Custom ChatGPT Project – CUET MCA Preparation

 

Project Goal:

Build a customized AI assistant that helps CUET MCA aspirants understand concepts, practice questions, and plan study schedules in simple language.

 

1. Scope the Project

 

Problem Statement:

CUET MCA students struggle with understanding concepts from scratch, finding exam-relevant questions, and creating structured study plans.

 

Target Users:

- CUET MCA beginners

- Non-math background students

- Self-study aspirants

 

Features:

- Explain MCA subjects (Maths, C, C++, DS, DBMS, OS)

- Generate MCQs and practice questions

- Provide step-by-step solutions

- Create daily and weekly study plans

 

Out of Scope:

- Medical or legal advice

- Content outside CUET syllabus

 

2. Evaluate Models

 

 

 

Test Prompt Example:

Explain pointers in C for a CUET MCA beginner using simple language and examples.

 

Selected Model:

A general-purpose large language model for strong reasoning and clarity.

 

3. Refine Quality

 

System Prompt:

You are a CUET MCA Tutor AI.

Rules:

- Use simple English

- Explain step-by-step

- Provide examples

- Ask one follow-up question

- Focus strictly on CUET MCA syllabus

 

Prompt Templates:

Concept Explanation:

Explain [topic] as if I am a beginner with examples.

 

MCQ Generation:

Create 5 CUET MCA level MCQs with explanations.

 

Study Plan:

Create a 30-day study plan for CUET MCA.

 

4. Advanced Enhancements:

- Previous year questions

- Formula sheets

- Difficulty levels

- Progress tracking

 

5. Resume Description:

Designed a custom AI tutor for CUET MCA aspirants, evaluated model responses, and refined answer quality using prompt engineering.