I started my career in SAP BASIS, working on enterprise systems where I regularly interacted with system logs, performance data, and operational metrics. Over time, I found myself more interested in analyzing patterns and solving problems using data rather than purely operational tasks.

This led me to pursue a Diploma in Data Science from IIT Madras, where I built a strong foundation in SQL, Python, and data analysis. I also worked on hands-on projects, including a real-world business project where I collected and analyzed hotel data to generate insights on revenue and pricing strategies, as well as a forecasting project through a Kaggle competition.

Alongside formal learning, I have consistently practiced SQL and built end-to-end projects involving data cleaning, analysis, and dashboarding using Power BI. This combination of structured learning, practical projects, and my prior experience in handling real-world systems has shaped my transition into data analytics.