tingly-box

# Automation Suggestions for [COMPANY] Web App

## 1. Data Processing Automation
```python
import pandas as pd

def process_data(file_path):
    df = pd.read_csv(file_path)
    # Clean and process data
    df_clean = df.dropna()
    df_clean['processed_date'] = pd.to_datetime(df_clean['date'])
    return df_clean
```

## 2. Scheduled Data Backups
```python
import boto3

def backup_to_s3(local_path, s3_bucket):
    s3 = boto3.client('s3')
    s3.upload_file(local_path, s3_bucket, local_path)
```

## 3. User Activity Monitoring
```python
from datetime import datetime

def log_activity(user_id, action):
    with open('activity_log.csv', 'a') as f:
        f.write(f'{datetime.now()},{user_id},{action}\n')
```