Samrath Singh

Developed Power BI dashboards to track compliance KPIs across GxP-regulated manufacturing operations Designed SQL queries and ETL logic for automated enterprise performance reporting Collaborated with cross-functional teams (QA, Operations, IT) to align data flows and reporting structures Documented data logic and testing workflows for reproducibility, knowledge transfer, and audit readiness

Conducted classification and regression modeling on real-time sensor data (XRF, NIR) to predict ore quality and throughput Built and evaluated machine learning pipelines using Python (pandas, scikit-learn, matplotlib) Performed feature engineering and model selection to support sensor calibration and control Collaborated with engineers to integrate predictive outputs into QA workflows Thesis focused on applied predictive modeling for industrial process optimization