EDUBUCKS AI
AI-powered personality & career assessment for students
Overview
EduBucks AI is a personality and career orientation system that helps students discover their strengths, tendencies, and potential career paths through a scientifically grounded questionnaire.
EduBucks needed a backend system that could score answers, interpret results using AI, and generate personalized reports automatically.
My Role
I developed the complete backend solution, including:
• LLM-based interpretation engine
• Scoring & evaluation logic
• FastAPI application
• Automatic PDF report generator
• Integration layer for EduBucks web platform
The Solution
The system evaluates student answers, processes personality dimensions, generates narrative insights using LLMs, and produces a personalized PDF report within minutes.
The entire pipeline runs automatically without manual review, is architected for growth, and remains simple to maintain.
Impact
• Reports generated in seconds
• 100% automated evaluation workflow
• High engagement from students and parents
• A clean, modular backend architecture that supports future scaling needs.
Tech Stack
FastAPI · Python · LLM Integration · LaTeX PDF engine · Docker