> ## Documentation Index
> Fetch the complete documentation index at: https://manojjahgirdar.com/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Adaptive Assessment

> Generative AI-powered Adaptive Assessment System aimed at transforming the EdTech space.

## About

I, [Surya Deep Singh](https://www.linkedin.com/in/surya-deep-singh-b9b94813a/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base_recent_activity_content_view%3BFOGe%2FEmbTO2377SlgufPkQ%3D%3D) and [Suyash Gupte](https://www.linkedin.com/in/suyash-gupte-16910917b/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base_recent_activity_content_view%3BFOGe%2FEmbTO2377SlgufPkQ%3D%3D) — had an amazing 30-hour sprint at the AI Hackathon with Meta Llama, building a solution under the theme "AI for Societal Good" using Meta’s Llama foundation models.

## Overview

In the rapidly evolving EdTech landscape, educators face challenges in creating high-quality assessments at scale, while students often receive generic, one-size-fits-all evaluations that fail to adapt to their individual learning needs. There is a need for an intelligent system that can automate question generation, personalize assessments in real-time, and deliver actionable feedback — all while reducing the burden on teachers and enhancing student engagement and outcomes.

## Architecture

<img src="https://mintcdn.com/test-322d7d77/f5y8mvkopittuTCK/images/ai-assessment/architecture.jpg?fit=max&auto=format&n=f5y8mvkopittuTCK&q=85&s=ce85172e2289fe406370dba30b7a2ab0" alt="architecture" width="1280" height="780" data-path="images/ai-assessment/architecture.jpg" />

## Solution

We developed a Generative AI-powered Adaptive Assessment System aimed at transforming the EdTech space by:

* **Automating Question Generation**: Helping teachers save time with AI-generated questions.

* **Adaptive Learning Engine**: Dynamically adjusting question difficulty in real-time based on each student's performance.

* **Personalized Feedback**: Offering students instant, tailored feedback to accelerate learning.

Our system supports teachers and empowers students, showcasing the potential of GenAI in delivering equitable and scalable education.

## Demo Link

* [LinkedIn Post](https://www.linkedin.com/posts/manojjahgirdar_meta-llama-hackathon-activity-7254710562981380096-TIJA?utm_source=share\&utm_medium=member_desktop\&rcm=ACoAACKx7ykBN87wJHyy7blpANIiJkCfUmGTL9Q)

## GitHub Link

* [Repository](https://github.com/manojjahgirdar/meta-hackathon)

## Skills picked up

* LangChain, LangGraph
* Qdrant Vectorstore
* Amazon Bedrock
* Developing Responsible AI Agents