Can you give a brief introduction about your work experience?

My name is Vaishnavi, and I have been working in the data engineering field for the past two years. I started my career as a junior data analyst at XYZ Corp, where I was responsible for cleaning and visualizing sales data using Python and Tableau. After that, I transitioned to a data engineering role at ABC Solutions, where I designed and implemented ETL pipelines using PySpark and AWS Glue to ingest and transform data from multiple sources into a centralized data lake on S3. I also set up automated data quality checks and scheduled jobs with Airflow. In my most recent position, I led a small team of two engineers to build a real‑time streaming platform using Kafka and Spark Structured Streaming, which reduced data latency from hours to minutes. Throughout my career, I’ve focused on building scalable, maintainable data pipelines and ensuring data integrity, which has helped my teams make faster, data‑driven decisions.