AI-Powered Web App Development

I would like to launch a full-featured web application that relies on artificial intelligence at its core. At this stage the concept is open-ended: I have the general vision of an online service that delivers real-time, intelligent functionality to users, but I still need help refining the exact use case, selecting the most suitable AI model, and shaping the final product roadmap. Here is what I expect from you: • A short discovery phase where we clarify the problem the app will solve and the AI technique that best fits—whether that ends up being computer-vision, NLP, behavioral prediction, or another approach you recommend. • Guidance on dataset strategy. I do not currently have a prepared dataset, so I will rely on your advice for sourcing, cleaning, or augmenting data to train the model legally and ethically. • End-to-end development: model training or fine-tuning, integration with a modern back-end (Python/FastAPI, Node.js, or similar), and a responsive front-end (React, Vue, or comparable) that showcases the AI capability in an intuitive way. • Cloud deployment, CI/CD pipeline, and concise technical documentation so the app can be maintained or scaled after hand-off. Deliverables will be accepted when the web application is (1) accessible on a public staging URL, (2) demonstrates the agreed AI functionality on live data, and (3) includes all source code, a runnable Docker or similar environment file, and clear setup instructions. If you have a portfolio of previous AI-driven web products, share links or demos so I can get a feel for your style. I’m aiming to move quickly once we lock the scope, so please outline your proposed tech stack, timeline, and milestones in your reply.