Big data analysis and data mining jobs

...complex formulas and calculations, and generating reports and trading signals based on S&P500 Index data. The ideal candidate should have: - Proficiency in Excel with a strong track record of automating tasks and creating formulas - Experience in generating reports based on financial data, specifically S&P500 Index - Strong analytical skills to ensure the calculations and data analysis are accurate and reliable - Excellent communication skills to understand my requirements and provide regular updates Some of the key responsibilities and tasks include: - Automating the extraction of S&P500 Index data - Creating formulas and calculations to analyze the extracted data - De...

...solve a aviation business case study focusing on financial statement analysis. The objective of the case is to increase EBITDA margin . The P&L statement, Balance sheet and Cash flow statement will be given along with more information to prepare forecast and analysis. It will require to use necessary assumptions to solve the objective of the case. Case will be required to be completed by 12th May, Sunday, Time : 11 AM London Time (GMT +1) Key Requirements: - Industry Knowledge: A deep understanding of the retail sector and its financial intricacies is essential. - Advanced Expertise: I require a finance professional with advanced skills in financial statement analysis. - Critical Thinking: The ability to think critically and provi...

Develop a prediction model to identify fake orders and suspicious transactions and forecast the sales of different products. I just need separate for each below mentioned task. Perform these task and show each one in Jypyter Notebook:- 1) Data Understanding and Pre-processing 2) Data Wrangling Operations 3) Descriptive Analytics 4) Diagnostic Analytics 5) Predictive Analytics 6) Recommendations and Conclusions The link of the dataset is

...configuration works perfectly on a Windows environment but throws an error when we move it to the AWS pipeline. This issue is restricting our ability to run tests efficiently and impacting our CI/CD process. Key requirements: - Configure Serenity setup for an AWS pipeline - Troubleshoot and resolve the error that's disrupting the pipeline - Ensure the solution is robust and will enable the automation of our web application testing Ideal skills and experience: - Proficient in setting up Serenity for AWS and CI/CD - Strong troubleshooting skills - Experience in web application testing - AWS pipeline configuration expertise would be a big plus. We have a testing issue with configuration. its runs well on windows, but when move to AWS pipel...

I'm seeking a skilled data analyst to meticulously assess my website's performance through the data I provide. Key Project Details: - Analysis Focus: The data to be analyzed includes website traffic, user behavior, and conversion rates. You're expected to provide a thorough and insightful examination of these aspects. - Data Collection: Data collection for the website is currently managed via Google Analytics. Your experience and proficiency with this tool is crucial. - Deliverables: I'd like the results of your analysis to be presented in written reports and clear visualisations ( an interactive dashboard maybe). These should be detailed, accurate, and accompanied by valuable visual ...

...searching service and I'm looking to upgrade its current features and introduce some new ones. Key Features to Add: - Advanced Search Options: I'm interested in building on my current search function to offer more refined search capabilities. - Scraping: I'm looking to add a data scraping capability to my service. This will involve extracting data from various websites and integrating it into my existing database. - AI Data Analysis: I'd like to incorporate AI data analysis functionality into my service. Specifically, I'm interested in pattern recognition and data clustering. Other Enhancements: - Batch Searching: I need to implement a batch search functionality. - Additional Datab...

...assistance in setting up and navigating this tool effectively. Requirements: The ideal candidate should possess the following skills and experience: 1. Charles Proxy expertise: - Proficient in using Charles Proxy for personal use. - Familiarity with its features, including SSL proxying, request/response manipulation, and traffic analysis. - Ability to troubleshoot and resolve issues that may arise during usage. 2. Technical proficiency: - Strong understanding of networking concepts, HTTP, and HTTPS protocols. - Knowledge of web development technologies, such as HTML, CSS, and JavaScript. - Experience in mobile app development and testing would be a plus. 3. Communication and support: - Excellent com...

...analyst who can perform an in-depth investment analysis and risk assessment for my business. The primary goal of this analysis is to help me with financial forecasting and raising funds. Key Responsibilities: - Conduct a comprehensive investment analysis to identify profitable investments. - Perform a thorough risk assessment to evaluate all possible risks involved. - Provide detailed financial projections to support raising funds. Ideal Skills for the Job: - Proven experience as a financial analyst with a focus on investment analysis and risk assessment. - Deep understanding of financial forecasting, investment risks, and market trends. - Strong analytical and critical thinking capabilities. - Excellent communication skil...

