Develop AI Problem Solving System - 30/07/2026 09:02 EDT

@webbookstudio

Hi there, We understand you're looking to develop an AI problem-solving system, utilizing technologies such as PHP, JavaScript, and CSS, with a focus on software architecture, frontend development, and AI development, including chatbots and models. Our team at Webbook Studio has experience with similar projects, including the development of complex web applications and AI-powered solutions. For instance, we've worked on a music voting mobile app using React Native and a furniture store mobile shopping app with Flutter. Can you tell us more about the specific AI functionalities you envision for this system, such as natural language processing or machine learning algorithms? Feel free to message us to discuss the details! — Webbook Studio

@OutsourceMan

With over 18 years in the web and app development industry, my team at CnELIndia is uniquely positioned to tackle your AI Problem Solving System project. Our deep technical experience in technologies like React Native, PHP, and WooCommerce aligns perfectly with the requirements of this project. We have successfully delivered numerous applications that leverage AI and machine learning for efficient problem-solving - a skillset that will be incredibly valuable for streamlining your system. Apart from our technical prowess, what sets us apart is our tireless commitment towards meeting deadlines and sticking to budgetary constraints. We appreciate the importance of project management to bring a vision to reality and always approach it with meticulous planning. Little detail is left to chance with us. Ultimately, our goal is to craft a solution that leverages your existing technology stack to enhance your problem-solving process efficiency. Let's work together to revolutionize your process by harnessing the power of artificial intelligence! Choose CnELIndia and you'll have a reliable partner dedicated to excellence, timely deliverables, and strong communication throughout the project.

@techplusintl

Hi, I see you need an AI Problem Solving System using React. I can help you build this with a user-friendly interface to add and solve problems using AI. You will get a smooth experience for users to manage their problems. I understand the importance of having a responsive design and quick AI responses. What is your preferred method for AI integration? • React Development • AI Integration • User Interface Design • State Management • Testing and Debugging Thanks for considering my proposal. I look forward to discussing this further.

@extreamcode

Hi ClientFirstName, I can see the hidden gap here: the UI exists, but the real value is turning it into a reliable AI workflow instead of a demo. I’ve built React and API-driven business tools with clean state handling, real backend integration, and polished interfaces, so I can replace the fake response logic with a proper AI-powered solution and make the system behave predictably end to end. I’d approach this by wiring the problem intake, AI request flow, loading/error states, and result persistence cleanly so the app feels stable and useful. I’ve shared an initial estimate based on your description, and once we go over a few technical or functional details, I’ll confirm the exact cost and delivery schedule. If you’d like, I can start by reviewing your preferred AI API, response format, and whether solutions should be saved per user or session. Should the AI solutions be generated through an external API like OpenAI, or do you need a custom rules-based workflow? Best regards, Asad

@ZohaibRoy

⭐⭐⭐⭐⭐ Building an AI Problem Management System with React ❇️ Hi My Friend, I hope you are doing well. I have reviewed your project requirements and see you are looking for a React developer to create an AI Problem Management System. You don't need to look any further; Zohaib is here to help you! My team has successfully completed 50+ similar projects in React development. I will utilize React's state management and component structure to build an efficient solution for your project. ➡️ Why Me? I can easily do your AI Problem Management System as I have 5 years of experience in React development, focusing on state management, UI design, and component creation. Not only this, I have a strong grip on JavaScript, API integration, and responsive design, ensuring a comprehensive approach to your project. ➡️ Let's have a quick chat to discuss your project in detail. I can provide samples of my previous work that demonstrate my skills in React development. Looking forward to discussing this with you in chat. ➡️ Skills & Experience: ✅ React Development ✅ State Management ✅ Component Design ✅ JavaScript ✅ UI/UX Design ✅ API Integration ✅ Responsive Design ✅ Problem Solving ✅ Web Development ✅ Debugging ✅ Version Control ✅ Team Collaboration Waiting for your response! Best Regards, Zohaib

@vashishtrupinder

Hi, I reviewed your React code. I can build and improve this AI Problem Solving System, including real AI integration (OpenAI/Gemini), database storage, problem tracking, status management, and AI-generated solutions. A few quick questions: * Which AI provider would you like to use? * Do you need user login/accounts? * Should problems and solutions be stored permanently? I can start immediately and deliver a clean, scalable solution. Thanks, Azad

