Hi, I'm Manikant, a Senior Data Engineer at EPAM Systems with 6+ years of building data platforms that teams can trust. Today I work on LSEG's security master data, building Python and Spark pipelines on AWS with Airflow, Glue and Athena. Before EPAM, I scaled audience measurement pipelines at Nielsen, built partner analytics at Autodesk, a Spark-on-Kubernetes reporting engine at IDFC FIRST Bank, and an audience builder for about 400 million users at ZEE5, including near real-time ad targeting. My toolkit: Spark, PySpark, Scala, Python, SQL, Airflow, AWS (EMR, Glue, Athena, S3), Kafka, Iceberg, Delta Lake and Trino. MCA from NIT Calicut. How I can help you: - Resume reviews that get you shortlisted for data roles - Mock interviews on Spark, SQL, data modelling and pipeline system design - A clear roadmap to move into Data Engineering or level up to Senior - Honest career guidance for product company switches Book a session and let's get you to your next role.