A Full-Stack AI Integration Project
AI Generate Studio is a portfolio application built to demonstrate clean full-stack engineering, API integrations, role-based access management, and structured billing simulation.
API Integration Architecture
Integrates third-party AI endpoints (image creation, chatbot conversation, voice synthesis, resume parsing) into a single unified client-side dashboard.
Quota Reset Middleware
Demonstrates daily resetting logic mapped to dynamic database limits. Uses background validation hooks inside middleware to enforce user tier access.
Stripe Sandbox Ledger
Implements e-commerce billing simulation using Stripe Webhook listener endpoints, subscription lifecycle mapping, and portal session redirection.
Integrated Technical Showcase
This portfolio application is built to demonstrate engineering implementations across multiple distinct service categories:
Asynchronous Webhooks
Simulates asynchronous video generators (Text-to-Video and Image-to-Video) by registering webhook listener endpoints on the backend to dynamically notify completion status.
Stable Diffusion Image Generation
Connects text prompt queries to generative art pipelines through Hugging Face Stable Diffusion APIs, outputting structured image buffers to user galleries.
Contextual AI Chatbot
Implements low-latency chat messaging powered by Google Gemini and Groq SDKs, rendering styled Markdown formatting and saving active user session logs.
Resume PDF Analyzer
Extracts raw texts from PDF file uploads using backend parsing utilities, evaluating technical scores and career advice using prompt engineering models.
Background Removal
Performs background segmentation from graphics using image modeling networks, outputting transparent PNG cutouts ready for download.
Text-to-Speech Synth
Translates scripts into natural spoken audio via backend synthesis engines, streaming audio files dynamically to custom audio players on the client.
Fajla Rabby
I built this project to explore full-stack challenges and demonstrate my ability to model robust relational schemas, construct expressive Node.js backend controllers, build responsive React layouts using TypeScript, and integrate sandbox payment webhooks. It serves as a proof of concept for a unified creative tools dashboard.
fajlarabby.dev@gmail.com
+8801307495864