'm eager to collaborate with someone who can deliver results within this timeline.

...Azure environment. The virtual machine (VM) and network resources have already been configured, but the project requires finalizing the setup to ensure the service is accessible both within and outside of Azure (internal and external IP). We are seeking an experienced professional who can complete the following tasks: Required Services: Review the current configuration of the virtual network and VM in Azure. Complete the network parameter setup to ensure the video call service is accessible over the Internet, including the configuration of firewall rules and network security if necessary. Install and configure all necessary components and dependencies on the virtual machine for the operation of video calls. Ensure secure interaction between the virtual machine and...

I'm seeking a developer with proficiency in MERN stack, machine learning, and WebSocket technology. - Your primary task will be to develop a web application using MERN stack, emphasizing ReactJS for the front-end. - You'll also need to implement predictive modeling using machine learning in the application. - The chat functionality will require the use of WebSocket technology for seamless real-time communication. Ideal candidates should have: - Extensive experience with ReactJS and MERN stack development. - Proven expertise in machine learning, particularly in predictive modeling. - Familiarity with WebSocket technology and its implementation in chat features. Please provide previous work samples or a detailed portfolio showcasing your skills in these a...