...executive summary should succinctly encapsulate the key findings and recommendations of the full report. - Balanced Detail: While the summary should be accessible to a general business audience, it should also include some technical details and analysis to provide a comprehensive understanding of the research. - Audience Focus: The primary audience for this summary is business executives. As such, the language and content should be tailored to their interests and priorities. Ideal Skills: - Proven experience in writing executive summaries or similar high-level business communications. - Strong research and analytical skills to accurately distill the essential content of a 120-page report. - Excellent understanding of business language and...

...designer to handle my upcoming conference presentation. The aim is to create an engaging and dynamic presentation that will captivate the audience. Key Points: - The presentation should be tailored for a live conference setting, with a focus on engaging the audience and keeping their attention. - I anticipate needing between 11 to 20 slides. Each slide should be designed for clarity and visual appeal. - The use of moving bullet points and other dynamic elements is essential. I'm looking for a designer who can bring a fresh, innovative approach to the presentation. Ideal Skills & Experience: - Proven experience in designing conference presentations is a big plus. - Proficiency in using Powerpoint, and a good understanding of how to cr...

I need suggestion on how to present my portfolio of 60+ projects that is done on freelancer.com on my account. I need someone who can SUGGEST and CREATE the portfolio. I CAN PROVIDE KEY DETAILS OF THE PROJECT. This project entails creating the first 10 simple showcase focusing only on showcasing and not big designs. If you have read this much, start your cover letter with "I love working!" Include any little or more experience on such projects. Read again before sending proposal.

...Facebook, Instagram, and YouTube. Key Requirements: - Proficiency in Adobe Premiere Pro: You should be able to use this software effectively to create engaging, innovative, and concise videos for social media platforms. - Social Media Understanding: A good grasp of what content works well on each platform, how to engage users in the first few seconds, and how to maintain their interest throughout the video. - Creativity: Ability to think outside the box and create visually appealing videos that are in line with the brand and resonate with the target audience. - Punctuality: I need videos on a regular basis, so the ability to deliver work within specified time frames is crucial. - Previous Experience: Prior experience with creating and editing s...

I need a proficient R programmer who specializes in creating efficient and accurate regression analyses. My project requires a specific focus on financial data. Key tasks involve: - Implementing statistical modeling using R Programming - Performing regression analysis on financial data Ideal freelancer should have: - Robust experience in R programming - Specific expertise in statistical modeling and regression analysis - Experience working with financial data - Strong analytical skills and attention to detail.

...who wants to buy and sell bitcoin (token). For this purpose, I want to have a user-friendly, secure, fast and affordable website built. I want the website to have the following features: The website should work smoothly on both desktop and mobile devices and have a modern design. The website should offer a platform where users can easily register, manage their accounts, deposit and withdraw funds, and buy and sell bitcoin (tokens). The website should be able to display current market data, charts, analysis and news and offer users different trading strategies. The website must comply with the highest standards in terms of security and protect users' personal and financial information. The we...

...who wants to buy and sell bitcoin (token). For this purpose, I want to have a user-friendly, secure, fast and affordable website built. I want the website to have the following features: The website should work smoothly on both desktop and mobile devices and have a modern design. The website should offer a platform where users can easily register, manage their accounts, deposit and withdraw funds, and buy and sell bitcoin (tokens). The website should be able to display current market data, charts, analysis and news and offer users different trading strategies. The website must comply with the highest standards in terms of security and protect users' personal and financial information. The we...

Business Plan and Pitch Deck for an online training business in the project management space. The business plan will have around 30 pages with the following structure: Executive Summary Business Profile Market Trends Market Size SWOT Analysis Competitors Analysis Sales and Marketing Plan Operational Plan Financial Summary Also, a pitch deck for investors with around 12 slides.

...000 to 20,000) of Non-Resident Indians (NRI) working and/or residing in foreign countries like USA, UK, SIngapore, Canada, Australia, Dubai. Their age group may be between 22 years to 42 database will be used for marketing and promotions for my existing business. Key Elements Needed: - Name - Email - Mobile - Company Name (if available) - Country of Residence or Work Data Collection Methods: - Online Surveys - Social Media Platforms - Public Records Skills and Experience Needed: - Experience in data collection and database creation - Proficiency in using online survey tools - Familiarity with social media data mining - Ability to identify and use relevant public records - Attention to detail to ensure accuracy of collect...

