README.md

readme_content = """---
title: DataSynthis ML JobTask
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.7.1
app_file: app.py
pinned: false
---

# Stock Price Forecasting

DataSynthis ML Engineer Intern Job Task SET-B

## Overview
Time series forecasting for stock prices using ARIMA and LSTM models.

## Models
- ARIMA: Statistical approach
- LSTM: Deep learning approach

## Dataset
Google (GOOGL) stock prices from 2018-2025 via Yahoo Finance

## Performance
ARIMA achieved RMSE of $3.48 vs LSTM's $30.88

## Usage
Enter stock ticker and select forecast horizon to generate predictions.

with open('README.md', 'w') as f:
    f.write(readme_content)