ANDROID · AI

StuckNot

AI-Powered Android App automates PYQ generation and optimizes API token costs.

1

-72%

API Token Cost

Optimized context chunking

2

12,000+

Active Users

Across multiple colleges

3

<1.2s

Load Time

Fast Kotlin runtime

The Problem

Students faced difficulty finding relevant previous year questions (PYQs) for their college syllabus, while typical AI solutions suffered from high API token costs when processing massive textbooks.

Our Approach

Built a lightweight Android app using Kotlin and Jetpack Compose. Integrated an intelligent context truncation algorithm to send only relevant syllabus chunks to the OpenAI API, saving 72% in API token costs.

Tech Stack

KotlinAndroid SDKJetpack ComposeOpenAI APINode.jsSupabase
“

StuckNot solved a massive exam prep problem for us. The AI question generator is incredibly accurate and costs almost nothing to run.

College Student Body Representative

StuckNot App

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