...development and AI technology to deliver a user-friendly and efficient booking tool. The site is partly developed (stack: NextJS, MongoDB & Prisma), only a small part of it is ready (not much around 25% done so far), initially the current code needs to be checked, fix bugs and develop the project The project is a flight booking site, Here's what the project entails: - Development of an AI-driven flight search and booking platform - To be exclusively used in a web format - Priority is quick project completion, as I need this done ASAP Attached are the specific tasks required Sigma design is ready and beta site is online Ideal skills and experience: - Proficiency in AI technology - Extensive web development experience - Previous...

I urgently need a skilled writer who has high proficiency in fixing a technical report. Due to skipped responses, the project will require a versatile freelancer who can tackle different issues, especially: -Fix the report based on the feedback Though the specific purpose and audience of this report remain unspecified, the freelancer should be capable of handling diverse goals such as documenting research findings, presenting proposals, or providing technical analysis and recommendations. This task would be best suited for freelancers who can tailor their writing to various audiences, whether they be technical experts, non-technical stakeholders, or a general audience.

...(CFD) analysis for an underwater equipment design. The primary goal of the project is to improve equipment efficiency. The successful individual must therefore be proficient in CFD analysis, 3D modeling, and structural analysis and have knowledge of FOM, Sloshing etc. Your responsibilities will incorporate: - Analyzing the current design using CFD techniques - Identifying areas of improvement to enhance efficiency - Advising on appropriate design modifications A background in fluid dynamics coupled with an understanding of underwater equipment will be necessary for this task. Additionally, the potential to perceive potential issues before manufacturing will be a significant asset. Please ensure you've ample experience in the implementation of ...

I am looking for a skilled data entry specialist to handle a mix of numerical and textual data. The data will be provided in digital format, so proficiency in Excel and Word is crucial. Key Responsibilities: - Accurate and efficient data entry for both numerical and textual data - Ensuring data integrity and upholding confidentiality standards - Potential for basic or advanced data analysis (e.g., sorting, summing, statistical analysis, trend analysis) - depending on your skills and experience. Ideal Skills: - Strong attention to detail - Proficiency in Excel and Word - Ability to handle mixed data types - Data analysis skills (for those intereste...

I am seeking a proficient designer skilled in HTRI, Aspen, PV Elite, STAD Pro, and Creo or 3D. The primary focus of this project is designing & Estimation of heat exchangers, Pressure Vessel, API 650, AWWA D 100, Tanks, Boiler,. However, there are other aspects as well including: - Developing process simulations using ASPEN & HTRI. - Creating pressure vessel designs using PV Elite. - Generating structural analysis using STAD PRO. - Designing 3D models using CREO / Solid Work. An ideal candidate for this project would have prior experience in all these areas, but most importantly, in designing heat exchangers using HTRI. I expect high-quality work and timely delivery.

Please Sign Up or Login to see details.

...will essentially be a home page, about, tokenomics and maybe a couple more pages. Key Understanding: - Exposure to the crypto environment is crucial as this website is to create a deeper comprehension of our coin's utility and tokenomics. Content Requirements: - Instead of a usual history or comparison charts, the site needs to emphasize the intricate tokenomics of our coin. - While a basic understanding of our coin and team will be incorporated, the key focus should remain the tokenomics. The ideal freelancer for this project should: - Be able to design and develop a professional and engaging WordPress website. - Have experience in the crypto industry. Wording will be provided. The final output should be interactive, user-friendly and...

I require a simple but informative sketch of a cut bottom truss chord repair. This drawing is for: - Structural analysis - Basic outline Here's what I'm looking for in a freelancer: - Proficient in sketch-based designs, with an understanding of structural analysis - Ability to deliver a drawing that offers a clear understanding of the repair requirement - Previous experience in construction or repair documentation would be advantageous It is important that the finished output be a sketch, providing a straightforward representation of the repair design.

I'm on the hunt for an expert in image scanning and book identification. I've got a stockpile of photographs of multiple books packed into one image. All book titles are conveniently written in English. Here's exactly what I expect: - Efficient identification and listing of all book titles visible in the pictures. - Deliver consistently accurate results, regardless of the volume of books in each image. - Ability to handle high-resolution images without compromising on speed and precision. If your skill set includes experience in image scanning, analysis, or a capable background in photographic interpretation, then this project is for you. Prior experience in related projects dealing with book identification or any relevant literature work will b...

