AI-based Lesson Plan Creator Platform

# AI-Powered Educational SaaS Platform Development (Lesson Preparation System)

## Project Overview

I am looking to build a production-grade AI SaaS platform for teachers in Kuwait that automatically generates professional lesson preparation documents using AI, based on official Ministry of Education formats.

This is NOT a simple ChatGPT wrapper.
The system should be architected as a scalable commercial SaaS platform.

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# Main Goal

The teacher selects:

* Subject
* Grade
* Semester
* Unit
* Lesson

The system automatically:

* Analyzes lesson content
* Applies educational rules
* Generates professional lesson plans
* Exports Word and PDF files

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# Required Technologies (Mandatory)

## Frontend

* Next.js
* Ionic
* PWA (Progressive Web App)

## Backend

* FastAPI (Python)

## Database

* PostgreSQL

## Queue System

* Redis
* Celery

## AI Providers

* DeepSeek API (Primary)
* Gemini or Claude as fallback

## Storage

* S3-compatible object storage

## Deployment

* Docker + Docker Compose

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# What I Am Looking For

An experienced developer or team with strong expertise in:

* SaaS architecture
* AI systems
* FastAPI
* Queue systems
* PostgreSQL
* Docker
* AI orchestration
* Scalable backend systems

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# Scope of Work (MVP Phase)

## 1. Backend Architecture

Build a professional modular FastAPI backend including:

* API Gateway
* JWT Authentication
* Role-based access
* Rate limiting
* Logging

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## 2. AI Lesson Generation Engine

Develop an AI engine responsible for:

* Lesson generation
* Structured JSON outputs
* Subject-specific prompts
* Validation system
* Retry mechanism
* Hallucination prevention
* Irrelevant content prevention

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## 3. Educational Rules Engine

A rule engine to validate:

* Lesson relevance
* Subject consistency
* Student gender adaptation
* Activity requirements
* Educational objectives
* Duplicate prevention

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## 4. Queue & Workers

Implement:

* Redis
* Celery
* Priority queues
* Background workers
* Dead letter queues
* Worker monitoring

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## 5. Template System

* Upload Word templates
* Dynamic placeholder mapping
* Template validation
* Dynamic rendering

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## 6. Document Generation

Generate:

* Word documents using docxtpl
* PDF exports

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## 7. Database Design

Professional PostgreSQL schema including:

* users
* lessons
* templates
* generation_logs
* cost_tracking
* educational_rules

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## 8. Cost Control System

Implement AI cost monitoring:

* Per-user AI cost tracking
* Package limits
* Usage restriction system

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## 9. Monitoring & Reliability

Implement:

* Sentry
* Prometheus
* Grafana
* Health checks
* Retry systems
* Circuit breaker logic

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## 10. Frontend (Next.js + Ionic + PWA)

Professional responsive frontend including:

* Authentication
* Dashboard
* Subscription system
* Lesson generation interface
* File downloads
* Mobile-first responsive design

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# Important Notes

* Quality is more important than speed
* I want clean, scalable architecture
* I am NOT looking for a quick prototype
* The platform should support future expansion:

* PowerPoint generation
* Worksheets
* Quizzes

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# What to Include in Your Proposal

Please include:

1. Final estimated cost
2. Timeline
3. Proposed architecture
4. Similar projects/portfolio
5. Solo developer or team?
6. Development roadmap
7. Deployment strategy
8. Post-delivery support details

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# Important

* I want a clear and realistic final quotation
* Please do not send generic proposals
* Read the full requirements carefully before bidding Show More