Labor Allocation Manager

Business Case

Problem Statement

Labor management challenges:

• Assigning workers to activities
• Balancing workload
• Tracking attendance
• Optimizing productivity

Solution

Systematic labor allocation and tracking to optimize resource utilization and maintain project schedule.

Technical Implementation

import pandas as pd
from typing import Dict, Any, List, Optional
from dataclasses import dataclass, field