I've analyzed operational equipment data at Cavotec India, building KPI metrics for utilization, availability, and MTBF to support performance monitoring and reporting.
I developed SQL transformation workflows across operational databases and built a Flask and MySQL dashboard for daily through yearly KPI reporting. I also configured Ignition SCADA simulations and alarm events to validate KPI and service-need logic.
At Ai Variant, I built e-commerce datasets, analyzed customer behavior, and applied K-Means and PCA for segmentation. My projects include gold-price forecasting and Amazon sentiment analysis deployed through Streamlit.