I need a ...programmer to assist with data analysis and visualization, as well as statistical modeling. The ideal candidate should be comfortable working with various types of data, including numerical and textual. Key Responsibilities: - Conduct data analysis and visualization using R - Perform statistical modeling tasks - Source relevant datasets for the project Ideal Skills & Experience: - Extensive experience in R programming - Proficient in data analysis and visualization - Skilled in statistical modeling - Ability to work with numerical and textual data - Experience in sourcing external datasets - Strong problem-solving and analytical skills This project is an excellent op...

I need an expert to conduct a color analysis on an apparel website. Your task involves studying product images and employing Adobe Illustrator's eye dropper tool to identify the hexcodes for each. Main objectives include: - Identifying hexcodes for main colors using Adobe Illustrator - Organizing the hexcodes by clothing type - Completing the provided Excel Sheet Your role is critical as the information will be utilized in color trend analysis for apparel. Therefore, a proven background in graphic design, color profiling, knowledge of Adobe Illustrator and an eye for fashion would be ideal. My budget for this project is 100 USD. Please, proficient users of the English language only for accurate communication.

I am looking for a statistical analysis expert who can help me with descriptive statistics using Python. The dataset size for this project is small, with less than 1,000 records. Skills and Experience: - Strong knowledge and experience in statistical analysis and descriptive statistics - Proficiency in Python for data analysis and visualization - Familiarity with handling small datasets and performing data cleaning and preprocessing - Ability to interpret and communicate statistical findings effectively

...location, and any relevant background information. Objectives: Clearly outline the objectives of the STAAD assessment, including the specific analyses to be performed and the outcomes expected. Methodology: Describe the methodology that will be employed during the assessment, including the use of software and any other tools or techniques that will be utilized. Analysis Parameters: Specify the parameters that will be used in the analysis, such as load conditions, material properties, and design codes. Deliverables: Outline the deliverables that will be provided upon completion of the assessment, such as analysis reports, design recommendations, and any necessary documentation. Thank you for considering me for your STAAD assessmen...

...skilled developer who can help me create an online system to replace the use of Excel sheets for data storage and calculations. The system will need to have: - Data Entry and Storage: It should be able to handle both numerical and textual data effectively and efficiently. - Automated Calculations: The system should be designed to automatically handle basic calculations such as summations and subtractions. To ensure the system is user-friendly and can handle our basic data management needs, you must have a solid understanding of relational databases and be proficient in web application development. Experience in designing systems with automated calculations is a big plus. A keen eye for user experience...

We've just finished developing our new website, and now it’s time for the crucial task of stress testing. We need a WordPress expert who can examine our entire site, with a keen focus on the home page, product pages, and checkout process. However, your review should not be limited to these parts only; evaluating the overall performance and required bandwidth is also an essential part of your task. Under peak traffic, we anticipate accommodating 100-500 concurrent users. Hence, your work will play a decisive role in enhancing our site's user experience during high-traffic intervals. You will need to confirm that our page and server loads can handle this traffic, without compromising on speed and performance. Ideal candidate: - Expertise ...

I need a professional finance analyst for an analytical review of potential business acquisitions. Key responsibilities: - Comprehensive financial analysis - Investment appraisal of business acquisitions Ideal skills: - Experienced in financial and investment appraisal - Knowledgeable in evaluating businesses for acquisition - Strong business acumen The goal is to conduct an in-depth financial and investment analysis, identifying potential risks and future profitability to guide decision-making on the business acquisitions.

I need an expert in Catia software to perform motion analysis on a model that has already been created. The main task would be to conduct a thorough motion analysis. The specifics of the project include: - Conducting a Motion Analysis: The primary objective is to accurately simulate the motion of the given model. Ideal candidate should have: - Proficiency in Catia software: The freelancer should be well-versed in utilizing Catia software for motion analysis. - Previous Experience: Having a proven track record of successful completion of similar projects is a definite plus.

...organically on both Facebook and Instagram. The primary focus of this project is to increase brand awareness, drive traffic to my website, and boost engagement with followers. Ideal skills and experience for this project include: - Proven track record of growing organic following on Facebook and Instagram - Understanding of user behavior on both platforms - Skilled in crafting content that resonates with target audience - Ability to measure and optimize performance regularly My target audience spans across a wide demographic, ranging from 22 to 65 years old. It's crucial that the freelancer can create and curate content that will resonate with this diverse age group. Ultimately, I'm looking for someone who can help me build an e...

