Greater New York City Area
• Currently developing an Integrated Web & Mobile solution to bring real time customer interaction data from Web & Mobile platforms and build a data pipeline for backend enterprise systems using Apache Spark.
• Collate events logs from different systems supporting real-time streaming mechanism using MQ’s like Solace and Apache Kafka.
• Creating an abstract data layer using Apache Spark for data quality and parsing and neutralization and loading the data real-time into M7 HBase and Elastic Search.
• Built a visualization matrix for the advanced analytics team on the real-time data using Kibana
• Developed analytical capabilities to build insights on data usage patterns, security triggers and auditing as per the audit requirements.
• Built an automated Prediction Model helping business assess the top 3 reasons a card member could potentially close the account. Wrote multiple map-reduce jobs and hive scripts that would evaluate the card members based on their spending habit and come up with a strategic pattern for retention.
• Developed a capability that allowed business users to categorize merchants into "interests", create customer spending patterns, and segment customers based on different types of spend behavior within an interest.