@C0RETECHIES

Hello, I've reviewed your React component. The system allows a user to input a problem, which is then intended to be solved by an AI. The core task is to replace the mock setTimeout function with a live, secure API call to a large language model that processes the problem description and returns a tangible solution to update the UI. Technical approach: We'll implement a lightweight backend endpoint, likely as a serverless function, to manage the AI API key and requests securely. The existing solveWithAI function in your React component will be modified to make an async fetch call to this endpoint, using a model like OpenAI's GPT-4o or Claude 3.5. Core modules: - Problem Lifecycle Management: Handles creating problems and updating their state from 'Pending' through 'Solving' to 'Solved'. - AI Solver Service: A backend function that takes the problem text, constructs a prompt, calls the LLM, and returns the generated solution. - Asynchronous UI Handler: Manages the 'AI is thinking...' state and renders the final solution once received. Relevant systems: We recently built an AI-Powered Slack Clarification Assistant that ingests user queries, processes them via OpenAI/Claude, and returns structured workflow plans, which mirrors this project's core logic. Implementation strategy: First, we'll build and deploy the secure backend endpoint. Next, we'll integrate this into your React component, replacing the placeholder logic. Finally, we'll add robust error handling for API failures and test the complete end-to-end flow. Regards, Rohit

@corpmember29

Hello, I am a honest dedicated full time developer. I read your requirements carefully and understood very well about the project scope and start working accordingly in stages. I am having more then 11+ years of experienced in programming and i believe that i can start working step by step and achieve the project goal in short time frame. successfully implement this project from start-to-finish. Let's come together and create a platform that not only propels your business but also stands out prominently within the marketplace. Thanks

@teodorgeorge

Hello, My recent work includes React interfaces that manage records, status updates, and AI responses. Your current AI Problem Solving System already has the problem form, pending status, and fake response flow, so the next step is connecting real AI Development logic with clear Software Architecture. I can replace the timeout with a real AI API call, keep the UI responsive, and store each generated solution safely. If needed, I can also shape the solver like an AI Chatbot so users can refine a problem before saving the final answer. Best regards, Teo

@XanvraTECH

Hello, I am highly interested in developing the AI Problem Solving System as described in the project requirements. With my expertise in PHP, JavaScript, Frontend Development, AI Chatbot, AI Development, AI Model Development, and Software Architecture, I am well-equipped to tackle this project effectively. I understand that the system involves managing problems, adding new problems with titles and descriptions, and implementing an AI solution feature. I plan to utilize React for frontend development, integrate state management for problem handling, and incorporate asynchronous AI processing for generating solutions. - MY WORK STATS: ✨ https://www.freelancer.com/u/XanvraTECH I would love to discuss this project further and explore how we can bring this AI Problem Solving System to life. Looking forward to the opportunity to collaborate. Best regards, Warda Haider

@kanika6665

Hi, I’ve reviewed your AI Problem Solving System code and can confidently turn this React interface into a production-ready solution with real AI integration. The current structure is a solid start, and I can refine the Frontend Development flow, strengthen the Software Architecture, and connect AI Development through a proper API instead of the placeholder response. I have strong experience building web applications with JavaScript, PHP, and structured system logic, so I can help improve state handling, component flow, response rendering, and backend/API integration for reliable results. I can also make sure the solution is clean, scalable, and easy to extend with authentication, history, or admin controls if needed. I can begin right away and share a clear implementation plan within the first few hours. Would you like the AI Development connected to a specific model or should I recommend the best API and architecture? Best regards, KANIKA

@naminghn

Hi there, I see that you're looking to develop an AI Problem Solving System with React. I can efficiently enhance your current implementation by integrating real AI solutions to automate the problem-solving process and ensure a dynamic user experience. With extensive experience in React and a strong understanding of managing state, I can expedite the development while maintaining high-quality standards. Your satisfaction is my priority and I guarantee that I will deliver you a high-quality result. Regards, Ali

@vishal1145

Your React component has a critical state management bug that'll cause the AI solution to disappear when users add new problems. The setTimeout callback references a stale problems array, so rapid interactions will overwrite each other's state updates. Quick questions - are you planning to integrate OpenAI or Claude for actual problem-solving logic? And what's your expected concurrent user load so I can design the right caching strategy? Here is the architectural approach: - AI MODEL DEVELOPMENT: Replace the setTimeout mock with a production-ready API integration using OpenAI GPT-4 or Claude, including retry logic and rate limit handling to prevent failures during high traffic. - FRONTEND DEVELOPMENT: Refactor state management using useReducer or Zustand to eliminate race conditions, plus add optimistic UI updates so users see instant feedback before the AI responds. - SOFTWARE ARCHITECTURE: Build a queuing system with Redis to handle multiple simultaneous AI requests without hitting API quotas, ensuring solutions process reliably even under load. I've built similar AI-powered tools for 2 SaaS platforms that now handle 10K+ daily AI requests without downtime. Let's schedule a quick technical call to align on your AI provider choice and scalability requirements.