I'm in...need of a unique and eye-catching logo for my tech company, ( Rashid Tech Solutions) The style I'm envisioning is futuristic. Key requirements: - Design a sleek, modern, and futuristic logo - Ensure the design is unique and eye-catching - Avoid common tech logo cliches, and strive for a fresh, innovative take - Incorporate elements that convey the idea of 'solutions' subtly, without being too literal Ideal skills and experience: - Proven track record in creating futuristic and innovative logos - Strong design sensibilities and understanding of current design trends - Ability to balance creativity with the need for a logo that's professional and suitable for a tech company - A portfolio that demonst...

This proj...high-intensity sports event, particularly with a focus on CrossFit and strongman sports. Top-tier skills in event documentation, qualitative and quantitative analysis, and reflective report writing are imperative. Key aspects of the project include: - Detailed observation and documentation of the event organization, competitor stories, audience engagement, and the financial details and market impact of the event. - A thorough examination of the event's economic and social impact, as well as its media coverage. Extensive experience in sports report writing, knowledge about CrossFit and strongman events, and understanding of event impact analysis would be ideal for the completion of this projec...

...seeking an intelligent R Data Analyst who will help uncover crucial insights from our vast sources of data. Your technical acumen and in-depth understanding of statistical techniques will be instrumental for the role. The project's expectations include: * Applying statistical techniques like Descriptive statistics and Regression analysis to our data sets for in-depth understanding. * Identifying patterns and trends that give insights into our operations. * Evaluating the effectiveness of our current programs and implementations. The data for these tasks will mainly be sourced from our extensive surveys and databases. A keen eye for detail and a strong understanding of data manipulation and...

I'm seeking a proficient data analyst experienced in both R and Stata for a large-scale data cleanup and analysis. Key tasks include: - Cleaning and preprocessing a dataset of over 10,000 records - Comprehensive descriptive statistics overview for initial insight - Detailed hypothesis testing to validate or negate proposed theories - Regression analysis for predictive modeling Skills and Experience: - Expertise in R and Stata programming languages - Strong background in biostatistics - Proven track record of handling large data sets - Attention to detail for accurate data cleaning - Experience in hypothesis testing and regression analysis. -Report writing and data interpretati...

...expert in simulation and thermodynamics who can carry out in-depth analysis of a small-scale photoelectrochemical reactor intended for green hydrogen production. The main objectives are to: - Optimize the efficiency of hydrogen production - Gain a deeper understanding of how various parameters impact the reactor's performance - Design a more cost-effective model of the reactor Your thermodynamic analysis should encompass both Gibbs free energy analysis and Exergy analysis. Experience in designing and improving small-scale reactors and a solid understanding of anion exchange membranes would be advantageous. Moreover, knowledge of both thermodynamic analysis methods mentioned is essential. Your contributions will be...

I'm seeking a data mining expert to rework my project's problem statement, craft novel project objectives, and link the methodology with a literature review. I'm primarily focusing on Stacking classifier and Hybrid stacking models. The ideal candidate should have a strong background in these models to help develop a completely new approach for my project. Key requirements for this role include: - Expertise in classification models, especially Stacking classifier and Hybrid stacking - Strong experience in data mining and methodology development - Proven track record of combining insights from multiple studies - Ability to write a comprehensive literature review and identify gaps in existing studies Your role w...

...developer who can aid in creating, training, and testing a Convolutional Neural Network (CNN). Specific context about the desired classification problem and the type of images for training/testing are yet to be determined and will be shared as the project goes on. The deliverable of your task will be a working Python code able to solve a given image classification problem, producing corresponding output, which will be discussed further after kickoff. For this task, proficiency in Python and familiarity with machine learning and deep learning frameworks are critical, specifically in areas related to: - Python, with emphasis on libraries for data analysis and manipulation (such as Pandas, Numpy), data visualization (like Mat...

...for a highly skilled data analyst or biomedical engineer. The candidate needs to be adept in MATLAB and knowledgeable in the processing and analysis of raw EMG data. Your duties include: - Conducting signal processing to unravel the complexity of the raw data. - Extracting features from the processed data to identify essential characteristics. - Executing statistical analysis to interpret and justify the data significance. The purpose of this project is two-fold: 1. Identifying patterns within the EMG data which will contribute to a deeper understanding of the collected data. 2. Evaluating muscle activity which is vital in determining the muscle group's functionality and efficiency. At th...

