The Problem
The client approached us with the noble idea of assisting men in properly sending their heartfelt feelings through personalized messages to their loved ones, be it a wife, girlfriend, mother, or friend. The interface has already been developed by the client using AI code generation. However, the client found that he had interface functionality issues due to incomplete backend logic and bugs. Meanwhile, Valentine’s Day was around the corner, and the client needed to get the system ready for production quickly.
Our Solution
We created a full-fledged Django back end that works seamlessly with the React front end. To reduce the time and costs, we retained the AI-generated front-end code and fixed many functional gaps and bugs in the auto-generated components. Beyond this, we developed a customizable AI messaging engine using OpenAI and well-tuned prompts that facilitate users in crafting customized, meaningful, and emotionally rich messages based on the personality of their loved ones. We also set the system up for long-term scalability as a SaaS platform.
What We Did
We developed a robust backend using Django and integrated it with their existing front end. The backend controls the entire flow of user activity, like receiving inputs from the user, generating personalized messages using ChatGPT with dynamic prompt tuning, and storing user profiles securely with their message history. The system also includes a Tone dial to adjust the message tones like warm, endearing, bold, and passionate, based on the personality of their loved ones, and regenerating messages in real time for a responsive user experience.
The system creates and manages multiple recipient profiles, like partner, parent, and friend, each of which is associated with personalized attributes during message generation. Every message generated is automatically stored and linked to the profile, thus retaining a complete history for every relationship. The users can go back and see past messages, duplicate them, or regenerate a fresh one based on prior input and reuse it for recurring events like birthdays, anniversaries, and holidays.
We integrated Stripe for subscription payments and account-level billing. The system was deployed with scalability for multiple users and session persistence across devices. Even after deployment, we implemented the new features requested by the client, using an agile methodology.
Client Success Stories
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