@AnumFatima210

I can build your AI Problem Solving System using my expertise in React, JavaScript, and advanced AI model development. I have extensive experience integrating sophisticated AI chatbots with functional frontend designs using shadcn UI components as indicated in your project description. I will ensure the PHP backend and software architecture are robust enough to handle complex logic while maintaining a seamless user experience. My previous work includes developing custom problem solving algorithms and integrating them into high performance web applications. I am ready to start immediately and deliver a high quality solution within your budget. When can we discuss the specific AI models you want to deploy for this system?

@CodeAnchors

Hello, I hope you're doing well. I have thoroughly reviewed the requirements for developing the AI Problem Solving System using React. The project involves creating a user-friendly interface for adding, describing, and solving problems with AI integration. My approach includes structured requirement confirmation, controlled planning, clean implementation, testing & validation checkpoints, and milestone-based transparency to ensure a seamless development process. With expertise in PHP, JavaScript, AI Development, and Frontend Development, I am well-equipped to deliver high-quality results aligned with your business objectives. You can view my portfolio here: ⭐⭐ https://www.freelancer.com/u/CodeAnchors ⭐⭐ Could you please share more insights into your top priority or core business goal for this project? I believe a detailed discussion will help us finalize the scope effectively. Looking forward to the opportunity to collaborate on this project. Best regards, Muhammad Anas Khan

@FizzaNadeemK

Hi, I can transform this AI Problem Manager prototype into a more complete and production-ready React application with real AI capabilities. I understand the current system uses a mock AI response, and the main goal is to replace it with a working AI solution flow while keeping the interface simple and effective. I will improve the component structure, connect a suitable AI API, add proper async handling, and make sure problem status, responses, and user interactions work smoothly. I can also enhance the UI, improve state management, and prepare the app for future additions like authentication, saved problem history, and advanced AI analysis. My focus will be on clean React development, maintainable code, and a user experience that feels fast and reliable. I’d be glad to discuss the AI model/API requirements and help take this prototype to the next stage. Best Regards, Fizza Nadeem K

@billybryan98

Hello there. I hope you are donig well. I have successfully developed AI-driven applications that enhance problem-solving capabilities, focusing on user-friendly interfaces and seamless functionality. My experience in React and AI integrations aligns perfectly with the requirements of this project. This project aims to create an AI Problem Solving System where users can submit issues and receive AI-generated solutions. I will implement a robust state management system to effectively handle problems and provide real-time updates on their status using AI. I will deliver high-quality, scalable solutions that prioritize user experience. My approach includes thorough testing, performance optimization, and a commitment to meeting deadlines, ensuring that the final product exceeds your expectations. Please feel free to reach out to me. I look forward to working with you. Best regards, Billy Bryan

@shayankhan333

The code you've shared already has the React UI wired up, but the core piece is missing: the actual AI integration behind `solveWithAI`. That fake `setTimeout` needs to be replaced with a real API call, likely to OpenAI's chat completions endpoint, with the problem description passed as a prompt. I'll wire up the backend route to handle the API call, add proper loading/error states to each problem card, and structure the prompt so responses are actually useful rather than generic. One thing worth noting: if you don't sanitize or constrain the prompt, users can easily burn through your API quota with long or repeated submissions, so I'll add basic rate limiting. 1) Do you already have an OpenAI API key, or are you open to another model like Claude or Gemini? Happy to talk details in chat. Shayan

@emilesd617

Hi, I am a full stack AI developer with 8 years of rich experience in software development, with a background in . I am familiar with JavaScript, TypeScript, React, PHP, CSS, Node.js, OpenAI, GPT, AI Chatbot, AI Model Development, AI Development. For this project, I will enhance your React based AI problem solving system by integrating a real AI API, building a scalable backend for problem management, improving state handling, and generating accurate AI solutions instead of the current mock response. I'm an individual freelancer and can work on any time zone you want. Please contact me with the best time for you to have a quick chat. Looking forward to discussing more details. Thanks. Emile.