...each other achieve their aspirations through AI-generated tasks. Workflow 1. User: Sign up, add friends, and post dreams. 2. AI Analysis: A ChatGPT-like AI analyzes the dreams. 3. Scenarios: AI crafts scenarios with tasks aimed at fulfilling those dreams. 4. Task Assignment: A custom AI model assigns tasks to users. 5. Execution: Users agree to perform tasks, leading to surprise outcomes. 6. Flexibility: The AI adapts scenarios if users decline tasks. 7. Objective: Create a network of users supporting each other's dreams, enhancing collective happiness. Technical Perspective - AI Components Two AI systems work in tandem. One generates scenarios based on user input (ChatGPT-like), and the other distributes tasks among users (custom AI model). - User Interactio...

...professional who can conduct thorough analysis on the consumer market and business environment. I want market research for Copper Catenary and Contact wire used in Railway Overhead Electrification Key Objectives: - Identifying consumer needs and preferences - Assessing market competition - Analyzing market trends and opportunities Target Audience: - The research must focus on both consumers and businesses. Ideal Skills and Experience: - Proven track record in market research and analysis - Experience in both consumer and B2B research - Ability to interpret findings accurately and present actionable insights - Knowledge of the latest market trends and analytical tools The selected freelancer will nee...

I need help with my YouTube channel, fo...need help with my YouTube channel, focusing specifically on shorts production and overall channel management. The successful candidate will handle: • Video editing: Create engaging and eye-catching explanatory shorts and highlights or recaps. • Thumbnail design: Optimise my video thumbnails to attract more views and improve discoverability. • Channel management: Continuous optimisation and managing the day-to-day operations of my channel for growth. Having experience in YouTube video creation and channel growth strategies is a big plus. I'm looking for a freelancer with a keen eye for detail and a passion for storytelling through video. Previous experience in the producti...

Competition is to come up with the best Brand name for a Pizza Fastfood. We sell pizza as rectangular slices. Some of the names I liked: UrbanSlice, Pizzaloka Not really required but you can: * use words like "Slice", "Pie" ...or adjectives like "big", or "fresh" * you can try and use the word "Molka" or "Loka" Please just upload any text file or word doc with your entries. You can have as many entries as you want in one text file or in as many as you like. Just submit!

...engine tailored towards the customers and employees use for a company. The key features required for this project include: -Natural language processing: Understanding and interpreting human language effectively is crucial. -Relevance ranking: The system should be capable of ranking search results based on their relevance to the search query. -Personalized recommendations: The ultimate goal is to personalize user experience, thus the engine should be capable of generating recommendations based on user behavior and preferences. In terms of data sourcing, the AI engine should primarily draw information from databases. A background in data mining and database management would therefore be advantageous. Proven experience in AI, ma...

We require a professionally typeset document using Microsoft Word to give it a polished appearance. Please use British English, for example, change "analyze" to "analyse...polished appearance. Please use British English, for example, change "analyze" to "analyse". Kindly use track changes to highlight any modifications made. We prefer not to make any edits except a glossary of terms, an index, and an FAQ section. Additionally, please ensure that the cited references are numbered appropriately. Convert the "Risk Analysis" section into an editable table. Make sure that Tables in Appendix 1, 2 & 3 have a professional appearance. Please use multi-level numbering. Don't forget to number the pictures. If possible, include a gl...

...their aspirations through AI-generated tasks. Workflow 1. **Users**: Sign up, add friends, and post dreams. 2. **AI Analysis**: A ChatGPT-like AI analyzes the dreams. 3. **Scenarios**: AI crafts scenarios with tasks aimed at fulfilling those dreams. 4. **Task Assignment**: A custom AI model assigns tasks to users. 5. **Execution**: Users agree to perform tasks, leading to surprise outcomes. 6. **Flexibility**: The AI adapts scenarios if users decline tasks. 7. **Objective**: Create a network of users supporting each other's dreams, enhancing collective happiness. **Technical Perspective**: - **AI Components**: Two AI systems work in tandem. One generates scenarios based on user input (ChatGPT-like), and the other distributes tasks among users (custom AI model...