construction-analytics

Field-first AI framework for construction cost control — capturing execution reality before enforcing reporting structure.

Construction workflow analytics case study covering RFIs, change orders, cycle time, bottlenecks, commercial exposure, SQL, Python, Excel, Power BI, and Tableau.

Power BI dashboard for construction project performance, budget vs actual, and variance analysis

Developed an interactive Power BI dashboard to analyze construction project performance, manpower utilization, financial metrics, and operational delays using DAX, Power Query, and data modeling.

Machine learning early-warning system predicting construction project delays using XGBoost, operational risk indicators, and predictive analytics.

EPC Project Controls & Executive Analytics Dashboard | Google Sheets & Power BI | Executive Reporting | Procurement Analytics | Construction Performance

Machine learning platform predicting construction project delays and cost overruns using XGBoost, feature engineering, risk scoring, and Streamlit analytics.

Construction machine-learning case study predicting cost overruns and schedule delays with Python, SQL, SQLite, Excel, Power BI, Tableau, explainability, and model governance.

Personal portfolio for construction project controls analytics, BI, and responsible AI leadership.