Aman Kumar Singh

I’m an Associate Data Analyst with a B.E. in Electronics and Communication Engineering, and I focus on turning messy data into clear, actionable insights. I bring a strong foundation in Excel, SQL, and Power BI, with a bias toward accuracy, repeatable processes, and measurable impact.

Since May 2025 at Trove Consulting Private Limited, I’ve analyzed and interpreted datasets to support decision-making, using Excel and SQL for data cleaning, validation, and transformation. I build dashboards and reports in Power BI to track KPIs and operational performance metrics, then support stakeholders with analytical reporting and process optimization ideas.

I also build analytics end-to-end through projects that mirror real business needs. I designed a normalized SQL schema and an ML model for SME loan risk (Random Forest, AUC = 0.85), automated SQL-to-Python ETL into Power BI KPIs, and delivered risk segmentation insights. In healthcare analytics, I surfaced inefficiencies like average bed occupancy (59.7%) and staff utilization (62.7%) and built Power BI dashboards for ER wait times and performance metrics.

Across domains—energy demand forecasting, and sports injury risk—I’ve created predictive models (including gradient boosting regression with R² = 0.91 and Random Forest/XGBoost with 85% precision) and paired them with optimization logic (linear programming, including a projected 18% injury reduction). I’m energized by data work that combines statistical thinking, dashboarding, and stakeholder communication to deliver ROI through practical decisions.