Ananya Shekar

-Conducting a comparative literature review to identify cost-effective, non-invasive fill-level measurement techniques. – Developing FEM simulations in COMSOL Multiphysics to model piezoelectric transducers and acoustic tank resonances (Helmholtz/Organ Pipe). – Generating displacement-vs-frequency response graphs to characterize system vibration behavior. – Identifying the optimal frequency bandwidth for reliable fill-level detection based on simulation data.

I optimized solar operations by transforming raw performance data into actionable insights. Using SQL and KNIME, I analyzed real-time flows to detect anomalies and minimize downtime. I shifted to predictive strategies by developing Python models (Random Forest) that forecast output with high accuracy. Furthermore, I automated complex data cleaning and designed interactive Power BI dashboards, enabling stakeholders to make faster, data-driven decisions.