Schedule Forecaster for Construction

Overview

Predict project completion dates using machine learning models trained on historical data. Forecast delays based on current progress, weather patterns, resource availability, and project characteristics.

Business Case

Accurate schedule forecasting enables:

• Early Warning: Identify potential delays before they impact milestones
• Resource Planning: Adjust staffing based on predicted needs
• Client Communication: Provide reliable completion estimates
• Risk Management: Proactively address schedule risks

Technical Implementation

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