● Built machine learning models using TensorFlow and Scikit-Learn libraries for predictive analysis of customer behavior.
● Designed and implemented a scalable data warehouse architecture using Apache Cassandra, PostgresDB, and Redis.
● Optimized database performance by tuning queries in SQL Server, Oracle and PostgreSQL databases.
● Implemented efficient data processing algorithms on large datasets with Apache Spark, MapReduce, and Pandas Python.
● Created dashboards in Tableau Desktop Professional Edition to visualize complex datasets in an interactive manner.
● Created custom scripts to automate the extraction, transformation, and loading of Big Data into distributed systems.
● Utilized Amazon Web Services components such as EMR and S3 buckets for cloud computing needs.
● Wrote new support programs and scripts to increase data storage capacity.
● Designed and developed scripts for loading and analyzing large datasets from text files.